| 2019 | A Bayesian based Hyper-Heuristic approach for global optimization. Diego Oliva, Marcella S. R. Martins |
| 2019 | A Benchmark of Population-Based Metaheuristic Algorithms for High-Dimensional Multi-Level Image Thresholding. Seyed Jalaleddin Mousavirad, Gerald Schaefer, Hossein Ebrahimpour-Komleh |
| 2019 | A Bi-Strategy Based Optimization Algorithm for the Dynamic Capacitated Electric Vehicle Routing Problem. Jiawen Lu, Ling Wang |
| 2019 | A Bi-level Differential Evolutionary Algorithm for Constrained Optimization. Guanghong Han, Xi Chen |
| 2019 | A Binary NSGA-III for Unsupervised Band Selection in Hyper-spectral Satellite Images. Rachana Gupta, Satyasai Jagannath Nanda |
| 2019 | A Cellular Automata-Based Path-Planning for a Cooperative and Decentralized Team of Robots. Gina M. B. Oliveira, Reslley G. O. Silva, Giordano B. S. Ferreira, Micael S. Couceiro, Laurence Rodrigues do Amaral, Patrícia Amâncio Vargas, Luiz Gustavo Almeida Martins |
| 2019 | A Closed Itemset Property based Multi-objective Evolutionary Approach for Mining Frequent and High Utility Itemsets. Heng Cao, Shangshang Yang, Qingren Wang, Qijun Wang, Lei Zhang |
| 2019 | A Co-evolutionary Cartesian Genetic Programming with Adaptive Knowledge Transfer. Jinghui Zhong, Linhao Li, Weili Liu, Liang Feng, Xiao-Min Hu |
| 2019 | A Comparison of Performance of GA, PSO and Differential Evolution Algorithms for Dynamic Phase Reconfiguration Technology of a Smart Grid. Md. Rabiul Islam, Haiyan Helen Lu, Md. Jahangir Hossain, Li Li |
| 2019 | A Computational Approach for Designing Combination Therapy in Combating Glioblastoma. Terry Truong, Pablo Moscato, Nasimul Noman |
| 2019 | A Deadline-Aware Estimation of Distribution Algorithm for Resource Scheduling in Fog Computing Systems. Chuge Wu, Ling Wang |
| 2019 | A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation Detection. Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane |
| 2019 | A Divide-and-Conquer-based Approach for Diverse Group Stock Portfolio Optimization Using Island-based Genetic Algorithms. Chun-Hao Chen, Wan-Yi Shen, Mu-En Wu, Tzung-Pei Hong |
| 2019 | A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of Go. Chang-Shing Lee, Mei-Hui Wang, Li-Chuang Chen, Yusuke Nojima, Tzong-Xiang Huang, Jinseok Woo, Naoyuki Kubota, Eri Sato-Shimokawara, Toru Yamaguchi |
| 2019 | A GP Based Two-Layer Framework for Data-Driven Modeling of Swarm Self-Organizing Rules. Tao Wang, Xingguang Peng, Yapei Wu, Jian Gao |
| 2019 | A Grammatical Evolution Approach for the Automated Generation of Perturbative Heuristics. George Mweshi, Nelishia Pillay |
| 2019 | A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design. William Irwin-Harris, Yanan Sun, Bing Xue, Mengjie Zhang |
| 2019 | A Greedy, Generative, Lattice Representation for Point Packing. Daniel A. Ashlock, Jeremy Gilbert |
| 2019 | A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree Problem. Pham Dinh Thanh, Huynh Thi Thanh Binh, Do Dinh Dac, Nguyen Binh Long, Le Minh Hai Phong |
| 2019 | A Heuristic Initialized Memetic Algorithm for the Joint Allocation of Heterogeneous Stochastic Resources. Yipeng Wang, Bin Xin, Lihua Dou, Zhihong Peng |
| 2019 | A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization Problems. Rui You, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Jun Zhang |
| 2019 | A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clustering. Slim Bechikh, Maha Elarbi, Chih-Cheng Hung, Sabrine Hamdi, Lamjed Ben Said |
| 2019 | A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick James Tighe, Herbert F. Sewell, John Robertson |
| 2019 | A Hybrid Genetic Programming Hyper-Heuristic Approach for Online Two-level Resource Allocation in Container-based Clouds. Boxiong Tan, Hui Ma, Yi Mei |
| 2019 | A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi |
| 2019 | A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm. Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan |
| 2019 | A LPSO-SGD algorithm for the Optimization of Convolutional Neural Network. Guixiang Lai, Feipeng Li, Jiqiang Feng, Shi Cheng, Jian Cheng |
| 2019 | A Max-Min Ant System Approach to Autonomous Navigation. Chaomin Luo, Saleh Alarabi, Zhuming Bi, Gene Eu Jan |
| 2019 | A Memetic Algorithm for Symbolic Regression. Haoyuan Sun, Pablo Moscato |
| 2019 | A Memetic Approach to the Solution of Constrained Min-Max Problems. Gianluca Filippi, Massimiliano Vasile |
| 2019 | A Memetic Fuzzy Whale Optimization Algorithm for Data Clustering. Ze-Xue Wu, Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang |
| 2019 | A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method. Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes |
| 2019 | A Mixed-Integer Extension for ESA's Cassini1 Space Mission Benchmark. Martin Schlueter, Masaharu Munetomo |
| 2019 | A Modified Particle Swarm Optimization for Parameters Identification of Photovoltaic Models. Kunjie Yu, Shilei Ge, Bo-Yang Qu, Jing J. Liang |
| 2019 | A Multi-Objective Problem in a PSO-based Control System for Maximum Power Point Tracking. Shin Yasukawa, Toshimichi Saito |
| 2019 | A Multi-Start Iterated Local Search Algorithm for the Maximum Scatter Traveling Salesman Problem. Pandiri Venkatesh, Alok Singh, Rammohan Mallipeddi |
| 2019 | A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization. Hao Wang, Chaoli Sun, Yaochu Jin, Shufen Qin, Haibo Yu |
| 2019 | A Multi-objective Particle Swarm Optimization for Neural Networks Pruning. Tao Wu, Jiao Shi, Deyun Zhou, Yu Lei, Maoguo Gong |
| 2019 | A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions. Takashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi |
| 2019 | A New Bi-level PSO Algorithm based on Dynamic Constraint Processing and Approximate Navigation. Long Zhao, Jingxuan Wei |
| 2019 | A New Brainstorming Based Algorithm for the Community Detection Problem. Zohra Beldi, Malika Bessedik |
| 2019 | A New Prediction Approach for Dynamic Multiobjective Optimization. Ali Ahrari, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam |
| 2019 | A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization. Shufen Qin, Chaoli Sun, Yaochu Jin, Lier Lan, Ying Tan |
| 2019 | A Niching Multi-objective Harmony Search Algorithm for Multimodal Multi-objective Problems. Bo-Yang Qu, G. S. Li, Q. Q. Guo, Li Yan, Xuzhao Chai, Z. Q. Guo |
| 2019 | A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark Problems. Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang, Jianyi Wan, Wenjun Wang |
| 2019 | A Novel Binary Negatively Correlated Search for Wind Farm Layout Optimization. Qun Niu, Kecheng Jiang, Bing Liu |
| 2019 | A Novel CMA-ES with an Eigen Coordinates Framework for Parameter Identification in Photovoltaic Models. Xiaofei Wang, Hui Zhao, Zhenglei Wei, Yajun Liang, Yintong Li, Tong Han |
| 2019 | A Novel Clustering Algorithm Based on Fully-Informed Particle Swarm. Ekhlas Masoudi Mansour, Abbas Ahmadi |
| 2019 | A Novel Memetic Algorithm with Explicit Control of Diversity for the Menu Planning Problem. Carlos Segura, Gara Miranda, Eduardo Segredo, Joel Chacón Castillo |
| 2019 | A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection. Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan |
| 2019 | A Novel Multiobjective Particle Swarm Optimization Algorithm with Dynamic Resource Allocation. Lingjie Li, Qiuzhen Lin, Jia Wang, Jianyong Chen, Zhong Ming |
| 2019 | A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining. Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger |
| 2019 | A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb |
| 2019 | A Novel Surrogate-assisted Differential Evolution for Expensive Optimization Problems with both Equality and Inequality Constraints. Zan Yang, Haobo Qiu, Liang Gao, Chen Jiang, Liming Chen, Xiwen Cai |
