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GECCO 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 - Brian G. Woolley, Kenneth O. Stanley:

On the deleterious effects of a priori objectives on evolution and representation. 957-964 - Steijn Kistemaker, Shimon Whiteson:

Critical factors in the performance of novelty search. 965-972 - Andrew M. Sutton

, L. Darrell Whitley, Adele E. Howe:
Mutation rates of the (1+1)-EA on pseudo-boolean functions of bounded epistasis. 973-980 - Benjamin Doerr, Johannes Lengler

, Timo Kötzing, Carola Winzen
:
Black-box complexities of combinatorial problems. 981-988 - Timo Kötzing, Dirk Sudholt, Madeleine Theile:

How crossover helps in pseudo-boolean optimization. 989-996 - Tomasz Oliwa, Khaled Rasheed:

A surrogate-assisted linkage inference approach in genetic algorithms. 997-1004 - Martin Pelikan

, Mark Hauschild, Dirk Thierens:
Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm. 1005-1012 - Martin Pelikan

:
Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions. 1013-1020 - Menglin Li, Colm O'Riordan, Seamus Hill:

An analysis of multi-chromosome GAs in deceptive problems. 1021-1028 - Ni Chen, Jun Zhang

:
Index-based genetic algorithm for continuous optimization problems. 1029-1036 - Anabela Simões

, Ernesto Costa
:
Memory-based CHC algorithms for the dynamic traveling salesman problem. 1037-1044 - Steve Dower, Clinton Woodward:

ESDL: a simple description language for population-based evolutionary computation. 1045-1052 - Antonio Della Cioppa

, Angelo Marcelli
, Prisco Napoli:
Speciation in evolutionary algorithms: adaptive species discovery. 1053-1060 - Daniel Cosmin Porumbel, Jin-Kao Hao

, Pascale Kuntz:
Spacing memetic algorithms. 1061-1068 - Lisa M. Guntly, Daniel R. Tauritz

:
Learning individual mating preferences. 1069-1076 - Dongxia Chang, Yao Zhao, Yanhui Xiao:

A robust dynamic niching genetic clustering approach for image segmentation. 1077-1084 - Yuan-Long Li, Jun Zhang

:
A new differential evolution algorithm with dynamic population partition and local restart. 1085-1092 - Wei-jie Yu, Jun Zhang

:
Multi-population differential evolution with adaptive parameter control for global optimization. 1093-1098 - Nasimul Noman

, Danushka Bollegala
, Hitoshi Iba:
Differential evolution with self adaptive local search. 1099-1106 - Spyridon Samothrakis, Simon M. Lucas

:
Approximating n-player behavioural strategy nash equilibria using coevolution. 1107-1114 - Mohammad Nabi Omidvar

, Xiaodong Li
, Xin Yao
:
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms. 1115-1122 - Raymond Chiong

, Michael Kirley:
Iterated n-player games on small-world networks. 1123-1130 - Arthur Carvalho

:
A cooperative coevolutionary genetic algorithm for learning bayesian network structures. 1131-1138 - Rupesh Kumar Srivastava, Kalyanmoy Deb:

An EA-based approach to design optimization using evidence theory. 1139-1146 - Gina M. B. Oliveira, Luiz G. A. Martins

, Enrique Fynn:
Adaptive strategies applied to evolutionary search for 2D DCT cellular automata rules. 1147-1154 - Kusum Deep

, Madhuri Arya, Jagdish Chand Bansal
:
A non-deterministic adaptive inertia weight in PSO. 1155-1162 - Antonio Martí Campoy

, Francisco Rodríguez-Ballester
, Eugenio Tamura Morimitsu
, Rafael Ors:
An algorithm for deciding minimal cache sizes in real-time systems. 1163-1170 - Jiradej Vatanutanon, Nasimul Noman

, Hitoshi Iba:
Polynomial selection scheme with dynamic parameter estimation in cellular genetic algorithm. 1171-1178 - Alan J. Lockett, Risto Miikkulainen:

Real-space evolutionary annealing. 1179-1186 - Yun-Geun Lee, Bob McKay

:
How hard should we run? 1187-1194
Genetics based machine learning track papers
- Kamran Shafi, Axel Bender

, Hussein A. Abbass
:
Fleet estimation for defence logistics using a multi-objective learning classifier system. 1195-1202 - Hadi Sharifi, Amin Nikanjam

, Adel Torkaman Rahmani:
Interaction detection for hybrid decomposable problems. 1203-1210 - Farzaneh Shoeleh, Ali Hamzeh

