Track: Ant Colony Optimization and Swarm Intelligence |
Initial Application of Ant Colony Optimisation to Statistical Disclosure Control |
Martin Serpell, Jim Smith |
Combinatorial Expanding Neighborhood Topology Particle Swarm Optimization for the Vehicle Routing Problem with Stochastic Demands |
Yannis Marinakis, Magdalene Marinaki |
A Novel Multimodal-Problem-Oriented Particle Swarm Optimization Algorithm |
Zhigang Ren, Muyi Wang, Jie Wu |
Locally Informed Crowding Differential Evolution with a Speciation-based Memory Archive for Dynamic Multimodal Optimization |
Ponnuthurai Suganthan, Swgatam Das |
Refined Ranking Relations for Multi Objective Optimization and Application to P-ACO |
Maik Schwarz, Enrico Reich, Ruby Louisa Viktoria Moritz, Matthias Bernt, Martin Middendorf |
Improving the Interpretability of Classification Rules Discovered by An Ant Colony Algorithm |
Fernando Otero, Alex Freitas |
A GPU-based Parallel Fireworks Algorithm for Optimization |
Ke Ding, Shaoqiu Zheng, Ying Tan |
An Improved Adaptive Differential Evolution Algorithm with Population Adaptation |
Ming Yang, Zhihua Cai, Changhe Li, Jing Guan |
Group-Based Ant Colony Optimization |
Gunnar Völkel, Markus Maucher, Hans Armin Kestler |
Small-World Particle Swarm Optimization with Topology Adaptation |
Yue-Jiao Gong, Jun ZHANG |
PSO for Feature Construction and Binary Classification |
Bing Xue, Yan Dai, Mengjie Zhang |
Migration study on a Pareto-based island model for MOACOs |
Antonio M. Mora, Pablo García-Sánchez, Juan Julián Merelo, Pedro A. Castillo |
Adaptive Memetic Particle Swarm Optimization with Variable Local Search Pool Size |
Costas Voglis, Panagiotis E. Hadjidoukas, Konstantinos E. Parsopoulos, Dimitrios G. Papageorgiou, Isaac E. Lagaris |
A hybrid Particle Swarm with Velocity Mutation for Constraint Optimization Problems |
Mohammad reza Bonyadi, Xiang Li, Zbigniew Michalewicz |
Particle Swarm Optimization with Budget Allocation through Neighborhood Ranking |
Dimitris Souravlias, Konstantinos E. Parsopoulos |
On the Effect of Selection and Archiving Operators in Many-Objective Particle Swarm Optimisation |
Matthaus Martin Woolard, Jonathan Edward Fieldsend |
Adaptive Artificial Bee Colony Optimization |
Wei-Jie Yu, Wei-Neng Chen, Jun ZHANG |
Synergy in Ant Foraging Strategies: Memory and Communication Alone and In Combination |
Kenneth Letendre, Melanie E. Moses |
Optimal Computing Budget Allocation in Particle Swarm Optimization |
Juan Rada-Vilela, Mengjie Zhang, Mark Johnston |
GESwarm: Grammatical Evolution for the Automatic Synthesis of Swarm Robotics Collective Behaviors |
Eliseo Ferrante, Edgar Alfredo Duenez-Guzman, Ali Emre Turgut, Tom Wenseleers |
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Track: Artificial Life/Robotics/Evolvable Hardware |
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Evolution of Station Keeping as a Response to Flows in an Aquatic Robot |
Jared M. Moore, Anthony J. Clark, Philip K. McKinley |
Ribosomal Robots: Evolved Designs Inspired by Protein Folding |
Sebastian Risi, Daniel Walton Cellucci, Hod Lipson |
Behavioral Repertoire Learning in Robotics |
Antoine CULLY, Jean-Baptiste MOURET |
Combining Fitness-based Search and User Modeling in Evolutionary Robotics |
Josh C. Bongard, Gregory S. Hornby |
Effective Diversity Maintenance in Deceptive Domains |
Joel Lehman, Kenneth O. Stanley, Risto Miikkulainen |
A True Finite-State Baseline for Tartarus |
Grant Dick |
Critical Interplay Between Density-dependent Predation and Evolution of the Selfish Herd |
