GECCO A

171 papers

YearTitle / Authors
2012A (1+1)-CMA-ES for constrained optimisation.
Dirk V. Arnold, Nikolaus Hansen
2012A GPU-based implementation of an enhanced GEP algorithm.
Shuai Shao, Xiyang Liu, Mingyuan Zhou, Jiguo Zhan, Xin Liu, Yanli Chu, Hao Chen
2012A cell-based developmental model to generate robot morphologies.
Sylvain Cussat-Blanc, Jordan B. Pollack
2012A comparison of a communication strategies in cooperative learning.
Michael Solomon, Terence Soule, Robert B. Heckendorn
2012A developmental solution to (dynamic) capacitated arc routing problems using genetic programming.
Thomas Weise, Alexandre Devert, Ke Tang
2012A dynamic island model for adaptive operator selection.
Caner Candan, Adrien Goëffon, Frédéric Lardeux, Frédéric Saubion
2012A genetic algorithm for designing neural network ensembles.
Symone G. Soares, Carlos Henggeler Antunes, Rui Araújo
2012A genetic and insertion heuristic algorithm for solving the dynamic ridematching problem with time windows.
Wesam Herbawi, Michael Weber
2012A hybrid heuristic for the k-medoids clustering problem.
Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho
2012A hybrid metaheuristic algorithm for flexible job-shop scheduling problems with transportation constraints.
Qiao Zhang, Hervé Manier, Marie-Ange Manier
2012A hybridization between memetic algorithm and semidefinite relaxation for the max-cut problem.
Bo Song, Victor O. K. Li
2012A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms.
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2012A manifold operator representation for adaptive design.
Jacob Beal, Hala Mostafa, Annan Mozeika, Benjamin Axelrod, Aaron Adler, Gretchen Markiewicz, Kyle Usbeck
2012A memory efficient and continuous-valued compact EDA for large scale problems.
Sergio Rojas Galeano, Nestor Rodriguez
2012A new SAX-GA methodology applied to investment strategies optimization.
António Canelas, Rui Ferreira Neves, Nuno Horta
2012A new methodology for the GP theory toolbox.
Jeffrey K. Bassett, Uday Kamath, Kenneth A. De Jong
2012A new multi-objective evolutionary algorithm based on a performance assessment indicator.
Cynthia A. Rodríguez Villalobos, Carlos A. Coello Coello
2012A parameterized runtime analysis of evolutionary algorithms for MAX-2-SAT.
Andrew M. Sutton, Jareth Day, Frank Neumann
2012A preference-based bi-objective approach to the payment scheduling negotiation problem with the extended r-dominance and NSGA-ii.
Wei-Neng Chen, Jun Zhang, Jinghui Zhong
2012A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm.
Matthew Medland, Fernando E. B. Otero
2012A test problem with adjustable degrees of overlap and conflict among subproblems.
Wei-Ming Chen, Chung-Yu Shao, Po-Chun Hsu, Tian-Li Yu
2012Accelerating evolution via egalitarian social learning.
Wesley Tansey, Eliana Feasley, Risto Miikkulainen
2012Accelerating human-computer collaborative search through learning comparative and predictive user models.
Gregory S. Hornby, Josh C. Bongard
2012Adaptive differential evolution with optimization state estimation.
Wei-Jie Yu, Jun Zhang
2012Adaptive multi-objective genetic algorithm using multi-pareto-ranking.
Wahabou Abdou, Christelle Bloch, Damien Charlet, François Spies
2012Algorithm selection based on exploratory landscape analysis and cost-sensitive learning.
Bernd Bischl, Olaf Mersmann, Heike Trautmann, Mike Preuß
2012An analysis of the effects of composite objectives in multiobjective software module clustering.
Márcio de Oliveira Barros
2012An approach for estimating separability and its application on high dimensional optimization.
Ricardo Landa Becerra, Yazmin Rojas, Gregorio Toscano Pulido
2012An efficient genetic algorithm for subgraph isomorphism.
Jaeun Choi, Yourim Yoon, Byung Ro Moon
2012An empirical approach to the measurement of interchromosomal distances in the genetic algorithm.
Robert Collier, Mark Wineberg
2012An evo-devo approach to architectural design.
Daniel Richards, Nick Dunn, Martyn Amos
2012An evolutionary algorithm with solution archives and bounding extension for the generalized minimum spanning tree problem.
Bin Hu, Günther R. Raidl
2012An evolutionary approach for the dubins' traveling salesman problem with neighborhoods.
