GECCO A

148 papers

YearTitle / Authors
2016A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem.
Kevin Sim, Emma Hart
2016A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization.
Arnaud Liefooghe, Bilel Derbel
2016A Dispersion Operator for Geometric Semantic Genetic Programming.
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016A Faster Algorithm for the Binary Epsilon Indicator Based on Orthant Minimum Search.
Andrey Vasin, Maxim Buzdalov
2016A Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization.
Rayan Hussein, Kalyanmoy Deb
2016A Genetic Algorithm for Rule-based Chart Pattern Search in Stock Market Prices.
Myoung Hoon Ha, Sangyeop Lee, Byung-Ro Moon
2016A Genetic Decomposition Algorithm for Predicting Rainfall within Financial Weather Derivatives.
Sam Cramer, Michael Kampouridis, Alex Alves Freitas
2016A Hybrid Approach for Sleep Stages Classification.
Abdelhamid Ouanes, Lilia Rejeb
2016A Hybrid Multi-Population Genetic Algorithm for UAV Path Planning.
Márcio da Silva Arantes, Jesimar da Silva Arantes, Claudio Fabiano Motta Toledo, Brian Charles Williams
2016A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm.
Ayah Helal, Fernando E. B. Otero
2016A Multi-Objective Evolutionary Algorithm based on Parallel Coordinates.
Raquel Hernández Gómez, Carlos A. Coello Coello, Enrique Alba Torres
2016A New Discrete Particle Swarm Optimization Algorithm.
Shane Strasser, Rollie Goodman, John W. Sheppard, Stephyn Butcher
2016A New Evaluation Function for Clustering: The NK Internal Validation Criterion.
Renato Tinós, Liang Zhao, Francisco Chicano, L. Darrell Whitley
2016A New Wave: A Dynamic Approach to Genetic Programming.
David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
2016A Novel EA-based Memetic Approach for Efficiently Mapping Complex Fitness Landscapes.
Emmanuel Sapin, Kenneth A. De Jong, Amarda Shehu
2016A Parallel Hybrid Genetic Algorithm for the k-Edge-Connected Hop-Constrained Network Design Problem.
Mohamed Khalil Labidi, Ibrahima Diarrassouba, Ali Ridha Mahjoub, Anissa Omrane
2016A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs.
Angus Kenny, Xiaodong Li, A. K. Qin, Andreas T. Ernst
2016A Real World Multi-UAV Evolutionary Planner for Minimum Time Target Detection.
Sara Pérez-Carabaza, Eva Besada-Portas, José Antonio López Orozco, Jesús Manuel de la Cruz
2016A Search-based Training Algorithm for Cost-aware Defect Prediction.
Annibale Panichella, Carol V. Alexandru, Sebastiano Panichella, Alberto Bacchelli, Harald C. Gall
2016A Simulated Annealing Algorithm for Maximum Common Edge Subgraph Detection in Biological Networks.
Simon J. Larsen, Frederik G. Alkærsig, Henrik J. Ditzel, Igor Jurisica, Nicolas Alcaraz, Jan Baumbach
2016A Sparse Recurrent Neural Network for Trajectory Prediction of Atlantic Hurricanes.
Mina Moradi Kordmahalleh, Mohammad Gorji Sefidmazgi, Abdollah Homaifar
2016A Toolkit for Generating Scalable Stochastic Multiobjective Test Problems.
Shaul Salomon, Robin Charles Purshouse, Ioannis Giagkiozis, Peter John Fleming
2016A Wavelet-based Encoding for Neuroevolution.
Sjoerd van Steenkiste, Jan Koutník, Kurt Driessens, Jürgen Schmidhuber
2016A novel Multi-objective Optimization-based Image Registration Method.
Meifeng Shi, Zhongshi He, Ziyu Chen, Hang Zhang
2016ACO-inspired Acceleration of Gossip Averaging.
Andreas Janecek, Wilfried N. Gansterer
2016Accelerating the Evolution of Cognitive Behaviors Through Human-Computer Collaboration.
Mathias Löwe, Sebastian Risi
2016Active Learning in Multi-objective Evolutionary Algorithms for Sustainable Building Design.
