GECCO A

179 papers

YearTitle / Authors
2017A comparison of genetic regulatory network dynamics and encoding.
Jean Disset, Dennis G. Wilson, Sylvain Cussat-Blanc, Stéphane Sanchez, Hervé Luga, Yves Duthen
2017A context-based refactoring recommendation approach using simulated annealing: two industrial case studies.
Marouane Kessentini, Troh Josselin Dea, Ali Ouni
2017A cooperative co-evolutionary algorithm for solving large-scale constrained problems with interaction detection.
Julien Blanchard, Charlotte Beauthier, Timoteo Carletti
2017A diversity preservation scheme for DSMGA-II to conquer the hierarchical difficulty.
Jheng-Ying Yu, I-Ting Chen, Tian-Li Yu
2017A genetic algorithm for fair land allocation.
Alex Gliesch, Marcus Ritt, Mayron César O. Moreira
2017A genetic programming approach to designing convolutional neural network architectures.
Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2017A hybrid genetic programming decision making system for RoboCup soccer simulation.
Amir Tavafi, Wolfgang Banzhaf
2017A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector.
Emma Hart, Kevin Sim, Barry Gardiner, Kana Kamimura
2017A hyper-heuristic of scalarizing functions.
Raquel Hernández Gómez, Carlos A. Coello Coello
2017A knee point based evolutionary multi-objective optimization for mission planning problems.
Cristian Ramírez-Atencia, Sanaz Mostaghim, David Camacho
2017A minimal developmental model can increase evolvability in soft robots.
Sam Kriegman, Nick Cheney, Francesco Corucci, Josh C. Bongard
2017A multi-UAV minimum time search planner based on ACO
Sara Pérez-Carabaza, Julian Bermudez-Ortega, Eva Besada-Portas, José Antonio López Orozco, Jesús Manuel de la Cruz
2017A penalty-based Tabu search for constrained covering arrays.
Philippe Galinier, Segla Kpodjedo, Giulio Antoniol
2017A probabilistic linear genetic programming with stochastic context-free grammar for solving symbolic regression problems.
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
2017A search for improved performance in regular expressions.
Brendan Cody-Kenny, Michael Fenton, Adrian Ronayne, Eoghan Considine, Thomas McGuire, Michael O'Neill
2017Accelerating coevolution with adaptive matrix factorization.
Pawel Liskowski, Wojciech Jaskowski
2017Accurate mixed weibull distribution fitting by differential evolution.
Pavel Krömer, Jana Heckenbergerova, Petr Musílek
2017Active coevolutionary learning of requirements specifications from examples.
Marcel Wever, Lorijn van Rooijen, Heiko Hamann
2017Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression.
Mengyuan Wu, Sam Kwong, Yuheng Jia, Ke Li, Qingfu Zhang
2017Algorithm configuration data mining for CMA evolution strategies.
Sander van Rijn, Hao Wang, Bas van Stein, Thomas Bäck
2017Alternate social theory discovery using genetic programming: towards better understanding the artificial anasazi.
Chathika Gunaratne, Ivan Garibay
2017Alternative infill strategies for expensive multi-objective optimisation.
Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend
2017An adaptive fitness function based on branch hardness for search based testing.
Xiong Xu, Ziming Zhu, Li Jiao
2017An adaptive prioritized
Saeideh Shirinzadeh, Mathias Soeken, Daniel Große, Rolf Drechsler
2017An embedded system architecture based on genetic algorithms for mission and safety planning with UAV.
Jesimar da Silva Arantes, Márcio da Silva Arantes, Claudio Fabiano Motta Toledo, Onofre Trindade Júnior, Brian C. Williams
2017An evolutionary algorithm for discovering multi-relational association rules in the semantic web.
Duc Minh Tran, Claudia d'Amato, Nguyen Thanh Binh, Andrea G. B. Tettamanzi
2017An investigation of environmental influence on the benefits of adaptation mechanisms in evolutionary swarm robotics.
Andreas Steyven, Emma Hart, Ben Paechter
2017Analysis of independent roulette selection in parallel ant colony optimization.
Huw Lloyd, Martyn Amos
2017Analysis of the pcCMSA-ES on the noisy ellipsoid model.
