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GECCO 2011: Dublin, Ireland - Companion Material
- Natalio Krasnogor, Pier Luca Lanzi:
13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011. ACM 2011, ISBN 978-1-4503-0690-4
Ant colony optimization and swarm intelligence track posters
- Richard D. Coates, Simon J. Hickinbotham:
Estimating swarm parameters by evolutionary learning. 1-2 - Arles Ernesto Rodríguez Portela
, Jonatan Gómez Perdomo:
Mechanism of failure diagnosis based on language games and q-learning over a termites simulator. 3-4 - Tomasz M. Gwizdalla
:
Different versions of particle swarm optimization for magnetic problems. 5-6 - YiJun Chen, Man Leung Wong:
Optimizing stacking ensemble by an ant colony optimization approach. 7-8 - Victor Ciesielski, Perry Barile:
Animations rendered by braitenberg vehicles. 9-10 - Samreen Umer, Adnan Ahmed Khan:
Optimal relay station placement in cooperative networks using particle swarm. 11-12 - Sabrina M. Oliveira, Mohamed Saifullah Hussin, Thomas Stützle
, Andrea Roli
, Marco Dorigo
:
A detailed analysis of the population-based ant colony optimization algorithm for the TSP and the QAP. 13-14 - Ying Lin
, Jun Zhang
:
An ant colony optimization approach for efficient admission scheduling of elective inpatients. 15-16 - Tiago Amador Coelho, Ahmed Ali Abdalla Esmin, Wagner Meira Jr.:
Particle swarm optimization for multi-label classification. 17-18
Artificial life/robotics/evolvable hardware track posters
- Ivan Tanev, Tüze Kuyucu, Katsunori Shimohara:
Incremental genetic programming via genetic transposition. 19-20 - Kohei Nakajima, Tao Li, Naveen Kuppuswamy, Rolf Pfeifer:
Biologically inspired control of a simulated octopus ARM via recurrent neural networks. 21-22 - Daniel J. Couvertier, Philip K. McKinley:
Effects of biased group selection on cooperative predation in digital organisms. 23-24 - Jean-Marc Montanier, Nicolas Bredèche:
Emergence of altruism in open-ended evolution in a population of autonomous agents. 25-26 - A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach:
Embodied artificial evolution: the future of artificial evolutionary systems. 27-28 - Jaimie Murdock, Larry S. Yaeger:
Genetic clustering for the identification of species. 29-30 - Jason Yosinski, Jeff Clune, Diana Hidalgo, Sarah Nguyen, Juan Cristóbal Zagal, Hod Lipson
:
Generating gaits for physical quadruped robots: evolved neural networks vs. local parameterized search. 31-32
Bioinformatics, computational, systems, and synthetic biology track posters
- Theodore W. Cornforth, Jim Tørresen, Hod Lipson
:
Ion channel modeling with analog circuit evolution. 33-34 - Kristopher Hoover, Rachel Marceau, Tyndall Harris, Nicholas E. Hardison, David M. Reif
, Alison A. Motsinger-Reif:
Optimization of grammatical evolution decision trees. 35-36
Digital entertainment technologies and arts track posters
- Denis Pallez
, Andrea Tettamanzi
, Célia da Costa Pereira
:
Comparing paired comparison-based interactive DE and tournament interactive GA on stained glass design. 37-38 - Eduardo Vázquez-Fernández
, Carlos Artemio Coello Coello
, Feliu Davino Sagols Troncoso:
An adaptive evolutionary algorithm based on typical chess problems for tuning a chess evaluation function. 39-40 - Johannes H. Jensen, Pauline C. Haddow:
Evolutionary music composition based on Zipf's law. 41-42 - Jonathan Byrne
, Erik Hemberg, Michael O'Neill
:
Interactive operators for evolutionary architectural design. 43-44
Evolutionary combinatorial optimization and metaheuristics track posters
- Chan Hou Che, Zizhen Zhang, Andrew Lim
:
A memetic algorithm for solving multiperiod vehicle routing problem with profit. 45-46 - Christian Grimme, Markus Kemmerling, Joachim Lepping:
An expertise-guided multi-criteria approach to scheduling problems. 47-48 - Santiago Enrique Conant-Pablos
, Halley Jarumy Ferrer-Soriano, Hugo Terashima-Marín
:
Evolving solutions of mixed-model assembly line balancing problems by chaining heuristic optimization methods: track: evolutionary combinatorial optimization and meta-heuristics. 49-50 - Wolfgang Steitz, Franz Rothlauf
:
Guided local search for the optimal communication spanning tree problem. 51-52 - A. Kai Qin
, Florence Forbes:
Dynamic regional harmony search with opposition and local learning. 53-54 - Yao-Hsin Chou, Chia-Hui Chiu, Yi-Jyuan Yang:
Quantum-inspired tabu search algorithm for solving 0/1 knapsack problems. 55-56 - Luis de-Marcos
, Antonio García-Cabot, Eva García, José-Amelio Medina
, Salvador Otón
:
Comparing the performance of evolutionary algorithms for permutation constraint satisfaction. 57-58 - Saúl Domínguez-Isidro
, Efrén Mezura-Montes
, Luis Guillermo Osorio-Hernández:
Addition chain length minimization with evolutionary programming. 59-60
Estimation of distribution algorithms track posters
- Jen-Hao Chang, Chung-Hsiang Hsueh, Hsuan Lee, Tian-Li Yu, Tsung-Yu Ho:
A test function with full controllability over overlapping: estimation of distribution algorithms. 61-62 - Takayuki Higo:
Importance sampling regularization for estimation of distribution algorithms. 63-64 - David Wallin, Conor Ryan
, R. Muhammad Atif Azad
:
Candidate oversampling prefers two to tango: estimation of distribution algorithms. 65-66 - Warin Wattanapornprom, Prabhas Chongstitvatana:
Solving multimodal combinatorial puzzles with edge-based estimation of distribution algorithm. 67-68 - Ignacio Segovia-Dominguez
, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce:
The gaussian polytree EDA for global optimization. 69-70 - Kai-Chun Fan, Tian-Li Yu, Jui-Ting Lee:
Interaction detection by NFE estimation: a practical view of building blocks. 71-72 - Elham Salehi, Robin Gras
:
Efficient EDA for large opimization problems via constraining the search space of models. 73-74
Evolutionary multiobjective optimization track posters
- Wali Khan Mashwani
:
Integration of NSGA-II and MOEA/D in multimethod search approach: algorithms. 75-76 - Jingxuan Wei, Mengjie Zhang:
Attraction based PSO with sphere search for dynamic constrained multi-objective optimization problems. 77-78 - Martin Pilát
, Roman Neruda
:
LAMM-MMA: multiobjective memetic algorithm with local aggregate meta-model. 79-80 - Bing Wu, Weihua Sun, Yoshihiro Murata, Keiichi Yasumoto
, Minoru Ito:
A stamina-aware sightseeing tour scheduling method. 81-82 - Javier H. López, Laura Lanzarini
, Armando De Giusti:
Evolutionary multiobjective optimization for emergency medical services. 83-84 - Jingjing Ma, Yanhui Wang, Maoguo Gong
, Licheng Jiao, Qingfu Zhang
:
Spatio-temporal data evolutionary clustering based on MOEA/D. 85-86 - Stefano Suardi, Rajkumar Roy
, Jörn Mehnen
, Yoseph Tafesse Azene:
Uncertainty based evolutionary optimisation. 87-88 - Alexander E. I. Brownlee
, Jonathan A. Wright, Monjur M. Mourshed
:
A multi-objective window optimisation problem. 89-90 - Roberto Santana, Hossein Karshenas
, Concha Bielza
, Pedro Larrañaga:
Quantitative genetics in multi-objective optimization algorithms: from useful insights to effective methods. 91-92 - Rupesh Tulshyan, Kalyanmoy Deb, Sunith Bandaru
:
KKT proximity measure for testing convergence in smooth multi-objective optimization. 93-94 - Noura Al Moubayed, Andrei Petrovski
, John A. W. McCall
:
Clustering based leaders' selection in multi-objective evolutionary algorithms. 95-96 - Adam Mostafa Ghandar
, Zbigniew Michalewicz
:
Considerations of the nature of the relationship between generalization and interpretability in evolutionary fuzzy systems. 97-98 - Ke Li
, Sam Kwong
, Kim-Fung Man
:
JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii. 99-100 - Marcos Luiz de Paula Bueno
, Gina Maira Barbosa de Oliveira:
Adaptive shifting of auxiliary strategies over three formulations of multicast routing problem. 101-102 - Wenping Zou, Yunlong Zhu, Hanning Chen, Hai Shen:
A novel multi-objective optimization algorithm based on artificial bee colony. 103-104 - Alexandru-Adrian Tantar, Emilia Tantar
, Pascal Bouvry
:
A classification of dynamic multi-objective optimization problems. 105-106 - David J. Walker
, Richard M. Everson
, Jonathan E. Fieldsend
:
Rank-based dimension reduction for many-criteria populations. 107-108 - Christian Grimme, Joachim Lepping:
Integrating niching into the predator-prey model using epsilon-constraints. 109-110
Evolution strategies and evolutionary programming track posters
- Wenyin Gong, Zhihua Cai:
Adaptive parameter selection for strategy adaptation in differential evolution. 111-112 - José Luis Guerrero, Antonio Berlanga