Randal S. Olson, David B. Knoester, Christoph Adami |
Generic Behaviour Similarity Measures for Evolutionary Swarm Robotics |
Jorge Gomes, Anders Lyhne Christensen |
Unshackling Evolution: Evolving Soft Robots with Multiple Materials and a Powerful Generative Encoding |
Nick Cheney, Rob MacCurdy, Hod Lipson, Jeff Clune |
Self-adapting Fitness Evaluation Times for On-line Evolution of Simulated Robots |
Cristian Dinu, Plamen Dimitrov, Berend Weel, A.E. Eiben |
Long-Term Evolutionary Dynamics in Heterogeneous Cellular Automata |
David Medernach, Taras Kowaliw, Conor Ryan, Rene Doursat |
Confronting the Challenge of Learning a Flexible Neural Controller for a Diversity of Morphologies |
Sebastian Risi, Kenneth O. Stanley |
A Coevolutionary Approach to Learn Animal Behavior Through Controlled Interaction |
Wei Li, Melvin Gauci, Stephen A. Billings, Roderich Gross |
Right On The MONEE |
Evert Haasdijk, A.E. Eiben, Berend Weel |
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Track: Biological and Biomedical Applications |
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Particularities of Evolutionary Parameter Estimation in Multi-stage Compartmental Models of Thymocyte Dynamics |
Daniela Zaharie, Lavinia Moatar-Moleriu, Viorel Negru |
Inferring Large Scale Genetic Networks with S-System Model |
Ahsan Raja Chowdhury, Madhu Chetty, Nguyen Xuan Vinh |
Off-Lattice Protein Structure Prediction with Homologous Crossover |
Brian Olson, Kenneth De Jong, Amarda Shehu |
Permutation-Based Ant Colony Optimisation for the Discovery of Gene-Gene Interactions in Genome Wide Association Studies |
Emmanuel Sapin, Ed Keedwell, Tim Frayling |
mDBN: Motif-Based Learning of Dynamic Bayesian Network for the Reconstruction of Gene Regulatory Networks |
Nizamul Morshed, Madhu Chetty, Nguyen Xuan Vinh, Terry Caelli |
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Track: Digital Entertainment Technologies and Arts |
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Aesthetic Selection and the Stochastic Basis of Art Design and Interactive Evolutionary Computation |
Alan Dorin |
Rolling Horizon Evolution versus Tree Search for Single-Player Real-Time Games |
Diego Perez, Spyridon Samothrakis, Simon Lucas, Philipp Rohlfshagen |
Enhancements to Constrained Novelty Search: Two-Population Novelty Search for Generating Game Content |
Antonios Liapis, Georgios N. Yannakakis, Julian Togelius |
Open-Ended Behavioral Complexity for Evolved Virtual Creatures |
Dan Lessin, Don Fussell, Risto Miikkulainen |
Trace Selection for Interactive Evolutionary Algorithms |
Jonathan Eisenmann, Matthew Lewis, Rick Parent |
Evolving Structures in Electronic Dance Music |
Arne Eigenfeldt, Philippe Pasquier |
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Track: Estimation of Distribution Algorithms |
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Towards Large Scale Continuous EDA: A Random Matrix Theory Perspective |
Ata Kaban, Jakramate Bootkrajang, Robert John Durrant |
Design of Test Problem for Genetic Algorithm |
Shih-Ming Wang, Jie-Wei Wu, Wei-Ming Chen, Tian-Li Yu |
A Bayesian Approach for Constrained Multi-Agent Minimum Time Search in Uncertain Dynamic Domains |
Pablo Lanillos, Javier Yañez-Zuluaga, Eva Besada-Portas |
More Concise and Robust Linkage Learning by Filtering and Combining Linkage Hierarchies |
Peter A.N. Bosman, Dirk Thierens |
Effects of Discrete Hill Climbing on Model Building for Estimation of Distribution Algorithms |