| 2019 | A PSO-based Algorithm for Reserve Price Optimization in Online Ad Auctions. Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak |
| 2019 | A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe |
| 2019 | A Particle Swarm Optimization with Filter-based Population Initialization for Feature Selection. Yu Xue, Weiwei Jia, Alex X. Liu |
| 2019 | A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains. Diego Carvalho, Nícollas Silva, Tiago Trotta, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha |
| 2019 | A Performance Enhanced Niching Multi-objective Bat algorithm for Multimodal Multi-objective Problems. Li Yan, G. S. Li, Yuechao Jiao, Bo-Yang Qu, Caitong Yue, S. K. Qu |
| 2019 | A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its Application. Chang Zhou, Dunwei Gong, Yi-Nan Guo, Wenyin Gong |
| 2019 | A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-Tasking. Qingxia Shang, L. Zhang, Liang Feng, Yaqing Hou, J. Zhong, Abhishek Gupta, Kay Chen Tan, H.-L. Liu |
| 2019 | A Prize Collecting problem applied to a Real Milk Collection problem in Chile. Elizabeth Montero, Dario Canales, Germán Paredes-Belmar, Raúl Soto |
| 2019 | A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling. Jingfang Chen, Ling Wang, Xiao He, Dexian Huang |
| 2019 | A Ranking Based Technique to Predict Protein Complexes. Archana Chowdhury, Pratyusha Rakshit, Amit Konar, Atulya K. Nagar |
| 2019 | A Regional Multi-Objective Tabu Search Algorithm for a Green Heterogeneous Dial-A-Ride Problem. Mehdi Abedi, Raymond Chiong, Rukshan Athauda, Hany Seidgar, Zbigniew Michalewicz, Andrew Sturt |
| 2019 | A Research of Variable Selection Method within A Framework of Real-coded Genetic Algorithm. Takahiro Obata, Setsuya Kurahashi |
| 2019 | A Scalable Multimodal Multiobjective Test Problem. Hisao Ishibuchi, Yiming Peng, Ke Shang |
| 2019 | A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud Environment. Tao Shi, Hui Ma, Gang Chen |
| 2019 | A Simple and Effective Termination Condition for Both Single- and Multi-Objective Evolutionary Algorithms. Saku Kukkonen, Carlos A. Coello Coello |
| 2019 | A Simulated Annealing Hyper-heuristic for Job Shop Scheduling Problems. Fernando Garza-Santisteban, Roberto Sánchez-Pámanes, Luis Antonio Puente Rodríguez, Ivan Amaya, José Carlos Ortiz-Bayliss, Santiago E. Conant-Pablos, Hugo Terashima-Marín |
| 2019 | A Spark-based Gaussian Bare-bones Cuckoo Search with dynamic parameter selection. Zhihui He, Hu Peng, Changshou Deng, Yucheng Tan, Zhijian Wu, Shuangke Wu |
| 2019 | A Sparse Fireworks Algorithm for Gene Regulatory Network Reconstruction based on Fuzzy Cognitive Maps. Yilan Wang, Jing Liu |
| 2019 | A Stock Trend Prediction Approach based on Chinese News and Technical Indicator Using Genetic Algorithms. Chun-Hao Chen, Ping Shih |
| 2019 | A Structure-Based Partial Solution Search for the Examination Timetabling Problem. Christopher Rajah, Nelishia Pillay |
| 2019 | A Study on Knowledge Reuse Strategies in Multitasking Differential Evolution. Chen Jin, Pei-Wei Tsai, A. K. Qin |
| 2019 | A Study on Online Hyper-heuristic Learning for Swarm Robots. Shuang Yu, Andy Song, Aldeida Aleti |
| 2019 | A Surrogate Model Assisted Quantum-inspired Evolutionary Algorithm for Hyperparameter Optimization in Machine Learning. Cheng Peng, Yangyang Li, Lei Cao, Licheng Jiao |
| 2019 | A Surrogate-Assisted Cooperative Co-evolutionary Algorithm Using Recursive Differential Grouping as Decomposition Strategy. Julien Blanchard, Charlotte Beauthier, Timoteo Carletti |
| 2019 | A Sustainable Energy Investment Planning Model Based on the Micro-Grid Concept Using Recent Metaheuristic Optimization Algorithms. Soheil Mohseni, Alan C. Brent, Daniel Burmester |
| 2019 | A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang |
| 2019 | A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive Problems. Puyu Jiang, Qi Zhou, Jun Liu, Yuansheng Cheng |
| 2019 | A Two-layer Optimization Management Method for the Microgrid with Electric Vehicles. Zedong Zheng, Shengxiang Yang |
| 2019 | A Univariate Marginal Distribution Resampling Differential Evolution Algorithm with Multi-Mutation Strategy. Yuan Fu, Hu Wang |
| 2019 | A Weak Supervision Technique with a Generative Model for Improved Gene Clustering. Pratik Dutta, Sriparna Saha |
| 2019 | A grouping method based on improved PSO for task allocation in rescue environment. Simeng Lin, Na Geng, Jing Sun, Yong Zhang |
| 2019 | A hybrid model based on CNN and Bi-LSTM for urban water demand prediction. Piao Hu, Jun Tong, Jingcheng Wang, Yue Yang, Luca de Oliveira Turci |
| 2019 | A multi-objective multi-factorial evolutionary algorithm with reference-point-based approach. Huynh Thi Thanh Binh, Nguyen Quoc Tuan, Doan Cao Thanh Long |
| 2019 | A new Method for Dynamic Economic Emission Dispatch Problem. Chia-Ling Huang, Chen-Wei Jao, Xianyong Zhang, Wei-Chang Yeh, Vera Yuk Ying Chung, Jinhai Wang, Jun Yang, Yun-Zhi Jiang |
| 2019 | A novel multi-objective competitive swarm optimization algorithm for multi-modal multi objective problems. Ying Wang, Zhile Yang, Yuanjun Guo, Juncheng Zhu, Xiaodong Zhu |
| 2019 | A novel particle swarm optimizer for many-objective optimization. Jianping Luo, Xiongwen Huang, Xia Li, Kaizhou Gao |
| 2019 | A self-adaptive artificial bee colony algorithm with local search for TSK-type neuro-fuzzy system training. Kuang-Pen Chou, Chin-Teng Lin, Wen-Chieh Lin |
| 2019 | A study of Pareto-based methods for ensemble pool generation and aggregation. Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza |
| 2019 | Achieving Flexible Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. Yongbo Yu, Yalian Feng, Hui Ma, Aaron Chen, Chen Wang |
| 2019 | Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming. Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang |
| 2019 | Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. Qiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann |
| 2019 | Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale Optimisation. Nasser R. Sabar, Ayad Turky, Andy Song |
| 2019 | Adversarial Example Generation using Evolutionary Multi-objective Optimization. Takahiro Suzuki, Shingo Takeshita, Satoshi Ono |
| 2019 | Agent-based Modeling of Migration Dynamics in the Mekong Delta, Vietnam: Automated Calibration Using a Genetic Algorithm. Hung Khanh Nguyen, Raymond Chiong, Manuel Chica, Richard H. Middleton, Sandeep Dhakal |
| 2019 | An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement Learning. Yaxian Liu, Hui Lu, Shi Cheng, Yuhui Shi |
| 2019 | An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary Algorithm. Wei Zheng, Jianyong Sun, Hui Li |
| 2019 | An Analysis of Minimum Population Search on Large Scale Global Optimization. Antonio Bolufé Röhler, Stephen Chen, Dania Tamayo-Vera |
| 2019 | An Analysis on the Effect of Selection on Exploration in Particle Swarm Optimization and Differential Evolution. Stephen Chen, Antonio Bolufé Röhler, James Montgomery, Tim Hendtlass |
| 2019 | An Ant Colony Optimization based Approach to Adjust Public Transportation Network. Wei Hu, Chunlu Wang, Xingquan Zuo |
| 2019 | An Approach for Non-domination Level Update Problem in Steady-State Evolutionary Algorithms With Parallelism. Sumit Mishra, Carlos A. Coello Coello |
| 2019 | An Effective Memetic Algorithm for Resource Constrained Project Scheduling Problem. Humyun Fuad Rahman, Ripon Kumar Chakrabortty, Michael J. Ryan |
| 2019 | An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High Dimension. Zhenhua Li, Jingda Deng, Weifeng Gao, Qingfu Zhang, Hai-Lin Liu |
| 2019 | An Efficient Genetic Algorithm for Active Space Debris Removal Planning. Dongmei Wang, Lin Li, Long Chen |