Douglas Guimarães Macharet, Armando Alves Neto, Vilar Fiuza da Camara Neto, Mario Fernando Montenegro Campos
2012An exploration-exploitation compromise-based adaptive operator selection for local search.
Nadarajen Veerapen, Jorge Maturana, Frédéric Saubion
2012An improved CUDA-based implementation of differential evolution on GPU.
A. K. Qin, Federico Raimondo, Florence Forbes, Yew-Soon Ong
2012An investigation of local patterns for estimation of distribution genetic programming.
Erik Hemberg, Kalyan Veeramachaneni, James McDermott, Constantin Berzan, Una-May O'Reilly
2012Analysis of a natural gradient algorithm on monotonic convex-quadratic-composite functions.
Youhei Akimoto
2012Ant colony optimization algorithm for lifetime maximization in wireless sensor network with mobile sink.
Jinghui Zhong, Jun Zhang
2012Ants easily solve stochastic shortest path problems.
Benjamin Doerr, Ashish Ranjan Hota, Timo Kötzing
2012Application of evolutionary methods to 3D geoscience modelling.
Bradley Alexander, Stephan Thiel, Jared R. Peacock
2012Asynchronous master/slave moeas and heterogeneous evaluation costs.
Mouadh Yagoubi, Marc Schoenauer
2012Automated mechanism design with co-evolutionary hierarchical genetic programming techniques.
John A. Doucette, Darren Abramson
2012Automatic generation of graph models for complex networks by genetic programming.
Alexander Bailey, Mario Ventresca, Beatrice M. Ombuki-Berman
2012Bee algorithms for solving DNA fragment assembly problem with noisy and noiseless data.
Jesun Sahariar Firoz, M. Sohel Rahman, Tanay Kumar Saha
2012Breast cancer detection using cartesian genetic programming evolved artificial neural networks.
Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud, Julian Francis Miller
2012CGrAnt: a swarm intelligence-based routing protocol for delay tolerant networks.
Ana Cristina B. Kochem Vendramin, Anelise Munaretto, Myriam Regattieri de Biase da Silva Delgado, Aline Carneiro Viana
2012CMA-TWEANN: efficient optimization of neural networks via self-adaptation and seamless augmentation.
Hirotaka Moriguchi, Shinichi Honiden
2012Challenging heuristics: evolving binary constraint satisfaction problems.
Jorge Humberto Moreno-Scott, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Santiago Enrique Conant-Pablos
2012Co-evolution of morphology and control of soft-bodied multicellular animats.
Michal Joachimczak, Borys Wróbel
2012Co-evolutionary predictors for kinematic pose inference from RGBD images.
Daniel Le Ly, Ashutosh Saxena, Hod Lipson
2012Comparing methods for module identification in grammatical evolution.
John Mark Swafford, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2012Complex and diverse morphologies can develop from a minimal genomic model.
Jose D. Fernández, Francisco J. Vico, René Doursat
2012Computational complexity analysis of multi-objective genetic programming.
Frank Neumann
2012Constant time steepest descent local search with lookahead for NK-landscapes and MAX-kSAT.
L. Darrell Whitley, Wenxiang Chen
2012Convergence of hypervolume-based archiving algorithms ii: competitiveness.
Karl Bringmann, Tobias Friedrich
2012Crossover speeds up building-block assembly.
Dirk Sudholt
2012DACCO: a discrete ant colony algorithm to cluster geometry optimization.
Nuno Lourenço, Francisco Baptista Pereira
2012Darwinian rivers: evolving stream topographies to match hyporheic residence time distributions.
Forrest Stonedahl, Susa H. Stonedahl
2012Depictions of genotypic space for evaluating the suitability of different recombination operators.
Robert Collier, Christian Fobel, Gary William Grewal, Mark Wineberg
2012Distance measures for HyperGP with fitness sharing.
Jan Drchal, Miroslav Snorek
2012Distance-based bias in model-directed optimization of additively decomposable problems.
Martin Pelikan, Mark Hauschild
2012Dynamic segregative genetic algorithm for optimizing the variable ordering of ROBDDs.
Cristian Rotaru, Octav Brudaru
2012Effects of discrete objective functions with different granularities on the search behavior of EMO algorithms.
Hisao Ishibuchi, Masakazu Yamane, Yusuke Nojima
2012Efficient algorithms for extracting biological key pathways with global constraints.
Jan Baumbach, Tobias Friedrich, Timo Kötzing, Anton Krohmer, Joachim Müller, Josch Pauling
2012Efficient filters for the simulated evolution of small sorting networks.
Drue Coles
2012Enhancing the virtual loser genetic algorithm for dynamic environments.