Hans-Georg Beyer, Michael Hellwig
2017Approximating optimization problems using EAs on scale-free networks.
Ankit Chauhan, Tobias Friedrich, Francesco Quinzan
2017Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem.
Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang
2017Automatic adjustment of selection pressure based on range of reward in learning classifier system.
Takato Tatsumi, Hiroyuki Sato, Keiki Takadama
2017Automatic design of ant-miner mixed attributes for classification rule discovery.
Ayah Helal, Fernando E. B. Otero
2017Automatic design of multi-objective local search algorithms: case study on a bi-objective permutation flowshop scheduling problem.
Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion
2017Automatic generation of domain-specific genetic algorithm operators using the hierarchical bayesian optimization algorithm.
Cezary Z. Janikow, Mark Hauschild
2017Automatic generation of optimal quantum key distribution protocols.
Walter O. Krawec, Michael G. Nelson, Eric P. Geiss
2017Benchmarking MOEAs for multi- and many-objective optimization using an unbounded external archive.
Ryoji Tanabe, Akira Oyama
2017Biogeography-based rule mining for classification.
Effat Farhana, Steffen Heber
2017Bounding bloat in genetic programming.
Benjamin Doerr, Timo Kötzing, J. A. Gregor Lagodzinski, Johannes Lengler
2017Building a better heuristic for the traveling salesman problem: combining edge assembly crossover and partition crossover.
Danilo Sipoli Sanches, L. Darrell Whitley, Renato Tinós
2017Can you feel it?: evaluation of affective expression in music generated by MetaCompose.
Marco Scirea, Peter W. Eklund, Julian Togelius, Sebastian Risi
2017Closed state model for understanding the dynamics of MOEAs.
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2017Coevolving deep hierarchies of programs to solve complex tasks.
Robert J. Smith, Malcolm I. Heywood
2017Combining conformal prediction and genetic programming for symbolic interval regression.
Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao
2017Combining two local searches with crossover: an efficient hybrid algorithm for the traveling salesman problem.
Weichen Liu, Thomas Weise, Yuezhong Wu, Qi Qi
2017Community structure detection in multipartite networks: a new fitness measure.
Noémi Gaskó, Florentin Bota, Mihai Suciu, Rodica Ioana Lung
2017Comparing communities of optima with funnels in combinatorial fitness landscapes.
Sarah L. Thomson, Fabio Daolio, Gabriela Ochoa
2017Comparing direct and indirect encodings using both raw and hand-designed features in tetris.
Lauren E. Gillespie, Gabriela R. Gonzalez, Jacob Schrum
2017Computational approaches in cancer genomics.
Francesca D. Ciccarelli
2017Computing new optimized routes for GPS navigators using evolutionary algorithms.
Daniel H. Stolfi, Enrique Alba
2017Configuring irace using surrogate configuration benchmarks.
Nguyen Dang, Leslie Pérez Cáceres, Patrick De Causmaecker, Thomas Stützle
2017Constraint handling in efficient global optimization.
Samineh Bagheri, Wolfgang Konen, Richard Allmendinger, Jürgen Branke, Kalyanmoy Deb, Jonathan E. Fieldsend, Domenico Quagliarella, Karthik Sindhya
2017Continual online evolutionary planning for in-game build order adaptation in StarCraft.
Niels Justesen, Sebastian Risi
2017Conversion rate optimization through evolutionary computation.
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brundage, Jonathan Epstein, Randy Dean, Gurmeet Lamba
2017Coordinating a team of searchers: of ants, swarms, and slime molds.
Silja Meyer-Nieberg
2017Counterexample-driven genetic programming.
Krzysztof Krawiec, Iwo Bladek, Jerry Swan
2017Coupling novelty and surprise for evolutionary divergence.
Daniele Gravina, Antonios Liapis, Georgios N. Yannakakis
2017Curious and creative machines.
Hod Lipson
2017CycloAnt: sequencing cyclic peptides using hybrid ants.
Sujata Baral, Swakkhar Shatabda, Mahmood A. Rashid
2017Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination.
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
2017Deriving and improving CMA-ES with information geometric trust regions.