, Sattar Hashemi
:
Towards final rule set reduction in XCS: a fuzzy representation approach. 1211-1218 - Arcadio Rubio, José Antonio Gámez

:
Flexible learning of k-dependence Bayesian network classifiers. 1219-1226 - Mihaela Elena Breaban, Henri Luchian:

PSO aided k-means clustering: introducing connectivity in k-means. 1227-1234 - Didier Marin, Jérémie Decock, Lionel Rigoux

, Olivier Sigaud:
Learning cost-efficient control policies with XCSF: generalization capabilities and further improvement. 1235-1242 - Martin V. Butz, Patrick O. Stalph:

Modularization of xcsf for multiple output dimensions. 1243-1250 - Tim Kovacs, Narayanan Unny Edakunni

, Gavin Brown:
Accuracy exponentiation in UCS and its effect on voting margins. 1251-1258 - Filipe de Lima Arcanjo, Gisele L. Pappa, Paulo Viana Bicalho, Wagner Meira Jr., Altigran Soares da Silva:

Semi-supervised genetic programming for classification. 1259-1266 - Narayanan Unny Edakunni

, Gavin Brown, Tim Kovacs:
Online, GA based mixture of experts: a probabilistic model of ucs. 1267-1274 - Gerard David Howard, Ella Gale

, Larry Bull, Benjamin de Lacy Costello
, Andrew Adamatzky:
Evolving spiking networks with variable memristors. 1275-1282 - Charalambos Ioannides, Geoff Barrett

, Kerstin Eder
:
XCS cannot learn all boolean functions. 1283-1290 - María A. Franco, Natalio Krasnogor

, Jaume Bacardit
:
Modelling the initialisation stage of the ALKR representation for discrete domains and GABIL encoding. 1291-1298
Genetic programming track papers
- Su Nguyen, Mengjie Zhang, Mark Johnston:

A genetic programming based hyper-heuristic approach for combinatorial optimisation. 1299-1306 - Alberto Moraglio

, Sara Silva
:
Geometric nelder-mead algorithm on the space of genetic programs. 1307-1314 - R. Muhammad Atif Azad

, Conor Ryan
:
Variance based selection to improve test set performance in genetic programming. 1315-1322 - Geng Li, Xiao-Jun Zeng

:
Genetic programming with a norm-referenced fitness function. 1323-1330 - Urvesh Bhowan, Mark Johnston, Mengjie Zhang:

Evolving ensembles in multi-objective genetic programming for classification with unbalanced data. 1331-1338 - Theodoros Theodoridis, Alexandros Agapitos, Huosheng Hu

:
A gaussian groundplan projection area model for evolving probabilistic classifiers. 1339-1346 - Jeannie Fitzgerald

, Conor Ryan
:
Drawing boundaries: using individual evolved class boundaries for binary classification problems. 1347-1354 - Leonardo Trujillo

, Yuliana Martínez, Edgar Galván López
, Pierrick Legrand:
Predicting problem difficulty for genetic programming applied to data classification. 1355-1362 - Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill

:
Examining the landscape of semantic similarity based mutation. 1363-1370 - David Jackson:

Mutation as a diversity enhancing mechanism in genetic programming. 1371-1378 - Krzysztof Krawiec

:
Semantically embedded genetic programming: automated design of abstract program representations. 1379-1386 - Eoin Murphy, Michael O'Neill

, Anthony Brabazon
:
A comparison of GE and TAGE in dynamic environments. 1387-1394 - Sara Silva

:
Reassembling operator equalisation: a secret revealed. 1395-1402 - Shelly Xiaonan Wu, Wolfgang Banzhaf:

Rethinking multilevel selection in genetic programming. 1403-1410 - John Mark Swafford, Erik Hemberg, Michael O'Neill

, Miguel Nicolau, Anthony Brabazon
:
A non-destructive grammar modification approach to modularity in grammatical evolution. 1411-1418 - Lee Spector

, Brian Martin, Kyle Ira Harrington, Thomas Helmuth:
Tag-based modules in genetic programming. 1419-1426 - Thomas Ackling, Bradley Alexander, Ian Grunert:

Evolving patches for software repair. 1427-1434 - Jun Wang

, Ying Tan
:
Morphological image enhancement procedure design by using genetic programming. 1435-1442 - Robin Harper:

Co-evolving robocode tanks. 1443-1450 - Peter A. Whigham, Rasika Withanawasam:

Evolving a robust trader in a cyclic double auction market. 1451-1458 - Kangil Kim, Minhyeok Kim, Bob McKay

:
Structural difficulty in estimation of distribution genetic programming. 1459-1466 - Leonardo Vanneschi

, Mauro Castelli
, Luca Manzoni
:
The K landscapes: a tunably difficult benchmark for genetic programming. 1467-1474
Generative and developmental systems track papers
- Joshua Evan Auerbach, Josh C. Bongard:

Evolving complete robots with CPPN-NEAT: the utility of recurrent connections. 1475-1482 - Phillip Verbancsics, Kenneth O. Stanley:

Constraining connectivity to encourage modularity in HyperNEAT. 1483-1490 - Simon Harding, Julian F. Miller, Wolfgang Banzhaf:

SMCGP2: self modifying cartesian genetic programming in two dimensions. 1491-1498 - Rui L. Lopes

, Ernesto Costa
:
Using feedback in a regulatory network computational device. 1499-1506 - Gunnar Tufte

, Stefano Nichele:
On the correlations between developmental diversity and genomic composition. 1507-1514 - Michael E. Palmer:

Evolved neurogenesis and synaptogenesis for robotic control: the L-brain model. 1515-1522 - Marcin Suchorzewski, Jeff Clune:

A novel generative encoding for evolving modular, regular and scalable networks. 1523-1530 - Paul Tonelli, Jean-Baptiste Mouret

:
On the relationships between synaptic plasticity and generative systems. 1531-1538 - Sebastian Risi

, Kenneth O. Stanley:
Enhancing es-hyperneat to evolve more complex regular neural networks. 1539-1546
Parallel evolutionary systems track papers
- Shigeyoshi Tsutsui, Noriyuki Fujimoto:

ACO with tabu search on a GPU for solving QAPs using move-cost adjusted thread assignment. 1547-1554 - Luca Mussi, Youssef S. G. Nashed

, Stefano Cagnoni
:
GPU-based asynchronous particle swarm optimization. 1555-1562 - Steven Solomon, Parimala Thulasiraman, Ruppa K. Thulasiram:

Collaborative multi-swarm PSO for task matching using graphics processing units. 1563-1570 - Caner Candan, Johann Dréo, Pierre Savéant, Vincent Vidal:

Parallel divide-and-evolve: experiments with OpenMP on a multicore machine. 1571-1578 - Matteo De Felice

, Sandro Meloni
, Stefano Panzieri
:
Effect of topology on diversity of spatially-structured evolutionary algorithms. 1579-1586 - Frank Neumann

, Pietro S. Oliveto
, Günter Rudolph, Dirk Sudholt:
On the effectiveness of crossover for migration in parallel evolutionary algorithms. 1587-1594 - Pavel Krömer

, Václav Snásel, Jan Platos
, Ajith Abraham:
Many-threaded implementation of differential evolution for the CUDA platform. 1595-1602 - Maribel García Arenas

, Juan Julián Merelo Guervós
, Pedro A. Castillo
, Juan Luis Jiménez Laredo
, Gustavo Romero
, Antonio Miguel Mora:
Using free cloud storage services for distributed evolutionary algorithms. 1603-1610 - Carlos Segura

, Eduardo Segredo
, Coromoto León:
Parallel island-based multiobjectivised memetic algorithms for a 2D packing problem. 1611-1618
Real world applications track papers
- Garnett Carl Wilson, Simon Harding, Orland Hoeber

, Rodolphe Devillers
, Wolfgang Banzhaf:
Large network analysis for fisheries management using coevolutionary genetic algorithms. 1619-1626 - Maoguo Gong

, Tian Hou, Bao Fu, Licheng Jiao:
A non-dominated neighbor immune algorithm for community detection in networks. 1627-1634 - Steffen Limmer, Dietmar Fey, Ulrich Lohmann, Jürgen Jahns:

Evolutionary optimization of layouts for high density free space optical network links. 1635-1642 - Zorana Bankovic, David Fraga, Juan Carlos Vallejo, José Manuel Moya

:
Improving reputation systems for wireless sensor networks using genetic algorithms. 1643-1650 - Ricardo Araujo Costa, Adriano L. I. Oliveira

, Sérgio Soares
, Silvio Romero de Lemos Meira:
An evolutionary approach to design dilation-erosion perceptrons for stock market indices forecasting. 1651-1658 - Shingo Mabu, Kotaro Hirasawa:

Enhanced rule extraction and classification mechanism of genetic network programming for stock trading signal generation. 1659-1666 - Garnett Carl Wilson, Derek Leblanc, Wolfgang Banzhaf:

Stock trading using linear genetic programming with multiple time frames. 1667-1674 - Martin Craig Serpell, James E. Smith, Alistair R. Clark, Andrea T. Staggemeier:

Scaling up a hybrid genetic linear programming algorithm for statistical disclosure control. 1675-1682 - Jésica de Armas, Gara Miranda

, Coromoto León:
Hyperheuristic encoding scheme for multi-objective guillotine cutting problems. 1683-1690 - Daniel W. Stouch, Ernest W. Zeidman, Marc D. Richards, Kirk D. McGraw, William J. Callahan:

Coevolving collection plans for UAS constellations. 1691-1698 - Jason Ansel, Maciej Pacula, Saman P. Amarasinghe

, Una-May O'Reilly:
An efficient evolutionary algorithm for solving incrementally structured problems. 1699-1706 - Zizhen Zhang, Hu Qin, Andrew Lim

:
A genetic algorithm for the freight consolidation problem with one-dimensional container loading. 1707-1714 - Andrea Tettamanzi

, Christel Dartigues-Pallez, Célia da Costa Pereira
, Denis Pallez
, Philippe Gourbesville
:
Coastal current prediction using CMA evolution strategies. 1715-1722 - Martin Lukasiewycz, Michael Glaß

, Felix Reimann, Jürgen Teich:
Opt4J: a modular framework for meta-heuristic optimization. 1723-1730 - David Cuesta Gómez, José Luis Risco-Martín

, José Luis Ayala, José Ignacio Hidalgo
:
A combination of evolutionary algorithm and mathematical programming for the 3d thermal-aware floorplanning problem. 1731-1738 - Mitchell K. Colby, Ehsan M. Nasroullahi, Kagan Tumer:

Optimizing ballast design of wave energy converters using evolutionary algorithms. 1739-1746 - Roberto Santana, Santiago Muelas, Antonio LaTorre

, José María Peña Sánchez:
A direct optimization approach to the P300 speller. 1747-1754 - Sean K. R. Lineaweaver, Gregory H. Wakefield:

Psychometric augmentation of an interactive genetic algorithm for optimizing cochlear implant programs. 1755-1762 - Sunith Bandaru

, Kalyanmoy Deb, Vineet R. Khare, Rahul Chougule
:
Quantitative modeling of customer perception from service data using evolutionary optimization. 1763-1770 - Danushka Bollegala

, Nasimul Noman
, Hitoshi Iba:
RankDE: learning a ranking function for information retrieval using differential evolution. 1771-1778 - Thomas Bäck

, Lutz Keßler, Ingo Heinle:
Evolutionary strategies for identification and validation of material model parameters for forming simulations. 1779-1786 - M. Zubair Rafique, Nasser Alrayes, Muhammad Khurram Khan

:
Application of evolutionary algorithms in detecting SMS spam at access layer. 1787-1794 - Muhammad Bilal Junaid, Muddassar Farooq:

Using evolutionary learning classifiers to do MobileSpam (SMS) filtering. 1795-1802 - Martin Simonsen, Christian N. S. Pedersen, Mikael H. Christensen, René Thomsen:

GPU-accelerated high-accuracy molecular docking using guided differential evolution: real world applications. 1803-1810 - Paul K. Harmer, Michael A. Temple, Mark A. Buckner

, Ethan Farquhar:
Using differential evolution to optimize 'learning from signals' and enhance network security. 1811-1818 - J. Manuel Colmenar, José L. Risco-Martín

, David Atienza, José Ignacio Hidalgo
:
Multi-objective optimization of dynamic memory managers using grammatical evolution. 1819-1826 - Antony Waldock, David Corne:

Multiple objective optimisation applied to route planning. 1827-1834 - Hans Jonas Fossum Moen, Harald Hovland:

Spanning the pareto front of a counter radar detection problem. 1835-1842 - Rituparna Datta, Kalyanmoy Deb:

Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical approach. 1843-1850
Search-based software engineering track papers
- Jungsup Oh, Mark Harman

, Shin Yoo:
Transition coverage testing for simulink/stateflow models using messy genetic algorithms. 1851-1858 - Stefan Mairhofer, Robert Feldt, Richard Torkar

:
Search-based software testing and test data generation for a dynamic programming language. 1859-1866 - Wesley Klewerton Guez Assunção