Siamak Safarzadegan Gilan, Naman Goyal, Bistra Dilkina
2016Additional Dimensions to the Study of Funnels in Combinatorial Landscapes.
Gabriela Ochoa, Nadarajen Veerapen
2016Analysis of Different Types of Regret in Continuous Noisy Optimization.
Sandra Astete Morales, Marie-Liesse Cauwet, Olivier Teytaud
2016Analysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling.
Asma Atamna, Anne Auger, Nikolaus Hansen
2016Ants can Learn from the Opposite.
Nicolás Rojas-Morales, María Cristina Riff, Elizabeth Montero
2016Approximation of (
Tudor Dan Mihoc, Rodica Ioana Lung, Noémi Gaskó, Mihai Suciu
2016Artificial Immune Systems can Beat Evolutionary Algorithms in Combinatorial Optimisation.
2016Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search.
Yunhai Wang, Yiming Qian, Yang Li, Minglun Gong, Wolfgang Banzhaf
2016Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-Heuristic.
Libin Hong, John H. Drake, John R. Woodward, Ender Özcan
2016Benchmarks for the Coal Processing and Blending Problem.
Sven Schellenberg, Xiaodong Li, Zbigniew Michalewicz
2016Bio-inspired Multi-objective Optimization Design of a Highly Efficient Squirrel Cage Induction Motor.
Sergio F. Contreras, Camilo A. Cortés, María Alejandra Guzmán
2016Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm.
Kalyanmoy Deb, Christie Myburgh
2016Cellular Genetic Algorithm for Solving a Routing On-Demand Transit Problem.
Olfa Chebbi, Ezzeddine Fatnassi, Jouhaina Chaouachi, Nouri Nouha
2016Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming with Linear Genetic Programming.
Léo Françoso Dal Piccol Sotto, Regina Célia Coelho, Vinícius Veloso de Melo
2016Communities of Local Optima as Funnels in Fitness Landscapes.
Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016Convolution by Evolution: Differentiable Pattern Producing Networks.
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra
2016Curvature Flight Path for Particle Swarm Optimisation.
Cheng Wai Kheng, Day Chyi Ku, Hui-Fuang Ng, Mahmoud Abdelazim Helmy Mahmoud Khattab, Siang Yew Chong
2016Demonstrating the Feasibility of Automatic Game Balancing.
Vanessa Volz, Günter Rudolph, Boris Naujoks
2016Discovering Combos in Fighting Games with Evolutionary Algorithms.
Gianlucca L. Zuin, Yuri P. A. Macedo, Luiz Chaimowicz, Gisele L. Pappa
2016Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment.
Robert J. Smith, Stephen Kelly, Malcolm I. Heywood
2016Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks?
Joost Huizinga, Jean-Baptiste Mouret, Jeff Clune
2016EDAs cannot be Balanced and Stable.
Tobias Friedrich, Timo Kötzing, Martin S. Krejca
2016Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems.
Francisco Chicano, L. Darrell Whitley, Renato Tinós
2016Epsilon-Lexicase Selection for Regression.
William G. La Cava, Lee Spector, Kourosh Danai
2016Escaping Local Optima with Diversity Mechanisms and Crossover.
Duc-Cuong Dang, Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre, Pietro S. Oliveto, Dirk Sudholt, Andrew M. Sutton
2016Estimating the Advantage of Age-Layering in Evolutionary Algorithms.
Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen
2016Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science.
Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz, Jason H. Moore
2016Evaluation-Time Bias in Quasi-Generational and Steady-State Asynchronous Evolutionary Algorithms.
Eric O. Scott, Kenneth A. De Jong
2016EvoRBC: Evolutionary Repertoire-based Control for Robots with Arbitrary Locomotion Complexity.
Miguel Duarte, Jorge C. Gomes, Sancho Moura Oliveira, Anders Lyhne Christensen
2016Evolutionary Approaches to Optimization Problems in Chimera Topologies.
Roberto Santana, Zheng Zhu, Helmut G. Katzgraber
2016Evolutionary Design of Fast High-quality Hash Functions for Network Applications.
David Grochol, Lukás Sekanina
2016Evolutionary Feature Subset Selection with Compression-based Entropy Estimation.