Abbas Abdolmaleki, Bob Price, Nuno Lau, Luís Paulo Reis, Gerhard Neumann
2017Different scenarios for survival analysis of evolutionary algorithms.
Roberto Santana, José Antonio Lozano
2017Discovering evolutionary stepping stones through behavior domination.
Elliot Meyerson, Risto Miikkulainen
2017Discovery of search objectives in continuous domains.
Pawel Liskowski, Krzysztof Krawiec
2017Distributed evolutionary
Peter Sanders, Christian Schulz, Darren Strash, Robert Williger
2017EGAC: a genetic algorithm to compare chemical reaction networks.
Stefano Tognazzi, Mirco Tribastone, Max Tschaikowski, Andrea Vandin
2017Effect of animat complexity on the evolution of hierarchical control.
Jared M. Moore, Anthony J. Clark, Philip K. McKinley
2017Effect of the mean vector learning rate in CMA-ES.
Hidekazu Miyazawa, Youhei Akimoto
2017Empirical evaluation of conditional operators in GP based fault localization.
Dahyun Kang, Jeongju Sohn, Shin Yoo
2017Enhanced genetic path planning for autonomous flight.
Vincent R. Ragusa, H. David Mathias, Vera A. Kazakova, Annie S. Wu
2017Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods.
William G. La Cava, Jason H. Moore
2017Estimating stop conditions of swarm based stochastic metaheuristic algorithms.
Peter Frank Perroni, Daniel Weingaertner, Myriam Regattieri Delgado
2017Evolution of artistic image variants through feature based diversity optimisation.
Bradley Alexander, James Kortman, Aneta Neumann
2017Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata.
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
2017Evolutionary approach to optimization of data representation for classification of patterns in financial ultra-high frequency time series.
Piotr Lipinski
2017Evolutionary decomposition for 3D printing.
Eric A. Yu, Jin Yeom, Cem Celal Tutum, Etienne Vouga, Risto Miikkulainen
2017Evolutionary image composition using feature covariance matrices.
Aneta Neumann, Zygmunt L. Szpak, Wojciech Chojnacki, Frank Neumann
2017Evolutionary optimization of self-assembly in a swarm of bio-micro-robots.
Nathanaël Aubert-Kato, Charles Fosseprez, Guillaume Gines, Ibuki Kawamata, Quang Huy Dinh, Leo Cazenille, Andre Estevez-Torres, Masami Hagiya, Yannick Rondelez, Nicolas Bredèche
2017Evolvability in grammatical evolution.
Eric Medvet, Fabio Daolio, Danny Tagliapietra
2017Evolving a real-time evacuation for urban disaster management.
Keith J. Drew, Robert B. Heckendorn, Ahmed Abdel-Rahim, Homaja Pydi Kumar Marisetty, Anton Q. Stalick
2017Evolving brains in evolving environments.
Drew Purves, Chrisantha Fernando
2017Evolving memory-augmented neural architecture for deep memory problems.
Shauharda Khadka, Jen Jen Chung, Kagan Tumer
2017Evolving parsimonious networks by mixing activation functions.
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
2017Evolving solution choice and decision support for a real-world optimisation problem.
Neil Urquhart, Achille Fonzone
2017Exploiting linkage information in real-valued optimization with the real-valued gene-pool optimal mixing evolutionary algorithm.
Anton Bouter, Tanja Alderliesten, Cees Witteveen, Peter A. N. Bosman
2017Exploring trade-offs between target coverage, healthy tissue sparing, and the placement of catheters in HDR brachytherapy for prostate cancer using a novel multi-objective model-based mixed-integer evolutionary algorithm.
Krzysztof L. Sadowski, Marjolein C. van der Meer, Ngoc Hoang Luong, Tanja Alderliesten, Dirk Thierens, Rob van der Laarse, Yury Niatsetski, Arjan Bel, Peter A. N. Bosman
2017Fast genetic algorithms.
Benjamin Doerr, Huu Phuoc Le, Régis Makhmara, Ta Duy Nguyen
2017Fast pedestrian detection using multimodal estimation of distribution algorithms.
Da-Zhao Tan, Wei-Neng Chen, Jun Zhang, Wei-Jie Yu
2017Feature selection using stochastic diffusion search.