, Thelma Elita Colanzi, Aurora Trinidad Ramirez Pozo
, Silvia Regina Vergilio:
Establishing integration test orders of classes with several coupling measures. 1867-1874 - Thaise Yano, Eliane Martins, Fabiano Luis de Sousa:

A multi-objective evolutionary algorithm to obtain test cases with variable lengths. 1875-1882 - Daniel Rodríguez

, Mercedes Ruiz-Carreira
, José C. Riquelme, Rachel Harrison:
Multiobjective simulation optimisation in software project management. 1883-1890 - Florin-Claudiu Pop, Denis Pallez

, Marcel Cremene, Andrea Tettamanzi
, Mihai Suciu
, Mircea-Florin Vaida:
QoS-based service optimization using differential evolution. 1891-1898 - Soo Ling Lim, Peter J. Bentley

:
Evolving relationships between social networks and stakeholder involvement in software projects. 1899-1906 - Sam Ratcliff, David Robert White, John A. Clark:

Searching for invariants using genetic programming and mutation testing. 1907-1914 - Francisco Chicano

, Francisco Luna
, Antonio J. Nebro
, Enrique Alba
:
Using multi-objective metaheuristics to solve the software project scheduling problem. 1915-1922 - Jan Staunton, John A. Clark:

Finding short counterexamples in promela models using estimation of distribution algorithms. 1923-1930
Self-* search
- Achiya Elyasaf

, Ami Hauptman, Moshe Sipper:
GA-FreeCell: evolving solvers for the game of FreeCell. 1931-1938 - Rodrigo César Pedrosa Silva

, Rodolfo Ayala Lopes, Frederico Gadelha Guimarães
:
Self-adaptive mutation in the differential evolution. 1939-1946 - Jorge Tavares, Francisco Baptista Pereira

:
Towards the development of self-ant systems. 1947-1954 - Bilel Derbel, Sébastien Vérel

:
DAMS: distributed adaptive metaheuristic selection. 1955-1962 - Madalina M. Drugan

, Dirk Thierens:
Generalized adaptive pursuit algorithm for genetic pareto local search algorithms. 1963-1970 - Richard Allmendinger, Joshua D. Knowles

:
Policy learning in resource-constrained optimization. 1971-1978 - Marie-Eléonore Marmion

, Clarisse Dhaenens
, Laetitia Jourdan
, Arnaud Liefooghe
, Sébastien Vérel
:
The road to VEGAS: guiding the search over neutral networks. 1979-1986 - Edmund K. Burke

, Michel Gendreau, Gabriela Ochoa
, James D. Walker:
Adaptive iterated local search for cross-domain optimisation. 1987-1994 - Wolfgang Konen

, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein
, Martina Friese, Boris Naujoks
:
Tuned data mining: a benchmark study on different tuners. 1995-2002 - Kent McClymont, Edward C. Keedwell:

Markov chain hyper-heuristic (MCHH): an online selective hyper-heuristic for multi-objective continuous problems. 2003-2010 - Ender Özcan

, Andrew J. Parkes
:
Policy matrix evolution for generation of heuristics. 2011-2018 - Jérémie Dubois-Lacoste, Manuel López-Ibáñez

, Thomas Stützle
:
Automatic configuration of state-of-the-art multi-objective optimizers using the TP+PLS framework. 2019-2026
Theory track papers
- Francisco Chicano

, Enrique Alba
:
Exact computation of the expectation curves of the bit-flip mutation using landscapes theory. 2027-2034 - Jonathan E. Rowe, Michael D. Vose:

Unbiased black box search algorithms. 2035-2042 - Benjamin Doerr, Timo Kötzing, Carola Winzen

:
Too fast unbiased black-box algorithms. 2043-2050 - Chao Qian, Yang Yu, Zhi-Hua Zhou:

An analysis on recombination in multi-objective evolutionary optimization. 2051-2058 - Sergiu Goschin, Michael L. Littman, David H. Ackley:

The effects of selection on noisy fitness optimization. 2059-2066 - Gautham Anil, R. Paul Wiegand:

Domain specific analysis and modeling of optimal elimination of fitness functions with optimal sampling. 2067-2074 - Per Kristian Lehre

:
Fitness-levels for non-elitist populations. 2075-2082 - Benjamin Doerr, Mahmoud Fouz, Carsten Witt

:
Sharp bounds by probability-generating functions and variable drift. 2083-2090 - Timo Kötzing, Frank Neumann

, Reto Spöhel:
PAC learning and genetic programming. 2091-2096

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