Pavel Krömer, Jan Platos
2016Evolutionary Learning of Scheduling Heuristics for Heterogeneous Wireless Communications Networks.
David Lynch, Michael Fenton, Stepán Kucera, Holger Claussen, Michael O'Neill
2016Evolutionary Multiobjective Optimization of Winglets.
Mateus A. M. Teixeira, Fillipe Goulart, Felipe Campelo
2016Evolvability Search: Directly Selecting for Evolvability in order to Study and Produce It.
Henok Mengistu, Joel Lehman, Jeff Clune
2016Evolving Algebraic Constructions for Designing Bent Boolean Functions.
Stjepan Picek, Domagoj Jakobovic
2016Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective.
Aditya Rawal, Risto Miikkulainen
2016Evolving Neural Turing Machines for Reward-based Learning.
Rasmus Boll Greve, Emil Juul Jacobsen, Sebastian Risi
2016Evolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Datasets.
John P. Hanley, Margaret J. Eppstein, Jeffrey S. Buzas, Donna M. Rizzo
2016Evotype: From Shapes to Glyphs.
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2016Expanding from Discrete Cartesian to Permutation Gene-pool Optimal Mixing Evolutionary Algorithms.
Peter A. N. Bosman, Ngoc Hoang Luong, Dirk Thierens
2016Experimental Investigation of Recombination Operators for Differential Evolution.
Felipe Campelo, Moisés Botelho
2016Experiments on Greedy and Local Search Heuristics for
Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe
2016Exploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems: A Case Study.
Jim E. Smith, Christopher Stone, Martin Craig Serpell
2016Extension of the CMSA Algorithm: An LP-based Way for Reducing Sub-instances.
Christian Blum, Jordi Pereira
2016Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference.
Yi Mei, Bing Xue, Mengjie Zhang
2016Fast Building Block Assembly by Majority Vote Crossover.
Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Samadhi Nallaperuma, Frank Neumann, Martin Schirneck
2016Fast Heuristics for the Multiple Traveling Thieves Problem.
Shelvin Chand, Markus Wagner
2016Fast and Effective Optimisation of Arrays of Submerged Wave Energy Converters.
Junhua Wu, Slava Shekh, Nataliia Y. Sergiienko, Benjamin S. Cazzolato, Boyin Ding, Frank Neumann, Markus Wagner
2016Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming.
Yi Mei, Mengjie Zhang, Su Nguyen
2016Finding Interactions or Relationships between Customer Orders for Building Better Batches by Means of an Estimation of Distribution Algorithm-based Approach for the Online Order Batching Problem.
Ricardo Pérez-Rodríguez, Arturo Hernández Aguirre
2016Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties.
Zhichao Lu, Kalyanmoy Deb, Ankur Sinha
2016Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study.
Daniel H. Stolfi, Rolando Armas, Enrique Alba, Hernán E. Aguirre, Kiyoshi Tanaka
2016Game theory, Extremal optimization, and Community Structure Detection in Complex Networks.
Mihai Suciu, Rodica Ioana Lung, Noémi Gaskó
2016General Video Game Level Generation.
Ahmed Khalifa, Diego Perez Liebana, Simon M. Lucas, Julian Togelius
2016Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition.
Saúl Zapotecas Martínez, Alberto Moraglio, Hernán E. Aguirre, Kiyoshi Tanaka
2016Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing.
Nasser R. Sabar, Andy Song
2016Grammatical Evolution for the Multi-Objective Integration and Test Order Problem.
Thainá Mariani, Giovani Guizzo, Silvia Regina Vergilio, Aurora T. R. Pozo
2016Grammatical Evolutionary Techniques for Prompt Migraine Prediction.
Josué Pagán, José L. Risco-Martín, José Manuel Moya, José L. Ayala
2016HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm.
Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Roberto Santana, Ricardo Lüders, Richard Aderbal Gonçalves, Carolina Paula de Almeida
2016Hardware-Accelerated Parallel Genetic Algorithm for Fitness Functions with Variable Execution Times.
Yunfeng Ma, Leandro Soares Indrusiak
2016Hidden Genes Genetic Algorithms for Systems Architecture Optimization.