Wei-Ming Chen, Chu-Yu Hsu, Tian-Li Yu, Wei-Che Chien |
A Niching Scheme for EDAs to Reduce Spurious Dependencies |
Po-Chun Hsu, Tian-Li Yu |
Geometric-Based Sampling For Permutation Optimization |
Olivier Regnier-Coudert, John McCall, Mayowa Ayodele |
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Track: Evolution Strategies and Evolutionary Programming |
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On the behaviour of the (1lambda)-ES for a conically constrained problem |
Dirk V. Arnold |
A Natural Evolution Strategy with Asynchronous Strategy Updates |
Tobias Glasmachers |
An Evolution Strategy Assisted by Ensemble of Local Gaussian Process Models |
Jianfeng Lu, Bin Li, Yaochu Jin |
A Median Success Rule for Non-Elitist Evolution Strategies: Study of Feasibility |
Ouassim Ait ElHara, Anne Auger, Nikolaus Hansen |
Asynchronous Differential Evolution with Adaptive Correlation Matrix |
Mikhail Zhabitsky, Evgeniya Zhabitskaya |
Intensive Surrogate Model Exploitation in Self-adaptive Surrogate-assisted CMA-ES (saACM-ES) |
Ilya Loshchilov, Marc Schoenauer, Michele Sebag |
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Track: Evolutionary Combinatorial Optimization |
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Second Order Partial Derivatives for NK-landscapes |
Wenxiang Chen, Darrell Whitley, Doug Hains, Adele Howe |
Study on the Benefits of Using Multi-Objectivization for Mining Pittsburgh Partial Classification Rules in Imbalanced and Discrete Data |
Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens |
An Effective Heuristic for the Smallest Grammar Problem |
Florian Benz, Timo Kötzing |
MuACOsm - A New Mutation-Based Ant Colony Optimization Algorithm for Learning Finite-State Machines |
Daniil Chivilikhin, Vladimir Ulyantsev |
A Memetic Algorithm for the Multi-Objective Flexible Job Shop Scheduling Problem |
Yuan Yuan, Hua Xu |
Cartesian products of scalarization functions for many-objective QAP instances with correlated flow matrices |
Madalina Mihalea Drugan |
Ordered Racing Protocols for Automatically Configuring Algorithms for Scaling Performance |
James Styles, Holger H. Hoos |
Which Algorithm Should I Choose at any Point of the Search: An Evolutionary Portfolio Approach |
Shiu Yin Yuen, Chi Kin Chow, Xin Zhang |
Evolutionary Algorithm for the k-Interconnected Multi-Depot Multi-Traveling Salesmen Problem |
Carlos E. Andrade, Flávio K. Miyazawa, Mauricio G. C. Resende |
An Analytical Investigation of Block-based Mutation Operators for Order-based Stochastic Clique Covering Algorithms |
David Chalupa |
An Evolutionary Multi-Agent System for Database Query Optimization |
Frederico Augusto de Cezar Almeida Gonçalves, Frederico Gadelha Guimarães, Marcone Jamilson Freitas Souza |
Hill-climbing Strategies on Various Landscapes: An Empirical Comparison |
Matthieu Basseur, Adrien Goeffon |
The Generalized Minimum Spanning Tree Problem: A Parameterized Complexity Analysis of Bi-level Optimisation |
Doğ,an Çörüş,, Per Kristian Lehre, Frank Neumann |
On Set-based Local Search for Multiobjective Combinatorial Optimization |
Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Verel |
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Track: Evolutionary Multiobjective Optimization |
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On finding well-spread Pareto optimal solutions by preference-inspired co-evolutionary algorithm |
Rui Wang, Bo Guo, Tao Zhang |