Haya Abdullah Alhakbani, Mohammad Majid al-Rifaie
2017Fitness-distance-ratio particle swarm optimization: stability analysis.
Christopher Wesley Cleghorn, Andries P. Engelbrecht
2017Fragment-based genetic programming for fully automated multi-objective web service composition.
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
2017GPGC: genetic programming for automatic clustering using a flexible non-hyper-spherical graph-based approach.
Andrew Lensen, Bing Xue, Mengjie Zhang
2017Genetic algorithm for epidemic mitigation by removing relationships.
Fernando Concatto, Wellington Zunino, Luigi A. Giancoli, Rafael de Santiago, Luís C. Lamb
2017Genetic programming based feature construction for classification with incomplete data.
Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue
2017Geometric semantic genetic programming for recursive boolean programs.
Alberto Moraglio, Krzysztof Krawiec
2017Handling practicalities in agricultural policy optimization for water quality improvements.
Bradley L. Barnhart, Zhichao Lu, Moriah Bostian, Ankur Sinha, Kalyanmoy Deb, Luba Kurkalova, Manoj Jha, Gerald Whittaker
2017Heuristic allocation of computational resources.
Silviu Tofan, Richard Allmendinger, Manuela Zanda, Olly Stephens
2017Heuristic rope team: a parallel algorithm for graph coloring.
Laurent Moalic, Alexandre Gondran
2017How noisy data affects geometric semantic genetic programming.
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
2017Hybrid metaheuristic for combinatorial optimization based on immune network for optimization and VNS.
Rodney O. M. Diana, Sérgio Ricardo de Souza, Elizabeth F. Wanner, Moacir F. de França Filho
2017Improved incremental non-dominated sorting for steady-state evolutionary multiobjective optimization.
Ilya Yakupov, Maxim Buzdalov
2017Improved runtime bounds for the univariate marginal distribution algorithm via anti-concentration.
Per Kristian Lehre, Phan Trung Hai Nguyen
2017Improving an exact solver for the traveling salesman problem using partition crossover.
Danilo Sipoli Sanches, L. Darrell Whitley, Renato Tinós
2017Improving generalization of evolved programs through automatic simplification.
Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector
2017Investigating uncertainty propagation in surrogate-assisted evolutionary algorithms.
Vanessa Volz, Günter Rudolph, Boris Naujoks
2017Island models meet rumor spreading.
Benjamin Doerr, Philipp Fischbeck, Clemens Frahnow, Tobias Friedrich, Timo Kötzing, Martin Schirneck
2017Just-in-time batch scheduling problem with two-dimensional bin packing constraints.
Sergey Polyakovskiy, Alexander Makarowsky, Rym M'Hallah
2017Metamodeling for multimodal selection functions in evolutionary multi-objective optimization.
Proteek Chandan Roy, Rayan Hussein, Kalyanmoy Deb
2017Minimal criterion coevolution: a new approach to open-ended search.
Jonathan C. Brant, Kenneth O. Stanley
2017Mining cross product line rules with multi-objective search and machine learning.
Safdar Aqeel Safdar, Hong Lu, Tao Yue, Shaukat Ali
2017Monopolies can exist in unmanned airspace.
Scott Forer, Logan Michael Yliniemi
2017Multi-objective black-box test case selection for system testing.
Remo Lachmann, Michael Felderer, Manuel Nieke, Sandro Schulze, Christoph Seidl, Ina Schaefer
2017Multi-objective optimization of level of service in urban transportation.
Rolando Armas, Hernán E. Aguirre, Kiyoshi Tanaka
2017Multi-segment evolution of dungeon game levels.
Antonios Liapis
2017Multi-task learning in Atari video games with emergent tangled program graphs.
Stephen Kelly, Malcolm I. Heywood
2017Multimodal scalarized preferences in multi-objective optimization.
Marlon Alexander Braun, Lars Heling, Pradyumn Kumar Shukla, Hartmut Schmeck
2017Multimodal truss structure design using bilevel and niching based evolutionary algorithms.
Md. Jakirul Islam, Xiaodong Li, Kalyanmoy Deb
2017Multiobjective data mining from solutions by evolutionary multiobjective optimization.