Ossama Abdelkhalik, Shadi A. Darani
2016How do Different Encodings Influence the Performance of the MAP-Elites Algorithm?
Danesh Tarapore, Jeff Clune, Antoine Cully, Jean-Baptiste Mouret
2016Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set.
Isidro M. Alvarez, Will N. Browne, Mengjie Zhang
2016Identifying Core Functional Networks and Functional Modules within Artificial Neural Networks via Subsets Regression.
Roby Velez, Jeff Clune
2016Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation.
Qi Chen, Bing Xue, Lin Shang, Mengjie Zhang
2016Improving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression.
Lars Vidar Magnusson, Roland Olsson
2016Inspiration-Triggered Search: Towards Higher Complexities by Mimicking Creative Processes.
Milan Rybár, Heiko Hamann
2016Karush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients.
Mohamed Abouhawwash, Kalyanmoy Deb
2016Learning Behavior Characterizations for Novelty Search.
Elliot Meyerson, Joel Lehman, Risto Miikkulainen
2016Learning Overtime Dynamics Through Multiobjective Optimization.
Márcio de Oliveira Barros, Luiz Antonio O. de Araujo Jr.
2016Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models.
Pascal Kerschke, Mike Preuss, Simon Wessing, Heike Trautmann
2016Managing Repetition in Grammar-Based Genetic Programming.
Miguel Nicolau, Michael Fenton
2016Measuring Source Code Similarity by Finding Similar Subgraph with an Incremental Genetic Algorithm.
JinHyun Kim, HyukGeun Choi, Hansang Yun, Byung-Ro Moon
2016Multi-hard Problems in Uncertain Environment.
Michal Roman Przybylek, Adam Wierzbicki, Zbigniew Michalewicz
2016Multi-objective Neutral Neighbors': What could be the definition(s)?
Marie-Eléonore Marmion, Hernán E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kiyoshi Tanaka
2016Multiobjective Neuroevolutionary Control for a Fuel Cell Turbine Hybrid Energy System.
Mitchell K. Colby, Logan Michael Yliniemi, Paolo Pezzini, David Tucker, Kenneth Mark Bryden, Kagan Tumer
2016Neuroevolution of a Hybrid Power Plant Simulator.
Shauharda Khadka, Kagan Tumer, Mitchell K. Colby, Dave Tucker, Paolo Pezzini, Kenneth Mark Bryden
2016Neuromodulation Improves the Evolution of Forward Models.
Mohammad Sadegh Norouzzadeh, Jeff Clune
2016New Bounds for Office Space Allocation using Tabu Search.
Francisco Castillo, María Cristina Riff, Elizabeth Montero
2016Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms.
Marie-Liesse Cauwet, Olivier Teytaud
2016Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming.
Pawel Liskowski, Krzysztof Krawiec
2016On the Design of Hard mUBQP Instances.
Murilo Zangari, Roberto Santana, Alexander Mendiburu, Aurora T. R. Pozo
2016On the Impact of the Renting Rate for the Unconstrained Nonlinear Knapsack Problem.
Junhua Wu, Sergey Polyakovskiy, Frank Neumann
2016Optimal Mutation Rates for the (1+λ) EA on OneMax.
Christian Gießen, Carsten Witt
2016Optimal Parameter Choices via Precise Black-Box Analysis.
Benjamin Doerr, Carola Doerr, Jing Yang
2016Optimal Parameter Settings for the (1 + λ, λ) Genetic Algorithm.
Benjamin Doerr
2016Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation.
Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Paloma de las Cuevas, Nuria Rico, Mario García Valdez
2016Permuted Orthogonal Block-Diagonal Transformation Matrices for Large Scale Optimization Benchmarking.
Ouassim Ait ElHara, Anne Auger, Nikolaus Hansen
2016Planning Habitat Restoration with Genetic Algorithms.
Jana Brotánková, Tommaso Urli, Philip Kilby
2016Planning Inspection Paths through Evolutionary Multi-objective Optimization.
Kai Olav Ellefsen, Herman Augusto Lepikson, Jan C. Albiez
2016Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient.
Kouhei Nishida, Youhei Akimoto
2016Population-based vs. Single-solution Heuristics for the Travelling Thief Problem.
