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ORCIDGECCO 2011: Dublin, Ireland
- Natalio Krasnogor, Pier Luca Lanzi:
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011. ACM 2011, ISBN 978-1-4503-0557-0
Invited talks
- Rebecca Schulman:
Beyond biology: designing a new mechanism for self-replication and evolution at the nanoscale. 7-14 - Steen Rasmussen, Anders Albertsen, Harold Fellermann, Pernille Lykke Pedersen, Carsten Svaneborg
, Hans Ziock:
Assembling living materials and engineering life-like technologies. 15-20
Ant colony optimization and swarm intelligence track papers
- Juan Rada-Vilela, Mengjie Zhang, Winston Seah:
A performance study on synchronous and asynchronous updates in particle swarm optimization. 21-28 - Hongliang Liu, Enda Howley, Jim Duggan:
Particle swarm optimisation with gradually increasing directed neighbourhoods. 29-36 - Mohammad Majid al-Rifaie, John Mark Bishop, Tim Blackwell:
An investigation into the merger of stochastic diffusion search and particle swarm optimisation. 37-44 - Mahdi Setayesh, Mengjie Zhang, Mark Johnston:
Detection of continuous, smooth and thin edges in noisy images using constrained particle swarm optimisation. 45-52 - Stephen Chen, James Montgomery:
Selection strategies for initial positions and initial velocities in multi-optima particle swarms. 53-60 - Shannon S. Pace, Clinton J. Woodward:
Diversity preservation using excited particle swarm optimisation. 61-68 - Saúl Zapotecas Martínez, Carlos A. Coello Coello:
A multi-objective particle swarm optimizer based on decomposition. 69-76 - Wenlong Fu, Mark Johnston, Mengjie Zhang:
Hybrid particle swarm optimisation based on history information sharing. 77-84 - Chunhe Song, Hai Zhao, Wei Jing, Hongbo Zhu:
PSO based motion deblurring for single image. 85-92 - Konrad Diwold, Daniel Himmelbach, René Meier, Carsten Baldauf, Martin Middendorf:
Bonding as a swarm: applying bee nest-site selection behaviour to protein docking. 93-100 - Yannis Marinakis, Magdalene Marinaki:
A honey bees mating optimization algorithm for the open vehicle routing problem. 101-108 - Mohammed El-Abd:
Opposition-based artificial bee colony algorithm. 109-116 - Christian Domínguez-Medina, Nareli Cruz Cortés:
Energy-efficient and location-aware ant colony based routing algorithms for wireless sensor networks. 117-124 - Tianjun Liao, Marco Antonio Montes de Oca, Dogan Aydin, Thomas Stützle, Marco Dorigo:
An incremental ant colony algorithm with local search for continuous optimization. 125-132 - Ying Lin, Jing-Hui Zhong, Jun Zhang:
Parallel exploitation in estimated basins of attraction: a new derivative-free optimization algorithm. 133-138 - Marta S. R. Monteiro, Dalila B. M. M. Fontes, Fernando A. C. C. Fontes:
An ant colony optimization algorithm to solve the minimum cost network flow problem with concave cost functions. 139-146 - José García-Nieto, Enrique Alba:
Empirical computation of the quasi-optimal number of informants in particle swarm optimization. 147-154 - Wei-neng Chen, Jun Zhang:
Ant colony optimization for determining the optimal dimension and delays in phase space reconstruction. 155-162 - Dhananjay Raghavan Thiruvady, Bernd Meyer, Andreas T. Ernst:
Car sequencing with constraint-based ACO. 163-170
Artificial life/robotics/evolvable hardware track papers
- Giorgos Karafotias, Evert Haasdijk, Ágoston E. Eiben:
An algorithm for distributed on-line, on-board evolutionary robotics. 171-178 - Josh C. Bongard:
Morphological and environmental scaffolding synergize when evolving robot controllers: artificial life/robotics/evolvable hardware. 179-186 - Evert Haasdijk, Arif Atta-ul-Qayyum, Ágoston E. Eiben:
Racing to improve on-line, on-board evolutionary robotics. 187-194 - Heiko Hamann, Thomas Schmickl, Karl Crailsheim:
Coupled inverted pendulums: a benchmark for evolving decentral controllers in modular robotics. 195-202 - Jacob Charles Walker:
The evolution of optimal foraging strategies in populations of digital organisms. 203-210 - Joel Lehman, Kenneth O. Stanley:
Evolving a diversity of virtual creatures through novelty search and local competition. 211-218 - Luis Zaman, Suhas Devangam, Charles Ofria:
Rapid host-parasite coevolution drives the production and maintenance of diversity in digital organisms. 219-226 - Brian D. Connelly, Luis Zaman, Philip K. McKinley, Charles Ofria:
Modeling the evolutionary dynamics of plasmids in spatial populations. 227-234 - Ben Jones, Andrea Soltoggio, Bernhard Sendhoff, Xin Yao:
Evolution of neural symmetry and its coupled alignment to body plan morphology. 235-242 - Chad M. Byers, Betty H. C. Cheng, Philip K. McKinley:
Digital enzymes: agents of reaction inside robotic controllers for the foraging problem. 243-250 - Josh C. Bongard:
Spontaneous evolution of structural modularity in robot neural network controllers: artificial life/robotics/evolvable hardware. 251-258 - Tony Pinville, Sylvain Koos, Jean-Baptiste Mouret, Stéphane Doncieux:
How to promote generalisation in evolutionary robotics: the ProGAb approach. 259-266 - Charles Ollion, Stéphane Doncieux:
Why and how to measure exploration in behavioral space. 267-274 - Christian Roth, Matt Knudson, Kagan Tumer:
Agent fitness functions for evolving coordinated sensor networks. 275-282
Bioinformatics, computational, systems, and synthetic biology track papers
- Fergal Reid, Neil J. Hurley:
Analysing structure in complex networks using quality functions evolved by genetic programming. 283-290 - Mariana Recamonde Mendoza, Ana Lúcia C. Bazzan:
Evolving random boolean networks with genetic algorithms for regulatory networks reconstruction. 291-298 - Nicholas E. Hardison, Alison A. Motsinger-Reif:
The power of quantitative grammatical evolution neural networks to detect gene-gene interactions. 299-306 - Michael Douglas Schmidt, Hod Lipson:
Automated modeling of stochastic reactions with large measurement time-gaps. 307-314 - Jirí Kubalík:
Evolutionary-based iterative local search algorithm for the shortest common supersequence problem. 315-322 - Nazar Zaki, Fadi N. Sibai, Piers Campbell:
Conotoxin protein classification using pairwise comparison and amino acid composition: toxin-aam. 323-330 - Roberto Santana, Concha Bielza, Pedro Larrañaga:
Affinity propagation enhanced by estimation of distribution algorithms. 331-338 - Michaël Marcozzi, Federico Divina, Jesús S. Aguilar-Ruiz, Wim Vanhoof:
A novel probabilistic encoding for EAs applied to biclustering of microarray data. 339-346 - Nazar Zaki, Salah Bouktif, Sanja Lazarova-Molnar:
A genetic algorithm to enhance transmembrane helices prediction. 347-354
Digital entertainment technologies and arts track papers
- Krzysztof Krawiec, Marcin Grzegorz Szubert:
Learning n-tuple networks for othello by coevolutionary gradient search. 355-362 - William L. Raffe, Fabio Zambetta, Xiaodong Li:
Evolving patch-based terrains for use in video games. 363-370 - Igor Karpov, Vinod K. Valsalam, Risto Miikkulainen:
Human-assisted neuroevolution through shaping, advice and examples. 371-378 - Jason Gauci, Kenneth O. Stanley:
Evolving neural networks for geometric game-tree pruning. 379-386 - Amy K. Hoover, Paul A. Szerlip, Kenneth O. Stanley:
Interactively evolving harmonies through functional scaffolding. 387-394 - Luigi Cardamone, Daniele Loiacono, Pier Luca Lanzi:
Interactive evolution for the procedural generation of tracks in a high-end racing game. 395-402 - James McDermott, Una-May O'Reilly:
An executable graph representation for evolutionary generative music. 403-410 - Igor Vatolkin, Mike Preuß, Günter Rudolph:
Multi-objective feature selection in music genre and style recognition tasks. 411-418 - Alan R. R. de Freitas, Frederico Gadelha Guimarães:
Originality and diversity in the artificial evolution of melodies. 419-426 - Eelco den Heijer, Ágoston E. Eiben:
Evolving art with scalable vector graphics. 427-434
Evolutionary combinatorial optimization and metaheuristics track papers
- Dan Qaurooni:
A memetic algorithm for course timetabling. 435-442 - Claudio Fabiano Motta Toledo, Márcio da Silva Arantes, Paulo Morelato França:
Tabu search to solve the synchronized and integrated two-level lot sizing and scheduling problem. 443-448 - Luís H. C. Bicalho, André Gustavo dos Santos, José Elias Claudio Arroyo:
Metaheuristic for parallel machines scheduling with resource-assignable sequence dependent setup times. 449-456 - Malek Mouhoub, Bahareh Jafari Jashmi:
Heuristic techniques for variable and value ordering in CSPs. 457-464 - David Chalupa:
Population-based and learning-based metaheuristic algorithms for the graph coloring problem. 465-472 - Jin Kim, Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon:
Genetic approaches for graph partitioning: a survey. 473-480 - Petrica C. Pop, Serban Iordache:
A hybrid heuristic approach for solving the generalized traveling salesman problem. 481-488 - Rubén Ruiz-Torrubiano, Alberto Suárez:
The TransRAR crossover operator for genetic algorithms with set encoding. 489-496 - Ahmed Kafafy, Ahmed Bounekkar, Stéphane Bonnevay:
A hybrid evolutionary metaheuristics (HEMH) applied on 0/1 multiobjective knapsack problems. 497-504 - Shaheen Fatima, Ahmed Kattan:
Evolving optimal agendas for package deal negotiation. 505-512 - Malika Mehdi, Jean-Claude Charr, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry:
A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. 513-520 - Reza Abbasian, Malek Mouhoub:
An efficient hierarchical parallel genetic algorithm for graph coloring problem. 521-528 - L. Darrell Whitley, Gabriela Ochoa:
Partial neighborhoods of the traveling salesman problem. 529-536 - Nasser Tairan, Qingfu Zhang:
P-GLS-II: an enhanced version of the population-based guided local search. 537-544 - A. Kai Qin, Florence Forbes:
Harmony search with differential mutation based pitch adjustment. 545-552 - Shu Liu, Hitoshi Iba:
Imitation tendencies of local search schemes in baldwinian evolution. 553-560 - Aldeida Aleti, Irene Moser:
Predictive parameter control. 561-568
Estimation of distribution algorithms track papers
- Jui-Ting Lee, Kai-Chun Fan, Tian-Li Yu:
The essence of real-valued characteristic function for pairwise relation in linkage learning for EDAs. 569-576 - Petr Posík, Stanislav Vanícek:
Parameter-less local optimizer with linkage identification for deterministic order-k decomposable problems. 577-584 - Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce:
Dependence trees with copula selection for continuous estimation of distribution algorithms. 585-592 - Roberto Santana, Hossein Karshenas, Concha Bielza, Pedro Larrañaga:
Regularized k-order markov models in EDAs. 593-600 - Xianneng Li, Shingo Mabu, Kotaro Hirasawa:
Use of infeasible individuals in probabilistic model building genetic network programming. 601-608 - Josu Ceberio, Alexander Mendiburu, José Antonio Lozano:
A preliminary study on EDAs for permutation problems based on marginal-based models. 609-616 - Dirk Thierens, Peter A. N. Bosman:
Optimal mixing evolutionary algorithms. 617-624 - Mark Hauschild, Martin Pelikan:
Advanced neighborhoods and problem difficulty measures. 625-632 - David Iclanzan:
Hierarchical allelic pairwise independent functions. 633-640
Evolutionary multiobjective optimization track papers
- Tamara Ulrich, Lothar Thiele:
Maximizing population diversity in single-objective optimization. 641-648 - Hisao Ishibuchi, Naoya Akedo, Yusuke Nojima:
A many-objective test problem for visually examining diversity maintenance behavior in a decision space. 649-656 - Kiyoharu Tagawa, Hidehito Shimizu, Hiroyuki Nakamura:
Indicator-based differential evolution using exclusive hypervolume approximation and parallelization for multi-core processors. 657-664 - Jing-Hui Zhong, Jun Zhang:
Adaptive multi-objective differential evolution with stochastic coding strategy. 665-672 - James Montgomery, Marcus Randall, Andrew Lewis:
Differential evolution for RFID antenna design: a comparison with ant colony optimisation. 673-680 - Kazi Shah Nawaz Ripon, Kashif Nizam Khan, Kyrre Glette, Mats Høvin, Jim Tørresen:
Using pareto-optimality for solving multi-objective unequal area facility layout problem. 681-688 - Edmondo A. Minisci, Massimiliano Vasile:
Robust design of a re-entry unmanned space vehicle by multi-fidelity evolution control. 689-696 - Irina Harris, Christine L. Mumford, Mohamed M. Naim:
An evolutionary bi-objective approach to the capacitated facility location problem with cost and CO2 emissions. 697-704 - Christiane Regina Soares Brasil, Alexandre Cláudio Botazzo Delbem, Daniel Rodrigo Ferraz Bonetti:
Investigating relevant aspects of MOEAs for protein structures prediction. 705-712 - Harold Soh, Yiannis Demiris:
Evolving policies for multi-reward partially observable markov decision processes (MR-POMDPs). 713-720 - Maoguo Gong, Fang Liu, Wei Zhang, Licheng Jiao, Qingfu Zhang:
Interactive MOEA/D for multi-objective decision making. 721-728 - Jing Sun, Dunwei Gong, Xiaoyan Sun:
Solving interval multi-objective optimization problems using evolutionary algorithms with preference polyhedron. 729-736 - Tea Tusar, Bogdan Filipic:
Visualizing 4D approximation sets of multiobjective optimizers with prosections. 737-744 - Karl Bringmann, Tobias Friedrich:
Convergence of hypervolume-based archiving algorithms I: effectiveness. 745-752 - Hiroyuki Sato, Hernán E. Aguirre, Kiyoshi Tanaka:
Improved S-CDAs using crossover controlling the number of crossed genes for many-objective optimization. 753-760 - Evan James Hughes:
Many-objective directed evolutionary line search. 761-768 - Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens:
Set-based multiobjective fitness landscapes: a preliminary study. 769-776 - Irene Moser, James Montgomery:
Population-ACO for the automotive deployment problem. 777-784 - Juan Arturo Herrera Ortiz, Katya Rodríguez-Vázquez, Itza T. Q. Curiel Cabral, Sonia Di Giannatale Menegalli:
A RankMOEA to approximate the pareto front of a dynamic principal-agent model. 785-792 - Taejin Park, Kwang Ryel Ryu:
Accumulative sampling for noisy evolutionary multi-objective optimization. 793-800 - Olivier Teytaud:
Comparison-based complexity of multiobjective optimization. 801-806 - Matthias W. Blesken, Anouar Chebil, Ulrich Rückert, Xavier Esquivel, Oliver Schütze:
Integrated circuit optimization by means of evolutionary multi-objective optimization. 807-812
Evolution strategies and evolutionary programming track papers
- Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov:
Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere. 813-820 - Simon Wessing, Mike Preuss, Günter Rudolph:
When parameter tuning actually is parameter control. 821-828 - Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph:
Exploratory landscape analysis. 829-836 - Mike Preuss, Catalin Stoean, Ruxandra Stoean:
Niching foundations: basin identification on fixed-property generated landscapes. 837-844 - Tom Schaul, Tobias Glasmachers, Jürgen Schmidhuber:
High dimensions and heavy tails for natural evolution strategies. 845-852 - Dirk V. Arnold:
Analysis of a repair mechanism for the (1, λ)-ES applied to a simple constrained problem. 853-860 - Anne Auger, Dimo Brockhoff, Nikolaus Hansen:
Mirrored sampling in evolution strategies with weighted recombination. 861-868 - Zyed Bouzarkouna, Anne Auger, Didier Yu Ding:
Local-meta-model CMA-ES for partially separable functions. 869-876 - Johannes W. Kruisselbrink, Edgar Reehuis, André H. Deutz, Thomas Bäck, Michael Emmerich:
Using the uncertainty handling CMA-ES for finding robust optima. 877-884 - Ilya Loshchilov, Marc Schoenauer, Michèle Sebag:
Adaptive coordinate descent. 885-892
Genetic algorithms track papers
- Johannes W. Kruisselbrink, Rui Li, Edgar Reehuis, Jeroen Eggermont, Thomas Bäck:
On the log-normal self-adaptation of the mutation rate in binary search spaces. 893-900 - Farhad Nadi, Ahamad Tajudin Abdul Khader:
A parameter-less genetic algorithm with customized crossover and mutation operators. 901-908 - Maury M. Gouvea Jr., Aluízio F. R. Araújo:
Adaptive evolutionary algorithm based on population dynamics for dynamic environments. 909-916 - Fernando G. Lobo:
Idealized dynamic population sizing for uniformly scaled problems. 917-924 - Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico Gadelha Guimarães, Renato Cardoso Mesquita:
A multiobjective genetic algorithm for automatic orthogonal graph drawing. 925-932 - Lino A. Costa, Isabel A. Espírito-Santo, Pedro Oliveira:
Stochastic algorithms assessment using performance profiles. 933-940 - Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez Espinoza de los Monteros:
Locating seismic-sense stations through genetic algorithm: genetic algorithms. 941-948 - Francisco Vasconcelos, Carlos Henggeler Antunes, João Pedro Barreto:
Adaptive and hybrid genetic approaches for estimating the camera motion from image point correspondences. 949-956