Attempt to Reduce the Computational Complexity in Multi-objective Differential Evolution Algorithms |
Martin Drozdik, Hernan Aguirre, Kiyoshi Tanaka |
Edges of Mutually Non-dominating Sets |
David Walker, Richard Everson, Jonathan Fieldsend |
MOEA/D for Traffic Grooming in WDM Optical Networks |
Alvaro Rubio-Largo, Qingfu Zhang, Miguel Angel Vega-Rodríguez |
Many-Hard-objective Optimization using Differential Evolution based on Two-stage Constraint-handling |
Kiyoharu Tagawa, Akihiro Imamura |
Revisiting the NSGA-II Crowding-Distance Computation |
Félix-Antoine Fortin, Marc Parizeau |
Two-Stage Non-Dominated Sorting and Directed Mating for Solving Problems with Multi-Objectives and Constraints |
Minami Miyakawa, Keiki Takadama, Hiroyuki Sato |
Many-Objective Optimization using Differential Evolution with Variable-Wise Mutation Restriction |
Roman Denysiuk, Lino Costa, Isabel Espirito Santo |
Evolutionary Multi-Objective Optimization To Attain Practically Desirable Solutions |
Natsuki Kusuno, Hernan Aguirre, Kiyoshi Tanaka, Masataka Koishi |
A Hybrid Evolutionary Approach with Search Strategy Adaptation for Mutiobjective Optimization |
Ahmed Kafafy, Stephane Bonnevay, Ahmed Bounekkar |
Generalizing the Improved Run-Time Complexity Algorithm for Non-Dominated Sorting |
Félix-Antoine Fortin, Simon Grenier, Marc Parizeau |
A Fast Approximation-Guided Evolutionary Multi-Objective Algorithm |
Markus Wagner, Frank Neumann |
Iterated Multi-Swarm |
Andre Britto, Sanaz Mostaghim, Aurora Pozo |
Multi-Objective Optimization with Surrogate Trees |
Denny Verbeeck, Francis Maes, Kurt De Grave, Hendrik Blockeel |
Parameterized Average-Case Complexity of the Hypervolume Indicator |
Karl Bringmann, Tobias Friedrich |
A Comparison of Different Algorithms for the Calculation of Dominated Hypervolumes |
Christopher Priester, Kaname Narukawa, Tobias Rodemann |
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Track: Generative and Developmental Systems |
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Heterochronic Scaling of Developmental Durations in Evolved Soft Robots |
John Rieffel |
Critical Factors in the Performance of HyperNEAT |
Thomas G. van den Berg, Shimon Whiteson |
Neuroannealing: Martingale-driven Learning for Neural Network |
Alan Justin Lockett, Risto Miikkulainen |
Gene Networks Have a Predictive Long-Term Fitness |
Michael E. Palmer |
Evolving Multimodal Controllers with HyperNEAT |
Justin K. Pugh, Kenneth O. Stanley |
On Learning to Generate Wind Farm Layouts |
Dennis Wilson, Emmanuel Awa, Sylvain Cussat-Blanc, Kalyan Veeramachaneni, Una-May O'Reilly |
Single-Unit Pattern Generators for Quadruped Locomotion |
Gregory W. Morse, Sebastian Risi, Charles Snyder, Kenneth O. Stanley |
Neuroevolution Results in Emergence of Short-Term Memory in Multi-goal Environment |
Konstantin Lakhman, Mikhail Burtsev |
A Hox Gene Inspired Generative Approach to Evolving Robot Morphology |
Eivind Samuelsen, Kyrre Glette, Jim Torresen |
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Track: Genetic Algorithms |
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Improving Evolutionary Solutions to the Game of MasterMind Using an Entropy-based Scoring Method |
Juan-Julián Merelo-Guervós, Pedro Castillo, Antonio M. Mora, Anna Isabel Esparcia-Alcázar |
A Multiset Genetic Algorithm for the Optimization of Deceptive Problems |
António Manuel Rodrigues Manso, Luís Miguel Parreira Correia |
Hyperplane Initialized Local Search for MAXSAT |
Doug Hains, Darrell Whitley, Adele Howe, Wenxiang Chen |