| 2019 | An Efficient Multi-Object Detection Approach with Chaotic Model of Ant Colony. Benlian Xu, Mingli Lu, Jian Shi |
| 2019 | An Equivalent Penalty Coefficient Method: An Adaptive Penalty Approach for Population-Based Constrained Optimization. Tetsuyuki Takahama, Setsuko Sakai |
| 2019 | An Evolutionary Algorithm with Heuristic Longest Cycle Crossover for Solving the Capacitated Vehicle Routing Problem. Thammarsat Visutarrom, Tsung-Che Chiang |
| 2019 | An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image Classification. Ying Bi, Bing Xue, Mengjie Zhang |
| 2019 | An Evolutionary Machine Learning Approach Towards Less Conservative Robust Optimization. Priyanka Devi Pantula, Kishalay Mitra |
| 2019 | An Evolvable Real-time System of Integrated Satellite Scheduling based on Cooperative Neuro Evolution of Augmenting Topologies. Yonghao Du, Lining Xing, Yingguo Chen, Yuning Chen, Jian Xiong |
| 2019 | An Experimental Study of Large-scale Capacitated Vehicle Routing Problems. Er Zhuo, Yunjie Deng, Zhewei Su, Peng Yang, Bo Yuan, Xin Yao |
| 2019 | An Improved Gaussian Pigeon-inspired Optimization Algorithm. Jiahao He, Yanbin Liu, Boyi Chen, Chunlun Yi |
| 2019 | An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li |
| 2019 | An Study of Operator Design under an Adaptive approach for solving the Cross-docks Vehicle Routing Problem. Jose-manuel Urtasun, Elizabeth Montero |
| 2019 | An Unknown Environment Exploration Strategy for Swarm Robotics Based on Brain Storm Optimization Algorithm. Gao Li, Dabu Zhang, Yuhui Shi |
| 2019 | Analysis of Cuckoo Search Efficiency. Carlos Eduardo M. Barbosa, Germano C. Vasconcelos |
| 2019 | Analysis of satellite observation task clustering based on the improved clique partition algorithm. Xiangyu Long, Shufan Wu, Benjie Cui, Zhongcheng Mu, Yixin Huang, Sunhao Chu |
| 2019 | Ants for Identifying and Optimizing the Core Set K-Covering Problem. Sameh Al-Shihabi |
| 2019 | Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN. Misaki Kitahashi, Hisashi Handa |
| 2019 | Application of MOEA/D to a Trade-Off Problem Between Maximum Power Point and Stability. Tomoyuki Togawa, Yusuke Kunii, Shin Yasukawa, Toshimichi Saito |
| 2019 | Applying Memetic algorithm with Improved L-SHADE and Local Search Pool for the 100-digit challenge on Single Objective Numerical Optimization. Daniel Molina, Francisco Herrera |
| 2019 | Applying an Adaptive Generative Representation to the Investigation of Affordances in Puzzles. Daniel A. Ashlock, James Montgomery |
| 2019 | Artificial Ecosystem Algorithm Applied to Multi-Line Steel Scheduling. Manal T. Adham, Peter J. Bentley |
| 2019 | Automatic Data Clustering based on Hybrid Atom Search Optimization and Sine-Cosine Algorithm. Mohamed E. Abd Elaziz, Nabil Neggaz, Ahmed A. Ewees, Songfeng Lu |
| 2019 | Automatic Generation of Optimization Algorithms for Production Lot-Sizing Problems. Luis Filipe de Araújo Pessoa, Bernd Hellingrath, Fernando Buarque de Lima Neto |
| 2019 | Automatic Parameter Tuning using Bayesian Optimization Method. Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao |
| 2019 | Automating Knowledge Transfer with Multi-Task Optimization. Eric O. Scott, Kenneth A. De Jong |
| 2019 | Autonomous Generation of Observation Schedules for Tracking Satellites with Structured-Chromosome GA Optimisation. Cristian Greco, Lorenzo Gentile, Gianluca Filippi, Edmondo A. Minisci, Massimiliano Vasile, Thomas Bartz-Beielstein |
| 2019 | Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization. Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba |
| 2019 | Bi-level Programming of AC/DC Hybrid Distribution Network Based on Improved Genetic Algorithm. Lu Zhang, Biao Xu, Pengwei Cong, Yunjing Guo, Shujun Jiang, Rui Huang |
| 2019 | Biasing MCTS with Features for General Games. Dennis J. N. J. Soemers, Éric Piette, Cameron Browne |
| 2019 | Binocular Pose Estimation for UAV Autonomous Aerial Refueling via Brain Storm Optimization. Cong Zhang, Xiaobin Xu, Yuhui Shi, Yimin Deng, Cong Li, Haibin Duan |
| 2019 | Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking Systems. Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Helon V. H. Ayala |
| 2019 | Blockchain Scheme Based on Evolutionary Proof of Work. Willa Ariela Syafruddin, Sajjad Dadkhah, Mario Köppen |
| 2019 | Blockchain-enabled Transactive Method in Distributed Systems Considering Security Constraints. Xiaoling Jin, Cuifen Bai, Zhebo Zhang, Shenyi Zhao, Haoran Wang, Zheng Yan, Lu Zhang, Sijie Chen |
| 2019 | Blocky Net: A New NeuroEvolution Method. Thomas Watts, Bing Xue, Mengjie Zhang |
| 2019 | Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental Design. Rui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi |
| 2019 | Brain Storm Optimization Algorithm based on Competition Mechanism. Fenqiang Li, Hu Peng, Changshou Deng, Yi Zeng, Yucheng Tan, Wenjun Wang |
| 2019 | Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients. Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba |
| 2019 | Brain Storm Optimization Algorithm in Objective Space for Reliability-Redundancy Allocation Problem. Rahul Nath, Amit Rauniyar, Pranab K. Muhuri |
| 2019 | CAPSO: A Parallelized Multiobjective Cultural Algorithm Particle Swarm Optimizer. Samuel Dustin Stanley, Khalid Kattan, Robert G. Reynolds |
| 2019 | CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018. Urban Skvorc, Tome Eftimov, Peter Korosec |
| 2019 | CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems. Hanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan |
| 2019 | Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling? Fangfang Zhang, Yi Mei, Mengjie Zhang |
| 2019 | Chaotic Evolution Algorithms Using Opposition-Based Learning. Tianshui Li, Yan Pei |
| 2019 | Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes |
| 2019 | Classification-based Optimization with Multi-Fidelity Evaluations. Kai Wu, Jing Liu |
| 2019 | Clustering Networks Based on Physarum Optimization for Seismic Catalogs Analysis. Prasunika Khare, Satyasai Jagannath Nanda, Rahul Kumar Vijay |
| 2019 | Clustering and Ranking Based Methods for Selecting Tuned Search Heuristic Parameters. Christoph Waibel, Ralph Evins, Jan Carmeliet |
| 2019 | Comparative Analysis of Two Asynchronous Parallelization Variants for a Multi-Objective Coevolutionary Solver. Alexandru-Ciprian Zavoianu, Susanne Saminger-Platz, Wolfgang Amrhein |
| 2019 | Comparing Direct and Indirect Representations for Environment-Specific Robot Component Design. Jack Collins, Ben Cottier, David Howard |
| 2019 | Comparing Large-Scale Global Optimization Competition winners in a real-world problem. Daniel Molina, Arthur R. Nesterenko, Antonio LaTorre |
| 2019 | Comparing Three Approaches to Micro in RTS Games. Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu |
| 2019 | Comparison of Statistical Table- and Non-Statistical Table-based XCS in Noisy Environments. Takato Tatsumi, Keiki Takadama |
| 2019 | Complex-Valued-based Learning Classifier System for POMDP Environments. Keiki Takadama, Daichi Yamazaki, Masaya Nakata, Hiroyuki Sato |
| 2019 | Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2019 | Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint Programming. Hyunmin Cheong, Mehran Ebrahimi, Adrian Butscher, Francesco Iorio |
| 2019 | Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics. Noëlie Cherrier, Jean-Philippe Poli, Maxime Defurne, Franck Sabatié |
| 2019 | Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy games. Valentin Antuori, Florian Richoux |
| 2019 | Cooperative Co-evolution with Soft Grouping for Large Scale Global Optimization. Weiming Liu, Yinda Zhou, Bin Li, Ke Tang |