Yusuke Nojima, Yuki Tanigaki, Hisao Ishibuchi
2017Multiple imputation and genetic programming for classification with incomplete data.
Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue
2017Neuroevolution on the edge of chaos.
Filip Matzner
2017Niching an estimation-of-distribution algorithm by hierarchical Gaussian mixture learning.
S. C. Maree, Tanja Alderliesten, Dirk Thierens, Peter A. N. Bosman
2017On feasible and infeasible search for equitable graph coloring.
Wen Sun, Jin-Kao Hao, Xiangjing Lai, Qinghua Wu
2017On self-adaptive rate restarts for evolutionary robotics with real rotorcraft.
Gerard David Howard
2017On the importance of isolated solutions in constrained decomposition-based many-objective optimization.
Maha Elarbi, Slim Bechikh, Lamjed Ben Said
2017On the runtime analysis of generalised selection hyper-heuristics for pseudo-boolean optimisation.
Andrei Lissovoi, Pietro S. Oliveto, John Alasdair Warwicker
2017On the runtime analysis of the opt-IA artificial immune system.
Dogan Corus, Pietro S. Oliveto, Donya Yazdani
2017Optimization of monitoring in dynamic communication networks using a hybrid evolutionary algorithm.
Robin Mueller-Bady, Martin Kappes, Inmaculada Medina-Bulo, Francisco Palomo-Lozano
2017Optimizing nucleic acid sequences for a molecular data recorder.
Jerzy Kozyra, Harold Fellermann, Ben Shirt-Ediss, Annunziata Lopiccolo, Natalio Krasnogor
2017Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search.
Francisco Chicano, L. Darrell Whitley, Gabriela Ochoa, Renato Tinós
2017Optimizing the decomposition of time series using evolutionary algorithms: soil moisture analytics.
Aniruddha Basak, Ole J. Mengshoel, Chinmay Kulkarni, Kevin M. Schmidt, Prathi Shastry, Rao Rapeta
2017PAC models in stochastic multi-objective multi-armed bandits.
Madalina M. Drugan
2017PSO-based parameters selection for the bilateral filter in image denoising.
Chengyan Wang, Bing Xue, Lin Shang
2017Parallel evolutionary algorithm with interleaving generations.
Martin Pilát, Roman Neruda
2017Parameter-less late acceptance hill-climbing.
Mosab Bazargani, Fernando G. Lobo
2017Particle swarm optimization for hyper-parameter selection in deep neural networks.
Pablo Ribalta Lorenzo, Jakub Nalepa, Michal Kawulok, Luciano Sánchez Ramos, José Ranilla Pastor
2017Per instance algorithm configuration of CMA-ES with limited budget.
Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
2017Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017
Peter A. N. Bosman
2017Progressively adding objectives: a case study in anomaly detection.
Luis Martí, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
2017Properties of a GP active learning framework for streaming data with class imbalance.
Sara Khanchi, Malcolm I. Heywood, Nur Zincir-Heywood
2017Protein design by multiobjective optimization: evolutionary and non-evolutionary approaches.
Sandeep V. Belure, Ofer M. Shir, Vikas Nanda
2017Real-polarized genetic algorithm for the three-dimensional bin packing problem.
André Homem Dornas, Flávio Vinícius Cruzeiro Martins, João Fernando Machry Sarubbi, Elizabeth Fialho Wanner
2017Reconsidering constraint release for active-set evolution strategies.
Dirk V. Arnold
2017Reexpressing problematic optimization data: creating a workflow for the statistical analysis of multifactorial EC experiments.
Mark Wineberg, Sebastian Lenartowicz
2017Reference point specification in hypervolume calculation for fair comparison and efficient search.
Hisao Ishibuchi, Ryo Imada, Yu Setoguchi, Yusuke Nojima
2017Reoptimization times of evolutionary algorithms on linear functions under dynamic uniform constraints.
Feng Shi, Martin Schirneck, Tobias Friedrich, Timo Kötzing, Frank Neumann
2017Robust multiobjective optimization using regression models and linear subproblems.
Fillipe Goulart, Sílvio T. Borges, Fernanda C. Takahashi, Felipe Campelo
2017Running time analysis of the (1+1)-EA for onemax and leadingones under bit-wise noise.