Anabela Simões, Ernesto Costa
2012Estimating markov switching model using differential evolution algorithm in prospective infectious disease outbreak detection.
Rui-tian Xu, Jun Zhang
2012Estimating the evolution direction of populations to improve genetic algorithms.
Andrea De Lucia, Massimiliano Di Penta, Rocco Oliveto, Annibale Panichella
2012Evaluation of the performance of evolutionary algorithms for optimization of low-enthalpy geothermal heating plants.
Markus Beck, Michael de Paly, Jozsef Hecht-Méndez, Peter Bayer, Andreas Zell
2012Evolutionary advantage of foresight in markets.
Daniel Hennes, Daan Bloembergen, Michael Kaisers, Karl Tuyls, Simon Parsons
2012Evolutionary algorithm for prioritized pairwise test data generation.
Javier Ferrer, Peter M. Kruse, Francisco Chicano, Enrique Alba
2012Evolutionary algorithms applied to elucidate ionic water cluster structure formation.
Omar Paranaiba Vilela Neto, André Silva Pimentel, Marco Aurélio Cavalcanti Pacheco, Ênio Frota da Silveira
2012Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design.
Leandro L. Minku, Dirk Sudholt, Xin Yao
2012Evolutionary approaches to the generation of optimal error correcting codes.
Daniel E. McCarney, Sheridan K. Houghten, Brian J. Ross
2012Evolutionary feature selection for classification: a plug-in hybrid vehicle adoption application.
Joseph S. Krupa, Somdeb Chatterjee, Ethan Eldridge, Donna M. Rizzo, Margaret J. Eppstein
2012Evolving Bio-PEPA process algebra models using genetic programming.
David Marco, Carron Shankland, David E. Cairns
2012Evolving a conspicuous point detector based on an artificial dorsal stream: SLAM system.
Daniel E. Hernández, Gustavo Olague, Eddie Clemente, León Dozal
2012Evolving axonal delay neural networks for robot control.
Francis Jeanson, Anthony White
2012Evolving distributed resource sharing for cubesat constellations.
Adrian K. Agogino, Chris HolmesParker, Kagan Tumer
2012Evolving flexible joint morphologies.
Jared M. Moore, Philip K. McKinley
2012Evolving large scale UAV communication system.
Adrian K. Agogino, Chris HolmesParker, Kagan Tumer
2012Evolving network motifs based morphogenetic approach for self-organizing robotic swarms.
Yan Meng, Hongliang Guo
2012Evolving the best known approximation to the Q function.
Dao Ngoc Phong, Nguyen Xuan Hoai, Robert Ian (Bob) McKay, Constantin Siriteanu, Nguyen Quang Uy, Namyong Park
2012Exact computation of the expectation curves for uniform crossover.
Francisco Chicano, L. Darrell Whitley, Enrique Alba
2012Experimental evaluation of topological-based fitness functions to detect complexes in PPI networks.
Clara Pizzuti, Simona E. Rombo
2012Exploring and evolving process-oriented control for real and virtual fire fighting robots.
Kathryn Hardey, Eren Corapcioglu, Molly Mattis, Mark H. Goadrich, Matthew C. Jadud
2012Exploring boundaries: optimising individual class boundaries for binary classification problem.
Jeannie Fitzgerald, Conor Ryan
2012Extracting and using building blocks of knowledge in learning classifier systems.
Muhammad Iqbal, Will N. Browne, Mengjie Zhang
2012Filtering sensory information with XCSF: improving learning robustness and control performance.
Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz
2012Fixed budget computations: a different perspective on run time analysis.
Thomas Jansen, Christine Zarges
2012From neighbors to global neighbors in collaborative filtering: an evolutionary optimization approach.
Amine M. Boumaza, Armelle Brun
2012GENOM-POF: multi-objective evolutionary synthesis of analog ICs with corners validation.
Nuno Lourenço, Nuno Horta
2012GP under streaming data constraints: a case for pareto archiving?
Aaron Atwater, Malcolm I. Heywood, Nur Zincir-Heywood
2012Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems.
Eduardo Vellasques, Robert Sabourin, Eric Granger
2012Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012
Terence Soule, Jason H. Moore
2012Genetic programming for edge detection using blocks to extract features.
Wenlong Fu, Mark Johnston, Mengjie Zhang
2012Genetic programming needs better benchmarks.
James McDermott, David Robert White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth A. De Jong, Una-May O'Reilly
2012Guided evolution in XCSF.
Patrick O. Stalph, Martin V. Butz
2012Hierarchical task decomposition through symbiosis in reinforcement learning.