| 2019 | Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical Optimization. Petr Bujok, Ales Zamuda |
| 2019 | Cooperative Optimization Algorithm for the 100-Digit Challenge. Geng Zhang, Yuhui Shi, Jun Steed Huang |
| 2019 | Cooperative game concepts in solving global optimization. Iztok Fister Jr., Andrés Iglesias, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister |
| 2019 | Coverage Enhancement of MOEA/D-M2M for Problems with Difficult-to-Approximate Pareto Front Boundaries. Hiroaki Fukumoto, Akira Oyama |
| 2019 | Crude Oil Distillation Optimization Using Surrogate-aided Constrained Evolutionary Optimization. Feng Xue, Lei Liu, Xiaoxia Chen, Xuhua Shi |
| 2019 | DISH Algorithm Solving the CEC 2019 100-Digit Challenge. Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda |
| 2019 | Data Normalisation using Differential Evolution and Aggregated Logistic Functions. Michael Mayo, Maisa Daoud |
| 2019 | Data-driven Modelling of Dynamical Systems Using Tree Adjoining Grammar and Genetic Programming. Dhruv Khandelwal, Maarten Schoukens, Roland Tóth |
| 2019 | Decomposition for Large-scale Optimization Problems with Overlapping Components. Yuan Sun, Xiaodong Li, Andreas T. Ernst, Mohammad Nabi Omidvar |
| 2019 | Deep Multi-agent Reinforcement Learning in a Common-Pool Resource System. Hanwei Zhu, Michael Kirley |
| 2019 | Design of Optimal Ship Steering Active Disturbance Rejection Controller Based on Adaptive Particle Swarm Optimization. Junhai Cao, Yimin Zhou, Ronghui Li, Juncheng Zhu |
| 2019 | Design of a Computationally Economical Image Classifier using Generic Features. Rohan Basu Roy, Anisha Halder Roy, Amit Konar, Atulya Nagar |
| 2019 | Development of Evolutionary Design of Experiments to Find Significant Effects for Natural Disaster Prevention. Takeshi Uchitane, Toshiharu Hatanaka |
| 2019 | Differential Evolution with Better and Nearest Option for Function Optimization. Haozhen Dong, Liang Gao, Xinyu Li, Haorang Zhong, Bing Zeng |
| 2019 | Differential Evolutionary Multi-task Optimization. Xiaolong Zheng, Yu Lei, A. K. Qin, Deyun Zhou, Jiao Shi, Maoguo Gong |
| 2019 | Differential Grouping with Spectral Clustering for Large Scale Global Optimization. Lin Li, Wei Fang, Quan Wang, Jun Sun |
| 2019 | Dilation Functions in Global Optimization. Marco S. Nobile, Paolo Cazzaniga, Daniel A. Ashlock |
| 2019 | Distributed NSGA-II Sharing Extreme Non-dominated Solutions for Improving Accuracy and Achieving Speed-up. Yuji Sato, Mikiko Sato, Minami Miyakawa |
| 2019 | Diversity Improves Teamwork: Optimising Teams using a Genetic Algorithm. Soo Ling Lim, Peter J. Bentley |
| 2019 | Do general Genetic Algorithms provide benefits when solving real problems? Przemyslaw A. Grudniewski, Adam J. Sobey |
| 2019 | Driving Profile using Evolutionary Computation. Nuno Lourenço, Bruno Cabral, Jorge Granjal |
| 2019 | Dynamic Multi-swarm Global Particle Swarm Optimization. Yichao Tang, Xiong Li, Yinglong Zhang, Xuewen Xia, Ling Gui |
| 2019 | Dynamic Multimodal Optimization: A Preliminary Study. Shi Cheng, Hui Lu, Yi-Nan Guo, Xiujuan Lei, Jing Liang, Junfeng Chen, Yuhui Shi |
| 2019 | Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments. Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba |
| 2019 | Effect of PSO Communication Topologies on Task Matching in Grid Computing. Eid Albalawi, Fujie Chen, Ruppa K. Thulasiram, Parimala Thulasiraman |
| 2019 | Effective ACO-Based Memetic Algorithms for Symmetric and Asymmetric Dynamic Changes. Michalis Mavrovouniotis, Iaê Santos Bonilha, Felipe Martins Müller, Georgios Ellinas, Marios M. Polycarpou |
| 2019 | Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial Markets. Frederick Ditliac Atiah, Mardé Helbig |
| 2019 | Efficient Multi-Objective Evolutionary Algorithm for Constrained Global Optimization of Expensive Functions. Zhonghua Han, Fei Liu, Chenzhou Xu, Keshi Zhang, Qingfu Zhang |
| 2019 | Electric Vehicle Charging Scheduling Using Ant Colony System. Michalis Mavrovouniotis, Georgios Ellinas, Marios M. Polycarpou |
| 2019 | Empirical Analysis of Island Model on Large Scale Global Optimization. Ting-Chen Wang, Chih-Yu Lin, Rung-Tzuo Liaw, Chuan-Kang Ting |
| 2019 | Enhanced Brain Storm Optimization with Role-playing Strategy. Jianqiang Chen, Changshou Deng, Hu Peng, Yucheng Tan, Xinyu Zhou, Feng Wang |
| 2019 | Enhanced Water Cycle Algorithm with Active Learning and Return Strategy. Caihua Chen, Peng Wang, Huachao Dong, Xinjing Wang |
| 2019 | Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional Method. Khizar Quresh, Shahryar Rahnamayan, Yuping He, Ramiro Liscano |
| 2019 | Enhancing k-Nearest Neighbors through Learning Transformation Functions by Genetic Programming. Kuan-Chun Huang, Yu-Wei Wen, Chuan-Kang Ting |
| 2019 | Ensemble Classifier Optimization by Reducing Input Features and Base Classifiers. Zohaib Md. Jan, Brijesh K. Verma |
| 2019 | Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem. Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek |
| 2019 | Epigenetic evolution of deep convolutional models. Alexander Hadjiivanov, Alan Blair |
| 2019 | Estimation of Distribution using Population Queue based Variational Autoencoders. Sourodeep Bhattacharjee, Robin Gras |
| 2019 | Evaluation and Validation of Semi-Supervised Ant-inspired Sentence-Level Sentiment Prediction Clustering. Mohammed Qasem, Parimala Thulasiraman |
| 2019 | EvoDNN - An Evolutionary Deep Neural Network with Heterogeneous Activation Functions. Peiyu Cui, Boris Shabash, Kay C. Wiese |
| 2019 | Evolution of Biological Eye in Computer Simulation. Neil Vaughan |
| 2019 | Evolution of Stacked Autoencoders. Tim Silhan, Stefan Oehmcke, Oliver Kramer |
| 2019 | Evolutionary Algorithm for Project Scheduling under Irregular Resource Changes. Forhad Zaman, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam, Carlos A. Coello Coello |
| 2019 | Evolutionary Antivirus Signature Optimization. Eliana Giovannitti, Luca Mannella, Andrea Marcelli, Giovanni Squillero |
| 2019 | Evolutionary Computation Automated Design of Ship Hull Forms for the Industry 4.0 Era. Joo Hock Ang, Cindy Goh, Ciel Thaddeus Choo, Juveno, Zhi Ming Lee, Vijay Prabhakarrao Jirafe, Yun Li |
| 2019 | Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint Handling. Ruwang Jiao, Sanyou Zeng, Changhe Li, Witold Pedrycz |
| 2019 | Evolutionary Design of Recurrent Neural Network Architecture for Human Activity Recognition. Ramya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei |
| 2019 | Evolutionary Multiobjective Change Detection via Self-paced Learning and Fuzzy Clustering. Yingying Duan, Jingjing Ma, Hao Li, Mingyang Zhang, Zedong Tang, Maoguo Gong |
| 2019 | Evolutionary Multitasking for Semantic Web Service Composition. Chen Wang, Hui Ma, Gang Chen, Sven Hartmann |
| 2019 | Evolutionary Optimization of Air-conditioning Schedule Robust for Temperature Forecast Errors. Yoshihiro Ohta, Hiroyuki Sato |
| 2019 | Evolutionary Optimization of Hyperparameters in Deep Learning Models. Jin-Young Kim, Sung-Bae Cho |
| 2019 | Evolutionary Optimization on k-Nearest Neighbors Classifier for Imbalanced Datasets. Yu-Hsin Shih, Chuan-Kang Ting |
| 2019 | Evolutionary Planning for Multi-User Multi-Task Missions. Rahul Kala |
| 2019 | Evolutionary synthetic minority oversampling technique with random forest for warfarin dose prediction in Chinese patients. Yanyun Tao, Kaixin Wang, Yuzhen Zhang |
| 2019 | Evolving Collective Cognition of Robotic Swarms in the Foraging Task with Poison. Motoaki Hiraga, Yufei Wei, Kazuhiro Ohkura |
| 2019 | Evolving Deep CNN-LSTMs for Inventory Time Series Prediction. Ning Xue, Isaac Triguero, Grazziela P. Figueredo, Dario Landa-Silva |