, José Manuel Molina
:
A robust memetic algorithm with self-stopping capabilities. 113-114 - Alfredo Cuesta-Infante
, José Ignacio Hidalgo
, María Victoria Rivas:
(1+2)-evolution strategy for fitting a straight shuffle of min to a dataset. 115-116 - Amine M. Boumaza:
Designing artificial tetris players with evolution strategies and racing. 117-118 - Thomas Bartz-Beielstein
, Martina Friese
, Martin Zaefferer, Boris Naujoks
, Oliver Flasch, Wolfgang Konen
, Patrick Koch:
Noisy optimization with sequential parameter optimization and optimal computational budget allocation. 119-120
Genetic algorithms track posters
- Maksud Ibrahimov, Arvind Mohais, Sven Schellenberg, Zbigniew Michalewicz
:
Comparison of cooperative, multiobjective cooperative and classical evolutionary algorithms for global supply chain optimisation. 121-122 - Josh L. Wilkerson, Daniel R. Tauritz
:
A guide for fitness function design. 123-124 - Mitsukuni Matayoshi:
A new packing method for two dimensional rectilinear polygons using genetic algorithm. 125-126 - Crown Guan Wang, Degang Wu, Wenjin Chen, Kwok Yip Szeto
:
Importance of information exchange in quasi-parallel genetic algorithms. 127-128 - Lee Spector, Thomas Helmuth, Kyle Ira Harrington:
Fecundity and selectivity in evolutionary computation. 129-130 - Marcelo Beckmann, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken
:
Genetic algorithms as a pre processing strategy for imbalanced datasets. 131-132 - Alberto Moraglio
, Yong-Hyuk Kim, Yourim Yoon:
Geometric surrogate-based optimisation for permutation-based problems. 133-134 - Eddy Parkinson, Adam Ghandar
, Zbigniew Michalewicz
, Andrew Tuson:
Controlling the tradeoff between time and quality by considering the reproductive potential of offspring. 135-136 - Telma Woerle de Lima
, Alexandre Cláudio Botazzo Delbem
, Franz Rothlauf
:
Analysis of properties of recombination operators proposed for the node-depth encoding. 137-138 - Badarch Tserenchimed, Shu Liu, Hitoshi Iba:
A trading method in FX using evolutionary algorithms: extensions based on reverse trend and settlement timing. 139-140 - Min Shi:
Empirical analysis of cooperative coevolution using blind decomposition. 141-142 - Ming Yang, Zhihua Cai, Jing Guan, Wenyin Gong:
Differential evolution with improved population reduction. 143-144 - Evelyne Lutton
, Jean-Daniel Fekete:
Visual analytics of EA data. 145-146 - Timothy Meekhof, Terence Soule:
Noise, fitness distribution, and selection intensity in genetic algorithms. 147-148 - Gene I. Sher:
DXNN: evolving complex organisms in complex environments using a novel tweann system. 149-150 - Sean Luke, Keith Sullivan, Faisal Abidi:
Large scale empirical analysis of cooperative coevolution. 151-152 - António Manuel Rodrigues Manso, Luís Miguel Parreira Correia
:
A multiset genetic algorithm for real coded problems. 153-154 - Brian W. Goldman, Daniel R. Tauritz
:
Meta-evolved empirical evidence of the effectiveness of dynamic parameters. 155-156 - Yu-Min Son, Byung Ro Moon:
Raising mutation rate in the context of hybrid genetic algorithms. 157-158 - Jing-Hui Zhong, Jun Zhang
:
A multi-objective memetic algorithm for relay node placement in wireless sensor network. 159-160 - Mauro Castelli
, Luca Manzoni
, Leonardo Vanneschi
:
The effect of selection from old populations in genetic algorithms. 161-162
Genetics based machine learning track posters
- Juan Peralta Donate, Paulo Cortez
, Araceli Sanchis de Miguel
, Germán Gutiérrez Sánchez
:
Evolving time-lagged feedforward neural networks for time series forecasting. 163-164 - Kaoru Shimada
, Kotaro Hirasawa:
Evolving associative classifier for incomplete database using genetic network programming. 165-166 - Richard Preen
, Larry Bull:
Fuzzy dynamical genetic programming in XCSF. 167-168 - Daniele Loiacono
:
Fast prediction computation in learning classifier systems using CUDA. 169-170 - Rita Castillo-Ortega, Nicolás Marín, Daniel Sánchez, Andrea Tettamanzi
:
A multi-objective memetic algorithm for the linguistic summarization of time series. 171-172 - Claudio De Stefano
, Gianluigi Folino
, Francesco Fontanella
, Alessandra Scotto di Freca
:
Using bayesian networks for selecting classifiers in GP ensembles. 173-174 - Leonardo Trujillo