Chao Qian, Chao Bian, Wu Jiang, Ke Tang
2017Runtime analysis of the (1 + (
Maxim Buzdalov, Benjamin Doerr
2017Scalable genetic programming by gene-pool optimal mixing and input-space entropy-based building-block learning.
Marco Virgolin, Tanja Alderliesten, Cees Witteveen, Peter A. N. Bosman
2017Searching for nonlinear relationships in fMRI data with symbolic regression.
James Alexander Hughes, Mark Daley
2017Self-adaptation of genetic operators through genetic programming techniques.
Andrés Felipe Cruz-Salinas, Jonatan Gómez Perdomo
2017Sensitivity-like analysis for feature selection in genetic programming.
Grant Dick
2017Shaping communities of local optima by perturbation strength.
Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf
2017Simulation-based crossover for the firefighter problem.
Krzysztof Michalak
2017Simulation-based test functions for optimization algorithms.
Martin Zaefferer, Andreas Fischbach, Boris Naujoks, Thomas Bartz-Beielstein
2017Solving a supply-chain management problem using a bilevel approach.
Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, John M. Wassick
2017Solving structures of pigment-protein complexes as inverse optimization problems using decomposition.
Yigal Lahav, Ofer M. Shir, Dror Noy
2017Solving test case based problems with fuzzy dominance.
Jason Zutty, Gregory Rohling
2017Sorting by swaps with noisy comparisons.
Tomas Gavenciak, Barbara Geissmann, Johannes Lengler
2017Speeding up DSMGA-II on CUDA platform.
Sung-Chi Li, Tian-Li Yu
2017Speeding up evolutionary multi-objective optimisation through diversity-based parent selection.
Edgar Covantes Osuna, Wanru Gao, Frank Neumann, Dirk Sudholt
2017TPAM: a simulation-based model for quantitatively analyzing parameter adaptation methods.
Ryoji Tanabe, Alex Fukunaga
2017The (1+
Benjamin Doerr, Christian Gießen, Carsten Witt, Jing Yang
2017The evolution of neural network-based chart patterns: a preliminary study.
Myoung Hoon Ha, Byung Ro Moon
2017The multi-objective real-valued gene-pool optimal mixing evolutionary algorithm.
Anton Bouter, Ngoc Hoang Luong, Cees Witteveen, Tanja Alderliesten, Peter A. N. Bosman
2017The role of crossover operator in bayesian network structure learning performance: a comprehensive comparative study and new insights.
Carlo Contaldi, Fatemeh Vafaee, Peter C. Nelson
2017Theoretical XCS parameter settings of learning accurate classifiers.
Masaya Nakata, Will N. Browne, Tomoki Hamagami, Keiki Takadama
2017Theoretical results on bet-and-run as an initialisation strategy.
Andrei Lissovoi, Dirk Sudholt, Markus Wagner, Christine Zarges
2017Time complexity reduction in efficient global optimization using cluster kriging.
Hao Wang, Bas van Stein, Michael T. M. Emmerich, Thomas Bäck
2017Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty.
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2017Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming.
Andrew Sohn, Randal S. Olson, Jason H. Moore
2017Towards solving large-scale precedence constrained production scheduling problems in mining.
Angus Kenny, Xiaodong Li, Andreas T. Ernst, Dhananjay R. Thiruvady
2017Two-edge graphical linkage model for DSMGA-II.
Ping-Lin Chen, Chun-Jen Peng, Chang-Yi Lu, Tian-Li Yu
2017University staff teaching allocation: formulating and optimising a many-objective problem.
Jonathan E. Fieldsend
2017Unknown solution length problems with no asymptotically optimal run time.
Benjamin Doerr, Carola Doerr, Timo Kötzing
2017Unsure when to stop?: ask your semantic neighbors.
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli
2017Upper bounds on the runtime of the univariate marginal distribution algorithm on onemax.
Carsten Witt
2017Vascular morphogenesis controller: a generative model for developing morphology of artificial structures.
Payam Zahadat, Daniel Nicolas Hofstadler, Thomas Schmickl
2017When is it beneficial to reject improvements?
Samadhi Nallaperuma, Pietro S. Oliveto, Jorge Pérez Heredia, Dirk Sudholt