| 2019 | Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristics. Fangfang Zhang, Yi Mei, Mengjie Zhang |
| 2019 | Evolving One-Dimensional Deep Convolutional Neural Network: A Swarm based Approach. Ali Haidar, Zohaib Md. Jan, Brijesh K. Verma |
| 2019 | Evolving task priority rules for heterogeneous assembly line balancing. João Pedro Gonçalves Moreira, Marcus Ritt |
| 2019 | Expensive Inequality Constraints Handling Methods Suitable for Dynamic Surrogate-based Optimization. Chunna Li, Hai Fang, Chunlin Gong |
| 2019 | Exploring Multi-Objective Optimization for Multi-Label Classifier Ensembles. Sriparna Saha, Debanjan Sarkar, Stefan Kramer |
| 2019 | Extending a Genetic Algorithm for Good Spanners of Hypercubes. David Kubon |
| 2019 | Extracting Information Cores with Multi-property Using a Multiobjective Evolutionary Algorithm. Zhenni Ren, Jing Liu |
| 2019 | Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm. Ali Bakhshi, Nasimul Noman, Zhiyong Chen, Mohsen Zamani, Stephan K. Chalup |
| 2019 | Feature Bundles and their Effect on the Performance of Tree-based Evolutionary Classification and Feature Selection Algorithms. Kourosh Neshatian, Lucianne Varn |
| 2019 | Feature Selection in Classification using Binary Max-Min Ant System with Differential Evolution. Jennifer Joyce M. Montemayor, Renato V. Crisostomo |
| 2019 | Feature Selection of EEG Oscillatory Activity Related to Motor Imagery Using a Hierarchical Genetic Algorithm. Miguel Leon, Joaquín Ballesteros, Jonatan Tidare, Ning Xiong, Elaine Åstrand |
| 2019 | Feature Selection of High Dimensional Data by Adaptive Potential Particle Swarm Optimization. Xingyue Huang, Yizhou Chi, Yu Zhou |
| 2019 | Financial Forecasting using Deep Learning with an Optimized Trading Strategy. Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu |
| 2019 | Fireworks Algorithm for Multimodal Optimization Using a Distance-based Exclusive Strategy. Jun Yu, Hideyuki Takagi, Ying Tan |
| 2019 | Fitness Landscape Analysis in Data-Driven Optimization: An Investigation of Clustering Problems. Marcus Gallagher |
| 2019 | Fusing creative operations into evolutionary computation for composition: From a composer's perspective. Chun-Yien Chang, Ying-Ping Chen |
| 2019 | GADE with Fitness-based Opposition and Tidal Mutation for Solving IEEE CEC2019 100-Digit Challenge. Alexander Epstein, Mehmet Ergezer, Ian Marshall, William Shue |
| 2019 | GAEEII: An Optimised Genetic Algorithm Endmember Extractor for Hyperspectral Unmixing. Douglas Winston Ribeiro Soares, Gustavo Teodoro Laureano, Celso Gonçalves Camilo Junior |
| 2019 | GOOFeD: Extracting Advanced Features for Image Classification via Improved Genetic Programming. Stanton R. Price, Derek T. Anderson, Steven R. Price |
| 2019 | Gaussian Bare-Bones Brain Storm Optimization Algorithm. Mohammed El-Abd |
| 2019 | Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic Programming. James Alexander Hughes, Mark Daley |
| 2019 | Generation of a Corporate Sound Logo Based on Symbiotic Evolution. Noriko Otani |
| 2019 | Genetic Algorithm for Solving Spherical Optimization Problems. Ankur Sinha, Vaseem Shaikh |
| 2019 | Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine Identification. F. P. Da Costa, Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Ali Reza Tavakolpour-Saleh, Helon V. H. Ayala |
| 2019 | Genetic Approach to Stable Partitioning in Online Role Based Hedonic Games. Tsenguun Tsogbadrakh, Matthew Spradling |
| 2019 | Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning. Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang |
| 2019 | Genetic Programming with Rademacher Complexity for Symbolic Regression. Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang |
| 2019 | Genetic algorithm for Robust Total coloring of a Fuzzy graph. Arindam Dey, Aayush Agarwal, Pranav Dixit, Tandra Pal |
| 2019 | Global Sensitivity Analysis Using Augmented Radial Basis Function. Zeping Wu, Wenjie Wang, Donghui Wang, Weihua Zhang |
| 2019 | Gradient-free Algorithms for Graph Embedding. Liang Qu, Yuhui Shi |
| 2019 | Group-based Adaptive Differential Evolution For Chance Constrained Portfolio Optimization Using Bank Deposit and Bank Loan. Kiyoharu Tagawa |
| 2019 | Heterogeneous Teams of Robots using a Coordinating Model for Surveillance Task based on Cellular Automata and Repulsive Pheromone. Claudiney R. Tinoco, Gina M. B. Oliveira |
| 2019 | How Learning Strategies Can Promote an Evolving Population in Dynamic Environments. Nam Le, Michael O'Neill, Anthony Brabazon |
| 2019 | Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load Dispatch. Xin Zhang, Yang Lou, Shiu Yin Yuen, Zhou Wu, Yaodong He, Xiu Zhang |
| 2019 | Hybrid Heuristics for the Linear Ordering Problem. Erik Garcia, Josu Ceberio, José Antonio Lozano |
| 2019 | Hybrid ISMC-PIO and Receding Horizon Control for UAVs Formation. Xiaobin Xu, Haibin Duan, Yimin Deng, Delin Luo |
| 2019 | Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging. Akemi Gálvez, Iztok Fister, Eneko Osaba, Iztok Fister Jr., Javier Del Ser, Andrés Iglesias |
| 2019 | Hybrid of PSO and CMA-ES for Global Optimization. Peilan Xu, Wenjian Luo, Xin Lin, Yingying Qiao, Tao Zhu |
| 2019 | Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean |
| 2019 | Hyper-Parameter Optimization for Improving the Performance of Grammatical Evolution. Hao Wang, Yitan Lou, Thomas Bäck |
| 2019 | Hyper-heuristics Reversed: Learning to Combine Solvers by Evolving Instances. Ivan Amaya, José Carlos Ortiz-Bayliss, Santiago E. Conant-Pablos, Hugo Terashima-Marín |
| 2019 | IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019 |
| 2019 | IVF/GDE3 - In Vitro Fertilization method coupled to GDE3. Sávio Menezes Sampaio, Celso G. Camilo-Junior |
| 2019 | Identifying Isolated Microgrids in Rural Areas : An Evolutionary Algorithm Approach for a Graph Clustering Problem. Manou Rosenberg, James R. E. Fletcher, Mark Reynolds, Tim French, Lyndon While |
| 2019 | Improved Sequential Approximate Optimization for Aerodynamic Design Benchmark Problem. Wenjie Wang, Zeping Wu, Donghui Wang, Weihua Zhang |
| 2019 | Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using Archives. Kendall Taylor, Xiaodong Li, Jeffrey Chan |
| 2019 | Improving Attack Detection of C4.5 using an Evolutionary Algorithm. Javier Maldonado, María Cristina Riff, Elizabeth Montero |
| 2019 | Improving Reinforcement FALCON Learning in Complex Environment with Much Delayed Evaluation via Memetic Automaton. Gengzhi Zhang, Liang Feng, Yuling Xie, Zhou Wu, Lin Chen |
| 2019 | Improving SHADE with Center-based Mutation for Large-scale Optimization. Hanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan |
| 2019 | In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic Algorithm. Sasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce |
| 2019 | Infinite Art Gallery: A Game World of Interactively Evolved Artwork. Bryan Hollingsworth, Jacob Schrum |
| 2019 | Instance based Transfer Learning for Genetic Programming for Symbolic Regression. Qi Chen, Bing Xue, Mengjie Zhang |
| 2019 | Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation. Furong Ye, Carola Doerr, Thomas Bäck |
| 2019 | Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm. Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin |
| 2019 | Introducing the Dynamic Customer Location-Allocation Problem. Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway |
| 2019 | Inverted-file R-tree Index Nodes Clustering Based on Multi-objective Optimization. Wubin Ma, Rui Wang, Weichao Wang, Su Deng, Hongbin Huang, Tao Zhang, Jibin Wu |
| 2019 | Investigating the use of sequencing and infeasibility driven strategies for constrained optimization. Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | Investigation of Asynchrony in Dynamic Multi-Objective Optimization. Daniel Herring, Michael Kirley, Xin Yao |