Extended Virtual Loser Genetic Algorithm for the Dynamic Traveling Salesman Problem |
Anabela Simões, Ernesto Costa |
Analysis of Diversity Mechanisms for Robust Optimisation in Dynamic Environments with Low Frequencies of Change |
Pietro S. Oliveto, Christine Zarges |
pEvoSAT: A Novel Permutation Based Genetic Algorithm for Solving the Boolean Satisfiability Problem |
Boris Shabash, Kay Wiese |
Lessons From the Black-Box: A Fast Crossover-Based Genetic Algorithm |
Benjamin Doerr, Carola Doerr, Franziska Ebel |
Hierarchical Problem Solving with the Linkage Tree Genetic Algorithm |
Dirk Thierens, Peter A.N. Bosman |
Constructing Low Star Discrepancy Point Sets with Genetic Algorithms |
Carola Doerr, Francois-Michel De Rainville |
Hybridizing Evolutionary Algorithms with Opportunistic Local Search |
Christian Gießen |
The Influence of Linkage Learning in the Linkage Tree GA when Solving Multidimensional Knapsack Problems |
Jean Paulo Martins, Alexandre Cláudio Botazzo Delbem |
On the usefulness of linkage processing for solving MAX-SAT |
Krzysztof L. Sadowski, Peter A.N. Bosman, Dirk Thierens |
A Variance Decomposition Approach to Genetic Algorithms Analysis |
Tiago Paixão, Nick Hamilton Barton |
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Track: Genetic Programming |
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Running Programs Backwards |
Krzysztof Krawiec, Bartosz Wieloch |
Runtime Analysis of Mutation-Based Geometric Semantic Genetic Programming for Basis Functions Regression |
Alberto Moraglio, Andrea Mambrini |
Genetic Programming for Edge Detection using Multivariate Density |
Wenlong Fu, Mark Johnston, Mengjie Zhang |
Approximating Geometric Crossover by Semantic Backpropagation |
Krzysztof Krawiec, Tomasz Pawlak |
An Effective Parse Tree Representation for Tartarus |
Grant Dick |
Pattern-Guided Genetic Programming |
Krzysztof Krawiec, Jerry Swan |
Self-adaptive Mate Choice for Cluster Geometry Optimization |
António Leitão, Penousal Machado |
Cartesian Genetic Programming encoded Artificial Neural Networks: A Comparison using Three Benchmarks |
Andrew James Turner, Julian Francis Miller |
An Efficient Distance Metric for Linear Genetic Programming |
Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda |
Efficient Indexing of Similarity Models with Inequality Symbolic Regression |
Tomas Bartos, Tomas Skopal, Juraj Mosko |
GEARNet: Grammatical Evolution with Artificial Regulatory Networks |
Rui Lopes, Ernesto Costa |
Automatic Inference of Hierarchical Graph Models using Genetic Programming with an Application to Cortical Networks |
Alexander Bailey, Beatrice Ombuki-Berman, Mario Ventresca |
Structural Difficulty in Grammatical Evolution versus Genetic Programming |
Ann Thorhauer, Franz Rothlauf |
Accelerating convergence in Cartesian Genetic Programming by using a new genetic operator |
Andreas Meier, Mark Gonter, Rudolf Kruse |
Prioritized Grammar Enumeration: Symbolic Regression by Dynamic Programming |
Tony Worm, Kenneth Chiu |
Genetic Programming with Genetic Regulatory Networks |
Rui Lopes, Ernesto Costa |
Length Bias and Search Limitations in Cartesian Genetic Programming |
Brian W. Goldman, William Punch |
Benchmarking Pareto Archiving heuristics in the presence of concept drift: Diversity versus age |
Aaron Atwater, Malcolm I. Heywood |
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Track: Genetics Based Machine Learning |
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Networks of Transform-Based Evolvable Features for Object Recognition |