John A. Doucette, Peter Lichodzijewski, Malcolm I. Heywood
2012Higher-order linkage learning in the ECGA.
David Iclanzan
2012How long should we run in dynamic optimization?
Briseida Sarasola, Enrique Alba
2012How to be a successful app developer: lessons from the simulation of an app ecosystem.
Soo Ling Lim, Peter J. Bentley
2012Hybrid metaheuristic particle filters for stochastic volatility estimation.
Robert Elliott Smith, Muhammad Shakir Hussain
2012HyperNEAT-GGP: a hyperNEAT-based atari general game player.
Matthew J. Hausknecht, Piyush Khandelwal, Risto Miikkulainen, Peter Stone
2012Image segmentation using a genetic algorithm and hierarchical local search.
Mark Hauschild, Sanjiv K. Bhatia, Martin Pelikan
2012Impact of neuron models and network structure on evolving modular robot neural network controllers.
Leo Cazenille, Nicolas Bredèche, Heiko Hamann, Jürgen Stradner
2012Improving the performance of vector hyper-heuristics through local search.
José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Santiago Enrique Conant-Pablos, Ender Özcan, Andrew J. Parkes
2012Incremental gaussian model-building in multi-objective EDAs with an application to deformable image registration.
Peter A. N. Bosman, Tanja Alderliesten
2012Influence of selection on structure learning in markov network EDAs: an empirical study.
Alexander E. I. Brownlee, John A. W. McCall, Martin Pelikan
2012Instance-linked attribute tracking and feedback for michigan-style supervised learning classifier systems.
Ryan J. Urbanowicz, Ambrose Granizo-Mackenzie, Jason H. Moore
2012Integrating particle swarm optimization with reinforcement learning in noisy problems.
Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas
2012Introducing the use of model-based evolutionary algorithms for EEG-based motor imagery classification.
Roberto Santana, Laurent Bonnet, Jozef Legény, Anatole Lécuyer
2012Is there a computational advantage to representing evaporation rate in ant colony optimization as a gaussian random variable?
Ashraf M. Abdelbar
2012LAYGEN II: automatic analog ICs layout generator based on a template approach.
Ricardo Martins, Nuno Lourenço, Nuno Horta
2012Learning fuzzy cognitive maps from data by ant colony optimization.
Ye Chen, Lawrence J. Mazlack, Long J. Lu
2012Leveraging indicator-based ensemble selection in evolutionary multiobjective optimization algorithms.
Dung H. Phan, Junichi Suzuki, Isao Hayashi
2012Linkage neighbors, optimal mixing and forced improvements in genetic algorithms.
Peter A. N. Bosman, Dirk Thierens
2012Linkage tree genetic algorithms: variants and analysis.
Brian W. Goldman, Daniel R. Tauritz
2012Local optima networks and the performance of iterated local search.
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2012Local preference-inspired co-evolutionary algorithms.
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2012Locality-based multiobjectivization for the HP model of protein structure prediction.
Mario Garza-Fabre, Gregorio Toscano Pulido, Eduardo Rodriguez-Tello
2012Lorenz equilibrium: equitability in non-cooperative games.
Réka Nagy, Mihai Alexandru Suciu, D. Dumitrescu
2012MT-CGP: mixed type cartesian genetic programming.
Simon Harding, Vincent Graziano, Jürgen Leitner, Jürgen Schmidhuber
2012Meta-optimization for parameter tuning with a flexible computing budget.
Jürgen Branke, Jawad Asem Elomari
2012Metaheuristic approaches to tool selection optimisation.
Alexander W. Churchill, Phil Husbands, Andrew Philippides
2012Morphologies of self-organizing swarms in 3D swarm chemistry.
Hiroki Sayama
2012Multi-container loading with non-convex 3D shapes using a GA/TS hybrid.
Philipp Nebel, Gunther Richter, Karsten Weicker
2012Multi-objective coevolutionary automated software correction.
Josh L. Wilkerson, Daniel R. Tauritz, James M. Bridges
2012Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space.
Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin
2012Multi-objective particle swarm optimisation (PSO) for feature selection.
Bing Xue, Mengjie Zhang, Will N. Browne
2012Mutation strength control by meta-ES on the sharp ridge.
Hans-Georg Beyer, Michael Hellwig
2012Natural evolution strategies converge on sphere functions.
Tom Schaul
2012Off-line building block identification: detecting building blocks directly from fitness without genetic algorithms.
Hsuan Lee, Tian-Li Yu
2012On neighborhood tree search.