| 2019 | Island Model Genetic Algorithm for Feature Selection in Non-Traditional Credit Risk Evaluation. Yue Liu, Adam Ghandar, Georgios Theodoropoulos |
| 2019 | Knowledge Extraction from XCSR Based on Dimensionality Reduction and Deep Generative Models. Masakazu Tadokoro, Satoshi Hasegawa, Takato Tatsumi, Hiroyuki Sato, Keiki Takadama |
| 2019 | Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation Scheme. Hanan Hiba, Amin Ibrahim, Shahryar Rahnamayan |
| 2019 | Learning of Boosting Fuzzy Cognitive Maps Using a Real-coded Genetic Algorithm. Ze Yang, Jing Liu, Kai Wu |
| 2019 | Learning to Rank Peptide-Spectrum Matches Using Genetic Programming. Samaneh Azari, Mengjie Zhang, Bing Xue, Lifeng Peng |
| 2019 | Learning to Solve Capacitated Arc Routing Problems by Policy Gradient. Han Li, Guiying Li |
| 2019 | Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation. Shaolong Shi, Yifan Chen, Xin Yao, Mengjie Zhang |
| 2019 | Low-Thrust Trajectory Design Optimization with Stochastic Convolution. Liqiang Hou, Shufan Wu, Zhaohui Hou, Zhongcheng Mu |
| 2019 | METSK-HD-Angeleno: How to predict fruit quality using Multiobjective Evolutionary learning of TSK systems. Francisco Chávez de la O, Antonio Vivas, María José Moñino, Francisco Fernández |
| 2019 | MGKA: A genetic algorithm-based clustering technique for genomic data. Hung Nguyen, Sushil J. Louis, Tin Nguyen |
| 2019 | MIHS: A Multiobjective Pan-sharpening Method for Remote Sensing Images. Yingxia Chen, Cong Liu, Aimin Zhou, Guixu Zhang |
| 2019 | MM-NAEMO : Multimodal Neighborhood-sensitive Archived Evolutionary Many-objective Optimization Algorithm. Kalyanbrata Maity, Raunak Sengupta, Sriparna Saha |
| 2019 | MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio Optimization. Yi Chen, Aimin Zhou |
| 2019 | MOEA/D with Two Types of Weight Vectors for Handling Constraints. Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun |
| 2019 | MU_PSYC: Music Psychology Enriched Genetic Algorithm. Brae Stoltz, Alex Aravind |
| 2019 | Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. Nicholas R. Clayton, Hussein A. Abbass |
| 2019 | Maximum Power Point Tracking in Solar PV Under Partial Shading Conditions Using Stochastic Optimization Techniques. Arnold F. Sagonda, Komla A. Folly |
| 2019 | Memetic Evolution Strategy for Reinforcement Learning. Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen |
| 2019 | Memetic Multi-agent Optimization in High Dimensions using Random Embeddings. Yaqing Hou, N. Jiang, Hongwei Ge, Qiang Zhang, Xinghua Qu, L. Feng, Abhishek Gupta |
| 2019 | Memory-based multi-population genetic learning for dynamic shortest path problems. Yiya Diao, Changhe Li, Sanyou Zeng, Michalis Mavrovouniotis, Shengxiang Yang |
| 2019 | Meta-heuristic approaches to tackle Skill Based Group allocation of Students in Project Based Learning Courses. Ravneil Nand, Anuraganand Sharma |
| 2019 | Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses. Alexandre Maciel-Guerra, Grazziela P. Figueredo, Fernando J. Von Zuben, Eliane Marti, Jamie Twycross, Marcos J. C. Alcocer |
| 2019 | Migrating Birds Optimization for Lot-streaming flow shop scheduling problem. Yuyan Han, Junqing Li, Yiping Liu, Zhi-xin Zheng, Yuxia Pan, Hongyan Sang, Lili Liu |
| 2019 | Mind the gap - a distributed framework for enabling energy optimisation on modern smart-phones in the presence of noise, drift, and statistical insignificance. Mahmoud A. Bokhari, Lujun Weng, Markus Wagner, Bradley Alexander |
| 2019 | Minimal Node Placement for Ensuring Target Coverage With Network Connectivity and Fault Tolerance Constraints in Wireless Sensor Networks. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Phan Ngoc Lan |
| 2019 | Modeling Ant Nest Relocation at Low Active Ratio by Particle Swarm Optimization. Hideyasu Sasaki |
| 2019 | Modelling Standard Work with Simple Virtual Agents. Daniel A. Ashlock, Amanda Saunders, James Marshall, David Calder |
| 2019 | Modified Brain Storm Optimization Algorithm in Objective Space for Pollution-Routing Problem. Amit Rauniyar, Rahul Nath, Pranab K. Muhuri |
| 2019 | Modified L-SHADE for Single Objective Real-Parameter Optimization. Jia-Fong Yeh, Ting-Yu Chen, Tsung-Che Chiang |
| 2019 | Modified SOMA for Optimal Control Problem Askhat I. Diveev, Elena A. Sofronova, Elizaveta Yu. Shmalko |
| 2019 | Modified Selection and Search in Learning Automata Based Artificial Bee Colony in Noisy Environment. Pratyusha Rakshit, Amit Konar, Atulya K. Nagar |
| 2019 | Modularity Within Artificial Gene Regulatory Networks. George Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner |
| 2019 | Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach. Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass |
| 2019 | Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network Features. Xu Tang, Handing Wang, Changzhe Jiao |
| 2019 | Multi-Round Random Subspace Feature Selection for Incomplete Gene Expression Data. Will Pearson, Cao Truong Tran, Mengjie Zhang, Bing Xue |
| 2019 | Multi-objective Approach for Semi-Supervised Discriminant Analysis with Relative Distance. Rakesh Kumar Sanodiya, Sriparna Saha, Jimson Mathew, Michelle Davies Thalakottur, Utkarshinee Aadya |
| 2019 | Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems. Shaimaa Seyam, Khaled H. M. Al-Hamed, Ali M. M. I. Qureshy, Ibrahim Dincer, Martin Agelin-Chaab, Shahryar Rahnamayan |
| 2019 | Multi-objective Optimization of Satellite-ground time synchronization Scheduling Problem. Zhaohui Wang, Zhongshan Zhang, Yingwu Chen |
| 2019 | Multi-objective cooperative co-evolution of micro for RTS games. Navin K. Adhikari, Sushil J. Louis, Siming Liu |
| 2019 | Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems. Zifeng Zhou, Xiaoliang Ma, Zexuan Zhu |
| 2019 | Multi-runway Aircraft Arrival Scheduling: A Receding Horizon Control Based Ant Colony System Approach. Li-Jiao Wu, Zhi-Hui Zhan, Xiao-Min Hu, Ping Guo, Yanchun Zhang, Jun Zhang |
| 2019 | Multi-strategy and Dimension Perturbation Ensemble of Artificial Bee Colony. Hui Wang, Wenjun Wang, Songyi Xiao, Zhihua Cui, Wei Li, Huasheng Zhu, Shengqing Zhu |
| 2019 | Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang |
| 2019 | Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization. Yanan Yu, Anmin Zhu, Zexuan Zhu, Qiuzhen Lin, Jian Yin, Xiaoliang Ma |
| 2019 | Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search Direction. Jian Yin, Anmin Zhu, Zexuan Zhu, Yanan Yu, Xiaoliang Ma |
| 2019 | Multifactorial optimization using Artificial Bee Colony and its application to Car Structure Design Optimization. Gen Yokoya, Heng Xiao, Toshiharu Hatanaka |
| 2019 | Multimodal Multi-objective Optimization Using A Density-based One-by-One Update Strategy. Ruizhi Shi, Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianyong Chen |
| 2019 | Multimodal Multiobjective Optimization in Feature Selection. Caitong Yue, Jing J. Liang, Bo-Yang Qu, Kunjie Yu, Hui Song |
| 2019 | Multiobjective memetic algorithm for vital nodes identification in complex networks. Juanjuan Luo, Huadong Ma, Dongqing Zhou |
| 2019 | Multipopulation Optimization for Multitask Optimization. Zedong Tang, Maoguo Gong, Fenlong Jiang, Hao Li, Yue Wu |
| 2019 | Multitasking Multi-Swarm Optimization. Hui Song, A. K. Qin, Pei-Wei Tsai, Jing J. Liang |
| 2019 | Mutational Robustness and Structural Complexity in Grammatical Evolution. Michael O'Neill, Anthony Brabazon |
| 2019 | NSGA-II with Local Search for Multi-objective Application Deployment in Multi-Cloud. Hui Ma, Alexandre Sawczuk da Silva, Wentao Kuang |
| 2019 | Natural Evolution Speciation for NEAT. Jon S. Knapp, Gilbert L. Peterson |