, Yuliana Martínez, Patricia Melin
:
How many neurons?: a genetic programming answer. 175-176 - Scott Niekum, Lee Spector, Andrew G. Barto:
Evolution of reward functions for reinforcement learning. 177-178 - Fengming Ye, Shingo Mabu, Kotaro Hirasawa:
A memory scheme for genetic network programming with adaptive mutation. 179-180 - Ignas Kukenys, Will N. Browne
, Mengjie Zhang:
Confusion matrices for improving performance of feature pattern classifier systems. 181-182
Genetic programming track posters
- David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill
, Anthony Brabazon
:
Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. 183-184 - Glen Dario Rodriguez Rafael
, Carlos Javier Solano Salinas
:
Empirical study of surrogate models for black box optimizations obtained using symbolic regression via genetic programming. 185-186 - Marc-André Gardner, Christian Gagné
, Marc Parizeau
:
Bloat control in genetic programming with a histogram-based accept-reject method. 187-188 - Carlos Iván Camargo Bareño, Cesar Augusto Pedraza Bonilla, Luis Fernado Niño, José Ignacio Martinez Torre:
Intrinsic evolvable hardware for combinatorial synthesis based on SoC+FPGA and GPU platforms. 189-190 - Michael O'Neill
, Miguel Nicolau, Anthony Brabazon
:
Dynamic environments can speed up evolution with genetic programming. 191-192 - Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino
:
A new approach for generating numerical constants in grammatical evolution. 193-194 - Stephan M. Winkler
, Michael Affenzeller
, Stefan Wagner
:
Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation. 195-196 - Simon Harding, Julian F. Miller, Wolfgang Banzhaf:
SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers. 197-198 - Alexandros Agapitos, Michael O'Neill
, Anthony Brabazon
:
Stateful program representations for evolving technical trading rules. 199-200 - Carlton Downey, Mengjie Zhang:
Caching for parallel linear genetic programming. 201-202 - Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill
, Anthony Brabazon
:
Early stopping criteria to counteract overfitting in genetic programming. 203-204 - William B. Langdon:
Generalisation in genetic programming. 205-206
Generative and developmental systems track posters
- Terence Soule, Robert B. Heckendorn:
Developmental scalable hierarchies for multi-agent swarms. 207-208 - Robin Harper:
Dynamic l-systems in GE. 209-210
Parallel evolutionary systems track posters
- Zhi-hui Zhan, Jun Zhang
:
Co-evolutionary differential evolution with dynamic population size and adaptive migration strategy. 211-212 - Juan Porta, Jorge Parapar
, Guillermo L. Taboada
, Ramon Doallo, Francisco F. Rivera
, Inés Santé, Marcos Suárez, Marcos Boullón
, Rafael Crecente:
A Java-based parallel genetic algorithm for the land use planning problem. 213-214
Real world applications track posters
- Abhinav Malhotra, Varun Aggarwal:
HIER-HEIR: an evolutionary system with hierarchical representation & contextual operators applied to fashion design. 215-216 - Jeong-min Yu, Sang-Goog Lee, Moongu Jeon:
Medical image segmentation by hybridizing ant colony optimization and fuzzy clustering algorithm. 217-218 - Juan Peralta Donate, Paulo Cortez
, Araceli Sanchis de Miguel
, Germán Gutiérrez Sánchez
:
Evolving sparsely connected neural networks for multi-step ahead forecasting. 219-220 - Andy Song
, Feng Xie:
Evolving automatic frame splitters. 221-222 - Adam S. Banzi, Aurora T. R. Pozo
, Elias P. Duarte Jr.:
Bio-inspired event dissemination in dynamic and decentralized networks. 223-224 - Ernesto Sánchez, Giovanni Squillero
, Alberto Paolo Tonda
:
Evolutionary failing-test generation for modern microprocessors. 225-226 - Eva Besada-Portas
, Luis de la Torre
, Alejandro Moreno, José Luis Risco-Martín
:
Performance analysis of multiobjective bio-inspired UAV path planners. 227-228 - Ronald Hochreiter
, Christoph Waldhauser:
Evolved election forecasts: using genetic algorithms in improving election forecast results. 229-230 - Forrest Stonedahl, David Anderson
, William Rand:
When does simulated data match real data? 231-232 - Lydia Boudjeloud, Hanane Azzag:
A cooperative biomimetic approach for high dimensional data mining. 233-234