Mohamed El Yafrani, Belaïd Ahiod
2016Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016
Tobias Friedrich, Frank Neumann, Andrew M. Sutton
2016Projection-Based Restricted Covariance Matrix Adaptation for High Dimension.
Youhei Akimoto, Nikolaus Hansen
2016Quantifying Deception: A Case Study in the Evolution of Antimicrobial Resistance.
Margaret J. Eppstein, C. Brandon Ogbunugafor
2016Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network.
Ting Hu, Wolfgang Banzhaf
2016Reducing Antagonism between Behavioral Diversity and Fitness in Semantic Genetic Programming.
Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das, Josh C. Bongard
2016Relaxing Consensus in Distributed Factored Evolutionary Algorithms.
Stephyn Butcher, Shane Strasser, Jenna Hoole, Benjamin Demeo, John W. Sheppard
2016Runtime Analysis for the Parameter-less Population Pyramid.
Brian W. Goldman, Dirk Sudholt
2016Runtime Analysis of Evolutionary Diversity Maximization for OneMinMax.
Benjamin Doerr, Wanru Gao, Frank Neumann
2016Search-Based Cost-Effective Test Case Selection within a Time Budget: An Empirical Study.
Dipesh Pradhan, Shuai Wang, Shaukat Ali, Tao Yue
2016Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis.
Maren Urselmann, Christophe Foussette, Tim Janus, Stephen Tlatlik, Axel Gottschalk, Michael T. M. Emmerich, Sebastian Engell, Thomas Bäck
2016Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks.
Gregory Morse, Kenneth O. Stanley
2016Surprise Search: Beyond Objectives and Novelty.
Daniele Gravina, Antonios Liapis, Georgios N. Yannakakis
2016Tackling the IFP Problem with the Preference-Based Genetic Algorithm.
Sune S. Nielsen, Christof Ferreira Torres, Grégoire Danoy, Pascal Bouvry
2016Taming the Complexity Monster or: How I learned to Stop Worrying and Love Hard Problems.
Holger H. Hoos
2016Test Case Prioritization of Configurable Cyber-Physical Systems with Weight-Based Search Algorithms.
Aitor Arrieta, Shuai Wang, Goiuria Sagardui, Leire Etxeberria
2016The (1+1) Elitist Black-Box Complexity of LeadingOnes.
Carola Doerr, Johannes Lengler
2016The Challenges of Natural Algorithms.
Bernard Chazelle
2016The Impact of Hyperselection on Lexicase Selection.
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016The Impact of Migration Topology on the Runtime of Island Models in Dynamic Optimization.
Andrei Lissovoi, Carsten Witt
2016The Influence of Heredity Models on Adaptability in Evolutionary Swarms.
Ruby L. V. Moritz, Sanaz Mostaghim
2016The Right Mutation Strength for Multi-Valued Decision Variables.
Benjamin Doerr, Carola Doerr, Timo Kötzing
2016The Seamless Peer and Cloud Evolution Framework.
Guillaume Leclerc, Joshua Evan Auerbach, Giovanni Iacca, Dario Floreano
2016Transferable XCS.
Xianneng Li, Guangfei Yang
2016Tuning of Multiple Parameter Sets in Evolutionary Algorithms.
Martin Andersson, Sunith Bandaru, Amos H. C. Ng
2016Two-Dimensional Barcode Decoration Using Module-wise Non-systematic Coding and Cooperative Evolution by User and System.
Makoto Kamizono, Kigo Shimomura, Masayuki Tajiri, Satoshi Ono
2016Update Strength in EDAs and ACO: How to Avoid Genetic Drift.
Dirk Sudholt, Carsten Witt
2016Using Mutual Information to Build Dynamic Neighbourhoods for Particle Swarm Optimisation.
Ángel Arturo Rojas-García, Arturo Hernández Aguirre
2016Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery.
James Brookhouse, Fernando E. B. Otero
2016When Non-Elitism Outperforms Elitism for Crossing Fitness Valleys.
Pietro S. Oliveto, Tiago Paixão, Jorge Pérez Heredia, Dirk Sudholt, Barbora Trubenová