| 2019 | Neuroevolution of Multimodal Ms. Pac-Man Controllers Under Partially Observable Conditions. William Price, Jacob Schrum |
| 2019 | New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced Data. Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2019 | New Improved SALSHADE-cnEpSin Algorithm with Adaptive Parameters. Rohit Salgotra, Urvinder Singh, Sriparna Saha, Atulya Nagar |
| 2019 | Niche Radius Adaptation in Bat Algorithm for Locating Multiple Optima in Multimodal Functions. Takuya Iwase, Ryo Takano, Fumito Uwano, Hiroyuki Sato, Keiki Takadama |
| 2019 | Nurse scheduling problem based on hydrologic cycle optimization. Qianying Liu, Ben Niu, Jun Wang, Hong Wang, Li Li |
| 2019 | On Evolutionary Classification Ensembles. Aleksandra Kardas, Michal Kawulok, Jakub Nalepa |
| 2019 | On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. Maryam Hasani-Shoreh, Maria Yaneli Ameca-Alducin, Wilson Blaikie, Marc Schoenauer |
| 2019 | On the Cooperation of Multiple Indicator-based Multi-Objective Evolutionary Algorithms. Jesús Guillermo Falcón-Cardona, Michael T. M. Emmerich, Carlos A. Coello Coello |
| 2019 | On the Evolutionary Neural Network Creation Using Native Visibility Graph. Lukas Tomaszek, Ivan Zelinka |
| 2019 | On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches. Johnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa |
| 2019 | On the Particle Swarm Optimization Control Using Analytic Programming and Self Organizing Migrating Algorithm. Lukas Tomaszek, Mohammed Chadli |
| 2019 | On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy. Yang Lou, Shiu Yin Yuen, Guanrong Chen, Xin Zhang |
| 2019 | Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure. Bogdan Burlacu, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda |
| 2019 | Online Feature-Generation of Code Fragments for XCS to Guide Feature Construction. Trung B. Nguyen, Will N. Browne, Mengjie Zhang |
| 2019 | Optimal Design of Experiments for Precision Agriculture Using a Genetic Algorithm. Amy Peerlinck, John Sheppard, Julie Pastorino, Bruce D. Maxwell |
| 2019 | Optimal Trajectory Path Generation for Jointed Structure of Excavator using Genetic Algorithm. Ggyebong Jang, Sung-Bae Cho |
| 2019 | Optimising Directional Changes trading strategies with different algorithms. Jurgen Palsma, Adesola Adegboye |
| 2019 | Optimising Team Sport Training Plans With Grammatical Evolution. Mark Connor, David Fagan, Michael O'Neill |
| 2019 | Optimization of Emergency Load Shedding Based on Cultural Particle Swarm Optimization Algorithm. Taoyang Xu, Changgang Li, Yutian Liu, Chao Liu, Dawei Su, Chunlei Xu, Haiwei Wu |
| 2019 | Optimization of Multi-Robot Sumo Fight Simulation by a Genetic Algorithm to Identify Dominant Robot Capabilities. Joël Enrico Lehner, Rolf Dornberger, Radovan Simic, Thomas Hanne |
| 2019 | Optimization on ACC Systems and Layout Design for Maximizing Thermal Comfort and Energy Saving in Large Rooms - A Case Study. Yan Qiao, Siwei Zhang, Naiqi Wu, ZhiWu Li |
| 2019 | Optimized Scheduling Model for Isolated Microgrid of Wind-Photovoltaic-Thermal-Energy Storage System With Demand Response. Yang Zhang, Huifeng Zhang, Ying Wang, Jiang Wu |
| 2019 | PBAR: Parallelized Brain Storm Optimization for Association Rule Mining. Lianbo Ma, Tao Zhang, Rui Wang, Guangming Yang, Yichuan Zhang |
| 2019 | PDG-PIO: Predicting Disease-genes Based on Pigeon-inspired Optimization. Yuchen Zhang, Xiujuan Lei, Shi Cheng |
| 2019 | PSO Optimal Parameters and Fitness Functions in an NLP Task. George Tambouratzis |
| 2019 | PSO-based CNN for Keyword Selection on Google Ads. Jing J. Liang, Haotian Yang, Wenting Sun, Jiajia J. Gao |
| 2019 | Parallel Best Order Sort for Non-dominated Sorting: A Theoretical Study Considering the PRAM-CREW Model. Sumit Mishra, Carlos A. Coello Coello |
| 2019 | Parallel Island Model Genetic Algorithms applied in NP-Hard problems. Lucas A. da Silveira, José Luis Soncco-Álvarez, Thaynara A. de Lima, Mauricio Ayala-Rincón |
| 2019 | Parallelization Strategies for GPU-Based Ant Colony Optimization Solving the Traveling Salesman Problem. Breno Augusto De Melo Menezes, Herbert Kuchen, Hugo de Andrade Amorim Neto, Fernando Buarque de Lima Neto |
| 2019 | Parameter Tuning of a Peak Fitting Algorithm with an Evolved Experimental Design. Rachel Brown, Daniel A. Ashlock |
| 2019 | Parameters identification of photovoltaic models using a novel algorithm inspired from nuclear reaction. Zhenglei Wei, Changqiang Huang, Xiaofei Wang, Hongpeng Zhang |
| 2019 | Particle Swarm Optimization-based CNN-LSTM Networks for Forecasting Energy Consumption. Tae-Young Kim, Sung-Bae Cho |
| 2019 | Peacock Algorithm. Reshu Chaudhary, Hema Banati |
| 2019 | Personalized Recommendation for Crowdfunding Platform: A Multi-objective Approach. Lei Zhang, Xin Zhang, Fan Cheng, Xiaoyan Sun, Hongke Zhao |
| 2019 | Preference-based Multiobjective Evolutionary Algorithm for Power Network Reconfiguration. Runjia Sun, Yutian Liu |
| 2019 | QDSOMA: Towards the Utilization of Quantum Computing within SOMA. Petr Gajdos, Marek Behálek, Jan Janousek, Pavel Krömer |
| 2019 | Quantum Bacterial Foraging Optimization Based Interference Coordination in 3D-MIMO Systems. Yang Zhou, Sijia Tan, Yunchao Song, Fei Li |
| 2019 | Quantum Differential Evolution: an Investigation. Kangjing Li, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam |
| 2019 | Quaternion-Based Backtracking Search Optimization Algorithm. Leandro Aparecido Passos, Douglas Rodrigues, João Paulo Papa |
| 2019 | RBFA: Radial Basis Function Autoencoders. Maisa Daoud, Michael Mayo, Sally Jo Cunningham |
| 2019 | Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization. Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han |
| 2019 | Random Key Self-Organizing Migrating Algorithm for Permutation Problems. Pavel Krömer, Jan Janousek, Jan Platos |
| 2019 | Random Walk Mutation-based DE with EDA for Nonlinear Equations Systems. Zuowen Liao, Wenyin Gong, Zhihua Cai, Ling Wang, Yong Wang |
| 2019 | Re-parametrising Cost Matrices for Tuning Model Predictive Controllers. Robert Chin, Jonathan E. Rowe |
| 2019 | Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective Optimization. Qiang Liu, Jinliang Ding |
| 2019 | References or Preferences - Rethinking Many-objective Evolutionary Optimization. Guo Yu, Yaochu Jin, Markus Olhofer |
| 2019 | Regular Pareto Front Shape is not Realistic. Hisao Ishibuchi, Linjun He, Ke Shang |
| 2019 | Reliability-based Robust Design Optimization for Correlated Variables Using Sequential Surrogate assisted Evolutionary Algorithm. Suprayitno, Jyh-Cheng Yu |
| 2019 | Representation for Evolution of Epidemic Models. Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock |
| 2019 | Restart Covariance Matrix Adaptation Evolution Strategy for Solving Wind-integrated Emission Economic Dispatch Problems. Qun Niu, Han Wang, Yang Zhang |
| 2019 | Restart based Collective Information Powered Differential Evolution for Solving the 100-Digit Challenge on Single Objective Numerical Optimization. Sheng Xin Zhang, Wing Shing Chan, Kit-Sang Tang, Shao Yong Zheng |
| 2019 | Retrieving and ranking short medical questions with two stages neural matching model. Xiang Li, Xinyu Fu, Zheng Lu, Ruibin Bai, Uwe Aickelin, Peiming Ge, Gong Liu |
| 2019 | Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias |
| 2019 | Robust Optimization Over Time with Differential Evolution using an Average Time Approach. José Yaír Guzmán-Gaspar, Efrén Mezura-Montes |
| 2019 | Rollout based Heuristics for the Quantum Circuit Compilation Problem. Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray, Michael J. Ryan |