Taras Kowaliw, Wolfgang Banzhaf, René Doursat |
Searching for Novel Clustering Programs |
Enrique Naredo, Leonardo Trujillo |
Evolving Large-scale Neural Networks for Visual Reinforcement Learning |
Jan Koutník, Giuseppe Cuccu, Juergen Schmidhuber, Faustino Gomez |
Extending Scalable Learning Classifier System with Cyclic Graphs to Solve Complex Large-Scale Boolean Problems |
Muhammad Iqbal, Will N. Browne, Mengjie Zhang |
Selection Strategy for XCS with Adaptive Action Mapping |
Masaya Nakata, Pier Luca Lanzi, Keiki Takadama |
Comparing Multi-objective and Threshold-moving ROC Curve Generation for a Prototype-based Classifier |
Ricardo Aler, Julia Handl, Joshua D. Knowles |
Evolving Artificial Neural Networks for Nonlinear Feature Construction |
Tobias Berka, Helmut A. Mayer |
An Analysis of a Spatial EA Parallel Boosting Algorithm |
Uday Kamath, Carlotta Domeniconi, Kenneth De Jong |
Self Organizing Classifiers and Niched Fitness |
Danilo V. Vargas, Hirotaka Takano, Junichi Murata |
An Evolutionary Data-Conscious Artificial Immune Recognition System |
Darwin Tay, Chueh Loo Poh, Richard Ian Kitney |
Learning Genetic Programming Based Regression Ensembles at Scale |
Kalyan Kumar Veeramachaneni, Owen Derby, Una-May O'Reilly, Dylan Sherry |
Analysis of the Niche Genetic Algorithm in Learning Classifier Systems |
Tim Kovacs, Robin Tindale |
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Track: Integrative Genetic and Evolutionary Computation |
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Improving Coevolution by Random Sampling |
Paweł, Liskowski, Krzysztof Krawiec, Wojciech Jaśkowski, , Marcin Grzegorz Szubert |
Using Representative Strategies for Finding Nash Equilibrium |
Chih-Yuan Chou, Tian-Li Yu |
Shaping Fitness Function for Evolutionary Learning of Game Strategies |
Marcin Grzegorz Szubert, Wojciech Jaś,kowski, Paweł, Liskowski, Krzysztof Krawiec |
Solving Satisfiability in Fuzzy Logics by Mixing CMA-ES |
Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé |
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Track: Parallel Evolutionary Systems |
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ParadisEo-Mo-Gpu: a Framework for Parallel Gpu-based Local Search Metaheuristics |
Nouredine Melab, Thé van Luong, Karima Boufaras, El-Ghazali Talbi |
The asynchronous island model and NSGA-II: study of a new migration operator and its performance |
Marcus Märtens, Dario Izzo |
Speeding Up Model Building for ECGA on CUDA Platform |
Chung-Yu Shao, Tian-Li Yu |
A Parallel Evolutionary Approach to Solve the Relay Node Placement Problem in Wireless Sensor Networks |
Jose M. Lanza-Gutierrez, Juan A. Gomez-Pulido, Miguel A. Vega-Rodriguez, Juan M. Sanchez-Perez |
A Parallel Memetic Algorithm on GPU to Solve the Task Scheduling Problem in Heterogeneous Environments |
Ali Mirsoleimani, Ali Karami, Farshad Khunjush |
Accelerating Population-Based Search Heuristics by Adaptive Resource Allocation |
Joachim Lepping, Panayotis Mertikopoulos, Denis Trystram |
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Track: Real World Applications |
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Searching for the Minimum Failures that Can Cause a Hazard in a Wireless Sensor Network |
Iain Bate, Mark Louis Fairbairn |
Red Swarm: Smart Mobility in Cities with EAs |
Daniel H. Stolfi, Enrique Alba |
Vehicular Mobility Model Optimization Using Cooperative Coevolutionary Genetic Algorithms |