Houda Derbel, Bilel Derbel
2012On relationships between semantic diversity, complexity and modularity of programming tasks.
Krzysztof Krawiec
2012On the analysis of the simple genetic algorithm.
Pietro S. Oliveto, Carsten Witt
2012On the cumulative effect of bloat and genetic transposition on the efficiency of incremental evolution of snake-like robot.
Ivan Tanev, Tüze Kuyucu, Katsunori Shimohara
2012On the efficiency of an order-based representation in the clique covering problem.
David Chalupa
2012On the properties of the R2 indicator.
Dimo Brockhoff, Tobias Wagner, Heike Trautmann
2012On the relationship between environmental and morphological complexity in evolved robots.
Joshua Evan Auerbach, Josh C. Bongard
2012Open-ended coevolution and the emergence of complex irreducible functional units in iterated number sequence games.
Benjamin Inden
2012Optimal cyclic replacement policy in MSS maintenance via Binomial-PSO.
Angel Eduardo Muñoz-Zavala, Evelyn Jade Hernández Ramos
2012PSO based on surrogate modeling as meta-search to optimise evolutionary algorithms parameters.
Ahmed Kattan, Muhammad Arif
2012Parameter tuning of evolutionary reactions systems.
Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2012Photogrowth: non-photorealistic renderings through ant paintings.
Penousal Machado, Luís Pereira
2012Post-processing operators for decision lists.
María A. Franco, Natalio Krasnogor, Jaume Bacardit
2012Predetermined versus learned linkage models.
Dirk Thierens, Peter A. N. Bosman
2012ProRank: a method for detecting protein complexes.
Nazar Zaki, Jose Berengueres, Dmitry Efimov
2012Reducing the arity in unbiased black-box complexity.
Benjamin Doerr, Carola Winzen
2012Representations and operators for improving evolutionary software repair.
Claire Le Goues, Westley Weimer, Stephanie Forrest
2012Reverse engineering of GRNs: an evolutionary approach based on the tsallis entropy.
Mariana Recamonde Mendoza, Fabrício Martins Lopes, Ana Lúcia C. Bazzan
2012Run-time analysis of the (1+1) evolutionary algorithm optimizing linear functions over a finite alphabet.
Benjamin Doerr, Sebastian Pohl
2012Runtime analysis of convex evolutionary search.
Alberto Moraglio, Dirk Sudholt
2012SDE: a stochastic coding differential evolution for global optimization.
Jinghui Zhong, Jun Zhang
2012Sample aware embedded feature selection for reinforcement learning.
Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu
2012Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy.
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012Sensitive ants are sensible ants.
Muhammad Rezaul Karim, Conor Ryan
2012Spatial co-evolution: quicker, fitter and less bloated.
Robin Harper
2012Surrogate modeling in the evolutionary optimization of catalytic materials.
Martin Holena, David Linke, Lukás Bajer
2012Symbolic regression of multiple-time-scale dynamical systems.
Theodore W. Cornforth, Hod Lipson
2012Tag-based modularity in tree-based genetic programming.
Lee Spector, Kyle Ira Harrington, Thomas Helmuth
2012The choice of the offspring population size in the (1, λ) EA.
Jonathan E. Rowe, Dirk Sudholt
2012The max problem revisited: the importance of mutation in genetic programming.
Timo Kötzing, Andrew M. Sutton, Frank Neumann, Una-May O'Reilly
2012The unconstrained automated generation of cell image features for medical diagnosis.
Taras Kowaliw, Wolfgang Banzhaf
2012The use of reputation as noise-resistant selection bias in a co-evolutionary multi-agent system.
Nikolaos Chatzinikolaou, David Robertson
2012Towards a population-based framework for improving stochastic local search algorithms.
Ignacio Araya, Leslie Pérez Cáceres, María Cristina Riff
2012Two-cornered learning classifier systems for pattern generation and classification.
Syahaneim Marzukhi, Will N. Browne, Mengjie Zhang
2012Using interactive evolutionary computation (IEC) with validated surrogate fitness functions for redistricting.
Christine Chou, Steven Orla Kimbrough, John Sullivan-Fedock, C. Jason Woodard, Frederic H. Murphy
2012Why six informants is optimal in PSO.
José García-Nieto, Enrique Alba
2012XCS-based versus UCS-based feature pattern classification system.
Toktam Ebadi, Mengjie Zhang, Will N. Browne
2012t(k)-SA: accelerated simulated annealing algorithm for application mapping on networks-on-chip.
Bo Yang, Liang Guang, Tero Säntti, Juha Plosila