| 2019 | Runtime Analysis of Pigeon-Inspired Optimizer Based on Average Gain Model. Yushan Zhang, Han Huang, Zhifeng Hao, Zhou Hong |
| 2019 | SBFSS: Simplified Binary Fish School Search. Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira |
| 2019 | SOM-Guided Evolutionary Search for Solving MinMax Multiple-TSP. Vlad-Ioan Lupoaie, Ivona-Alexandra Chili, Mihaela Elena Breaban, Madalina Raschip |
| 2019 | Scenario based stochastic optimal operated for hybrid energy system with random drift swarm optimization. Jiang Wu, Huifeng Zhang, Jinwei Li, Yang Zhang |
| 2019 | Search Property of Nonlinear Map Optimization. Kenya Jin'no, Tomoyuki Sasaki, Hidehiro Nakano |
| 2019 | Search Space Reduction Model with Trigonometric Function for Linear Equality Constraint-handling: The Case of Portfolio Replication Problem. Yukiko Orito, Yoshiko Hanada, Junzhi Li |
| 2019 | Searching for Leaders in Complex Networks with a Topological-Signature-Led Genetic Algorithm. Chun Yin Yip, Kwok Yip Szeto |
| 2019 | Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems. Yiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Yuyan Han |
| 2019 | Self-Adaptive Discrete Firefly Algorithm for Minimal Perturbation in Dynamic Constraint Satisfaction Problems. Mahdi Bidar, Malek Mouhoub |
| 2019 | Self-Organizing Migrating Algorithm Team To Team Adaptive - SOMA T3A. Quoc Bao Diep |
| 2019 | Sensor based Evolutionary Mission Planning. Akanksha Bhardwaj, Rahul Kala |
| 2019 | Signal Control of Urban Traffic Network Based on Multi-Agent Architecture and Fireworks Algorithm. Zhimin Qiao, Liangjun Ke, Xiaoqiang Wang, Xin Lu |
| 2019 | Similarity of Continuous Optimization Problems from the Algorithm Performance Perspective. Yong-Wei Zhang, Saman K. Halgamuge |
| 2019 | Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi |
| 2019 | Solution and Fitness Evolution (SAFE): A Study of Multiobjective Problems. Moshe Sipper, Jason H. Moore, Ryan J. Urbanowicz |
| 2019 | Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. Weizhen Hu, Min Jiang, Xing Gao, Kay Chen Tan, Yiu-ming Cheung |
| 2019 | Solving the Multi-Commodity Flow Problem using a Multi-Objective Genetic Algorithm. Noel Farrugia, Johann A. Briffa, Victor Buttigieg |
| 2019 | Solving the Traveling Salesman Problem with a Multi-Agent System. Chen Yang, Kwok Yip Szeto |
| 2019 | Solving the vehicle routing problem with time window by using an improved brain strom optimization. Mei-xian Song, Junqing Li, Yu-yan Han, Zhi-xin Zheng |
| 2019 | Specification-based Test Case Generation with Genetic Algorithm. Rong Wang, Yuji Sato, Shaoying Liu |
| 2019 | Stabilization of Higher Periodic Orbits of the Chaotic Logistic and Hénon Maps using Meta-evolutionary Approaches. Radomil Matousek, Tomas Hulka |
| 2019 | Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSO. Quanlong Cui, Chuan Tang, Guiping Xu, Chunguo Wu, Xiaohu Shi, Yanchun Liang, Liang Chen, Heow Pueh Lee, Han Huang |
| 2019 | Surrogate's Optima Assisted Evolutionary Algorithm for Optimization of Expensive Problems. Xiwen Cai, Liang Gao, Fan Li |
| 2019 | Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. Cheng He, Ran Cheng, Yaochu Jin, Xin Yao |
| 2019 | Survivable Networks via UAV Swarms Guided by Decentralized Real-Time Evolutionary Computation. George Leu, Jiangjun Tang |
| 2019 | Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical Optimization. Abhishek Kumar, Rakesh Kumar Misra, Devender Singh, Swagatam Das |
| 2019 | The 100-Digit Challenge: Algorithm jDE100. Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic |
| 2019 | The Cost of Complexity in Robot Bodies. Danielle Nagar, Alexander Furman, Geoff Nitschke |
| 2019 | The EZopt Optimisation Framework. Tim Hendtlass |
| 2019 | The Effects of Controller Representation on the Evolution of the Variable Speed Turn-Circle Intercept Problem. Pavlos Androulakakis, Zachariah E. Fuchs |
| 2019 | The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit Challenge. Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin |
| 2019 | The Parameter Configuration Landscape: A Case Study on Particle Swarm Optimization. Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2019 | The g̑-dominance Relation for Preference-Based Evolutionary Multi-Objective Optimization. Wenjian Luo, Luming Shi, Xin Lin, Carlos A. Coello Coello |
| 2019 | The sum coloring problem: a memetic algorithm based on two individuals. Laurent Moalic, Alexandre Gondran |
| 2019 | Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm Optimization. Mayuko Sato, Yoshikazu Fukuyama, Mohammed El-Abd, Tatsuya Iizaka, Tetsuro Matsui |
| 2019 | Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution. Lei Zhou, Liang Feng, Kai Liu, Chao Chen, Shaojiang Deng, Tao Xiang, Siwei Jiang |
| 2019 | Towards an evolutionary guided exact solution to elective surgery scheduling under uncertainty and ward restrictions. Thomas Philip Runarsson, Asgeir Orn Sigurpalsson |
| 2019 | Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem. Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang |
| 2019 | Trust in Computational Intelligence Systems: A Case Study in Public Perceptions. Keeley A. Crockett, Sean Goltz, Matt Garratt, Annabel Latham |
| 2019 | Two Simple Tricks for Fast Cache-Aware Parallel Particle Swarm Optimization. Jeffrey Hajewski, Suely Oliveira |
| 2019 | Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems. Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima |
| 2019 | Universal Rules for Fooling Deep Neural Networks based Text Classification. Di Li, Danilo Vasconcellos Vargas, Kouichi Sakurai |
| 2019 | Unlocking the Black Box of Wearable Intelligence: Ethical Considerations and Social Impact. Lauri Tuovinen, Alan F. Smeaton |
| 2019 | Use of Particle Swarm Optimization in Terrain Classification based on UAV Downwash. Iuliia Kim, João Pedro Matos-Carvalho, Ilya I. Viksnin, Luís Miguel Campos, José Manuel Fonseca, André Mora, Sergey Chuprov |
| 2019 | User and Task Identification of Smartwatch Data with an Ensemble of Nonlinear Symbolic Models. James Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan, Asad Masood Khattak, Mark Daley |
| 2019 | Using Exploratory Testing for Decision Support in Choosing a Security Mechanism. Jonathan Hudson, Jörg Denzinger |
| 2019 | Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection. Ye Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin |
| 2019 | Using a Genetic Algorithm to Replicate Allopatric Speciation. Gary B. Parker, Thomas B. Edwards |
| 2019 | VARMOG: A Co-Evolutionary Algorithm to Identify Manifolds on Large Data. Héctor D. Menéndez |
| 2019 | Variable Grid Resolution based Evolutionary Multi-objective optimization towards Micro-siting. Prateek Mittal, Kishalay Mitra |
| 2019 | Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms. Yali Wang, Steffen Limmer, Markus Olhofer, Michael T. M. Emmerich, Thomas Bäck |
| 2019 | Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons. Huiru Gao, Haifeng Nie, Ke Li |
| 2019 | Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. Hao Tong, Changwu Huang, Jialin Liu, Xin Yao |
| 2019 | Water pump station scheduling optimization using an improved genetic algorithm approach. Luca de Oliveira Turci, Huibin Sun, Miaoshun Bai, Jingcheng Wang, Piao Hu |
| 2019 | Weighted-Features Construction as a Bi-level Problem. Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said |
| 2019 | When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better Implementations. Qiqi Duan, Chang Shao, Liang Qu, Yuhui Shi, Ben Niu |
| 2019 | Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Ke Li, Zilin Xiang, Kay Chen Tan |
| 2019 | XCS with Combined Reward Method (XCSCR) for Policy Search in Multistep Problems. Zheming Zhang, Will N. Browne, Dale A. Carnegie |