Sune Steinbjorn Nielsen, Gregoire Danoy, Pascal Bouvry |
A Multi-Objective Approach to Evolving Platooning Strategies in Intelligent Transportation Systems |
Willem Van Willigen, Evert Haasdijk, Leon Kester |
Stochastic Volatility Modeling with Computational Intelligence Particle Filters |
Ayub Hanif, Robert Elliott Smith |
Hybrid Discrete Harmony Search Algorithm for Scheduling Re-processing Problem in Remanufacturing |
Kaizhou Gao, P.N. Suganthan |
Controlling Tensegrity Robots through Evolution |
Atil Iscen, Adrian Agogino, Vytas SunSpiral, Kagan Tumer |
A Hybrid Genetic Approach for Stereo Matching |
Eliyahu Kiperwasser, Omid David, Nathan S. Netanyahu |
Fast and Effective Multi-Objective Optimisation of Wind Turbine Placement |
Raymond Tran, Junhua Wu, Christopher Denison, Markus Wagner, Frank Neumann |
Multi- user Detection in Multi-Carrier CDMA Wireless Broadband System Using a Binary Adaptive Differential Evolution Algorithm |
Athanasios Vasilakos |
Minimising Longest Path Length in Communication Satellite Payloads via Metaheuristics |
Apostolos Stathakis, Grégoire Danoy, Julien Schleich, Pascal Bouvry, Gianluigi Morelli |
Human Action Recognition Optimization Based on Evolutionary Feature Subset Selection |
Alexandros Andre Chaaraoui, Francisco Flórez-Revuelta |
Self-Adjusting Focus of Attention by means of GP for improving a Laser Point Detection System |
León Felipe Dozal, Francisco Chávez, Eddie Clemente, Francisco Fernández, Gustavo Olague |
On the impact of streaming interface heuristics on GP trading agents: An FX benchmarking study |
Alexander Loginov, Malcolm Heywood |
A Novel Movable Partitions Approach with Neural Networks and Evolutionary Algorithms for Solving the Hydroelectric Unit Commitment Problem |
Pedro de Lima Abrão, Elizabeth Fialho Wanner, Paulo Eduardo Maciel Almeida |
Hybrid POMDP based Evolutionary Adaptive Framework for Efficient Visual Tracking Algorithms |
Yan Shen, Sarang Khim, WonJun Sung, Minhaz Uddin Ahmed, Phill Kyu Rhee |
Pipe Smoothing Genetic Algorithm for Least Cost Water Distribution Network Design |
Matthew Barrie Johns, EDWARD KEEDWELL, DRAGAN SAVIC |
Automatic String Replace by Examples |
Andrea De Lorenzo, Eric Medvet, Alberto Bartoli |
Optimization of a Supersonic Airfoil Using the Multi-Objective Alliance Algorithm |
Valerio Lattarulo, Pranay Seshadri, Geoffrey T. Parks |
Evolutionary Path Generation for Reduction of Thermal Variations in Thermal Spray Coating |
Daniel Hegels, Heinrich Müller |
Cluster Energy Optimizing Genetic Algorithm |
Vera A. Kazakova |
Differential Evolution based Human Body Pose Estimation from Point Clouds |
Roberto Ugolotti, Stefano Cagnoni |
Estimating MLC NAND Flash Endurance: A Genetic Programming Based Symbolic Regression Application |
Damien Hogan, Tom Arbuckle, Conor Ryan |
Search for a grand tour of the Jupiter Galilean moons |
Dario Izzo, Luís F. Simões, Marcus Märtens, Guido de Croon, Aurelie Heritier, Chit Hong Yam |
MOEA/D assisted by RBF Networks for Expensive Multi-Objective Optimization Problems |
Saúl Zapotecas Martínez, Carlos A. Coello Coello |
Evolutionary Multiobjective Optimization for Selecting Members of an Ensemble Streamflow Forecasting Model |
Darwin Brochero, Christian Gagné, François Anctil |
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Track: Search-Based Software Engineering |
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A Comparison of Two Memetic Algorithms for Software Class Modelling |
Jim Smith, Chris Simons |
A Scenario-based Robust Model For The Next Release Problem |
Matheus Henrique Esteves Paixao, Jerffeson Teixeira de Souza |
Minimizing Test Suites in Software Product Lines Using Weight-based Genetic Algorithms |
Shuai Wang, Shaukat Ali, Arnaud Gotlieb |
The Optimisation of Stochastic Grammars to Enable Cost-Effective Probabilistic Structural Testing |
Simon Poulding, John A. Clark, Rob Alexander, Mark J. Hadley |
Search-based Model Merging |
Marouane Kessentini, Wafa Werda, Philip Langer, Manuel Wimmer |
Cost-aware Pareto Optimal Test Suite Minimisation for Service-centric Systems |
mustafa bozkurt |
A Grammatical Evolution Approach for Software Effort Estimation |
Rodrigo C. Barros, Márcio P. Basgalupp, Ricardo Cerri, Tiago S. da Silva, André C. P. L. F. de Carvalho |
Testing Of Precision Agricultural Networks for Adversary-induced Problems |
Karel Paul Bergmann, Jörg Denzinger |
A Theoretical Runtime and Empirical Analysis of Different Alternating Variable Searches for Search-Based Testing |
Joseph Kempka, Phil McMinn, Dirk Sudholt |
The Use of Development History in Software Refactoring Using a Multi-Objective Evolutionary Algorithm |
Ali Ouni, Marouane Kessentini, Houari Sahraoui, Mohamed Salah Hamdi |
Test Suite Generation with Memetic Algorithms |
Gordon Fraser, Andrea Arcuri, Phil McMinn |
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Track: Self-* Search |
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S-Race: A Multi-Objective Racing Algorithm |
Tiantian Zhang, Michael Georgiopoulos, Georgios Anagnostopoulos |
Sustainable Cooperative Coevolution with a Multi-Armed Bandit |
Francois-Michel De Rainville, Michèle Sebag, Christian Gagné, Marc Schoenauer, Denis Laurendeau |
Novelty and Interestingness Measures for Design-space Exploration |
Edgar Reehuis, Markus Olhofer, Thomas Bäck, Bernhard Sendhoff |
Is the Meta-EA a Viable Optimization Method? |
Sean Luke, A.K.M. Khaled Ahsan Talukder |
Generating Single and Multiple Cooperative Heuristics for the One Dimensional Bin Packing Problem Using a Single Node Genetic Programming Island Model |
Kevin Sim, Emma Hart |
The importance of the learning conditions in Hyper-Heuristics |
Nuno Lourenço, Francisco Baptista Pereira, Ernesto Costa |
An analysis of post-selection in automatic tuning |
Zhi Yuan, Thomas Stuetzle, Hoong Chuin Lau, Mauro Birattari, Marco Montes de Oca |
Non Stationary Operators Selection with Island Models |
Caner Candan, Adrien Goeffon, Frédéric Lardeux, Frédéric Saubion |
Entropy-based Adaptive Range Parameter Control for Evolutionary Algorithms |
Aldeida Aleti, Irene Moser |
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Track: Theory |
Can Quantitative and Population Genetics Help Us Understand Evolutionary Computation? |
Nick Barton |
Population Size Matters: Rigorous Runtime Results for Maximizing the Hypervolume Indicator |
Anh Quang Nguyen, Andrew M. Sutton, Frank Neumann |
NP-Completeness and the Coevolution of Exact Set Covers |
Jeffrey Horn |
A Method to Derive Fixed Budget Results From Expected Optimisation Times |
Benjamin Doerr, Thomas Jansen, Carsten Witt, Christine Zarges |
Improved Runtime Analysis of the Simple Genetic Algorithm |
Pietro S. Oliveto, Carsten Witt |
Particle Swarm Optimization Almost Surely Finds Local Optima |
Manuel Schmitt, Rolf Wanka |
How the (1 + λ) Evolutionary Algorithm Optimizes Linear Functions |
Benjamin Doerr, Marvin Künnemann |
Runtime Analysis of Ant Colony Optimization on Dynamic Shortest Path Problems |
Andrei Lissovoi, Carsten Witt |