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CEC 2013: Cancun, Mexico
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013. IEEE 2013, ISBN 978-1-4799-0452-5
- Christian Oesch, Dietmar Maringer
:
Portfolio optimization under market impact costs. 1-7 - António Leitão
, José Carlos Neves, Penousal Machado:
A self-adaptive Mate Choice model for Symbolic Regression. 8-15 - Yuliana Martínez, Enrique Naredo
, Leonardo Trujillo
, Edgar Galván López
:
Searching for novel regression functions. 16-23 - Askhat I. Diveev, Damir Khamadiyarov, Elizaveta Yu. Shmalko
, Elena A. Sofronova:
Intellectual evolution method for synthesis of mobile robot control system. 24-31 - Amanda S. Dufek
, Douglas Adriano Augusto, Pedro Leite da Silva Dias
, Helio José Corrêa Barbosa:
Evaluating the feasibility of grammar-based GP in combining meteorological forecast models. 32-39 - Antonio Bolufé Röhler
, Suilan Estevez-Velarde
, Alejandro Piad-Morffis
, Sheng Chen, James Montgomery
:
Differential evolution with thresheld convergence. 40-47 - Mauricio Olguín-Carbajal
, Enrique Alba
, Javier Arellano-Verdejo
:
Micro-differential evolution with local search for high dimensional problems. 48-54 - Johanna Aalto, Jouni Lampinen:
A mutation adaptation mechanism for Differential Evolution algorithm. 55-62 - Rohan Mukherjee, Shantanab Debchoudhury
, Rupam Kundu, Swagatam Das
, Ponnuthurai N. Suganthan:
Adaptive Differential Evolution with Locality based Crossover for Dynamic Optimization. 63-70 - Ryoji Tanabe, Alex Fukunaga:
Success-history based parameter adaptation for Differential Evolution. 71-78 - Michael G. Epitropakis, Xiaodong Li
, Edmund K. Burke
:
A dynamic archive niching differential evolution algorithm for multimodal optimization. 79-86 - Daniel Molina
, Amilkar Puris
, Rafael Bello
, Francisco Herrera:
Variable mesh optimization for the 2013 CEC Special Session Niching Methods for Multimodal Optimization. 87-94 - Sunith Bandaru
, Kalyanmoy Deb:
A parameterless-niching-assisted bi-objective approach to multimodal optimization. 95-102 - Simon Wessing, Mike Preuss, Günter Rudolph:
Niching by multiobjectivization with neighbor information: Trade-offs and benefits. 103-110 - Corrado Grappiolo, Julian Togelius
, Georgios N. Yannakakis
:
Shifting niches for community structure detection. 111-118 - Rodrigo Edgar Palacios-Leyva, Víctor Ricardo Cruz-Álvarez, Fernando Montes-González, L. Rascon-Perez, José Santos Reyes:
Combination of reinforcement learning with evolution for automatically obtaining robot neural controllers. 119-126 - Micael S. Couceiro
, Rui P. Rocha
, Nuno M. Fonseca Ferreira
, Patrícia A. Vargas
:
Darwinian Robotic Swarms for exploration with minimal communication. 127-134 - Piotr Bigaj, Janusz Kacprzyk
:
A memetic algorithm based procedure for a global path planning of a movement constrained mobile robot. 135-141 - José Santos Reyes:
Evolved center-crossing recurrent synaptic delay based neural networks for biped locomotion control. 142-148 - Ezequiel Di Mario, Zeynab Talebpour, Alcherio Martinoli
:
A comparison of PSO and Reinforcement Learning for multi-robot obstacle avoidance. 149-156 - Carlos R. B. Azevedo, Fernando J. Von Zuben
:
Anticipatory Stochastic Multi-Objective Optimization for uncertainty handling in portfolio selection. 157-164 - Travis Kirke, Lyndon While, Graham Kendall
:
Multi-drop container loading using a multi-objective evolutionary algorithm. 165-172 - Alan Díaz-Manríquez
, Gregorio Toscano Pulido
, Ricardo Landa Becerra
:
A hybrid local search operator for multiobjective optimization. 173-180 - Wang Hu, Gary G. Yen
:
Density estimation for selecting leaders and mantaining archive in MOPSO. 181-188 - Kyle Robert Harrison, Andries P. Engelbrecht
, Beatrice M. Ombuki-Berman:
A scalability study of multi-objective particle swarm optimizers. 189-197 - Paulo Maia
, Isabel Rocha
, Miguel Rocha
:
An integrated framework for strain optimization. 198-205 - Gary B. Fogel, Carla Islas, David Hecht
:
Modeling the evolution of drug resistance in Plasmodium falciparum DHFR. 206-212 - Dominique F. Chu:
Replaying the tape of evolution: Evolving parameters for a simple bacterial metabolism. 213-220 - Carlos A. Brizuela
, J. E. Luna-Taylor, Israel M. Martínez-Pérez, Hugo A. Guillen
, David O. Rodríguez, A. Beltran-Verdugo:
Improving an evolutionary multi-objective algorithm for the biclustering of gene expression data. 221-228 - James Alexander Hughes, Joseph A. Brown
, Sheridan K. Houghten, Daniel A. Ashlock:
Edit metric decoding: Representation strikes back. 229-236 - Pratyusha Rakshit, Amit Konar, Archana Chowdhury, Eunjin Kim, Atulya K. Nagar
:
Muti-objective evolutionary approach of ligand design for protein-ligand docking problem. 237-244 - Ahmad Almakhlafi, Joshua D. Knowles
:
Systematic construction of algorithm portfolios for a Maintenance Scheduling Problem. 245-252 - Peter Jamieson, Farnaz Gharibian, Lesley Shannon:
Supergenes in a genetic algorithm for heterogeneous FPGA placement. 253-260 - E. de O. da Costa, Fábio Fabris, Alexandre Rodrigues Loureiros, Hannu Ahonen, Flávio Miguel Varejão, Rodrigo M. Ferro:
Using GA for the stratified sampling of electricity consumers. 261-268 - Fabrício Olivetti de França, Guilherme Palermo Coelho
:
Identifying overlapping communities in complex networks with multimodal optimization. 269-276 - Venyton N. L. Izidoro, Leandro Nunes de Castro
, Angelo C. Loula
:
A genetic-evolutionary model to simulate population dynamics in the Calangos game. 277-283 - Noor H. Awad, Mostafa Z. Ali
, Rehab M. Duwairi:
Cultural Algorithm with improved local search for optimization problems. 284-291 - Mohammad R. Raeesi N., Ziad Kobti
:
Heterogeneous Multi-Population Cultural Algorithm. 292-299 - Thaer Jayyousi, Robert G. Reynolds:
Using Cultural Algorithms to generate models for archaic urban centers: The Monte Alban example. 300-308 - Mostafa Z. Ali
, Noor H. Awad, Robert G. Reynolds:
Hybrid niche Cultural Algorithm for numerical global optimization. 309-316 - A. C. M. A. Tepedino, Ricardo H. C. Takahashi, Eduardo Gontijo Carrano:
Distance based NSGA-II for earliness and tardiness minimization in Parallel Machine Scheduling. 317-324 - Daniel A. Ashlock, Carolyn Pugh:
Evolutionary cellular automata bonsai. 325-332 - Zhuoran Xu, Mikko Polojärvi, Masahito Yamamoto, Masashi Furukawa:
Attraction basin estimating GA: An adaptive and efficient technique for multimodal optimization. 333-340 - Seamus Hill, Colm O'Riordan:
Analysing the impact of dimensionality on diversity in a multi-layered Genotype-Phenotype mapped genetic algorithm. 341-348 - Giorgos Karafotias, Mark Hoogendoorn, A. E. Eiben:
Why parameter control mechanisms should be benchmarked against random variation. 349-355 - Samir M. Mohamed Elsayed, Ruhul A. Sarker
, Daryl Leslie Essam
:
A genetic algorithm for solving the CEC'2013 competition problems on real-parameter optimization. 356-360 - Filipe V. Nepomuceno, Andries P. Engelbrecht
:
A self-adaptive heterogeneous pso for real-parameter optimization. 361-368 - Ilya Loshchilov:
CMA-ES with restarts for solving CEC 2013 benchmark problems. 369-376 - Janez Brest, Borko Boskovic, Ales Zamuda
, Iztok Fister, Efrén Mezura-Montes
:
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies. 377-383 - Ilpo Poikolainen, Ferrante Neri
:
Differential Evolution with Concurrent Fitness Based Local Search. 384-391 - James Jian Qiao Yu
, Victor O. K. Li, Albert Y. S. Lam:
Optimal V2G scheduling of electric vehicles and Unit Commitment using Chemical Reaction Optimization. 392-399 - Carolina Gil Marcelino
, Elizabeth F. Wanner
, Paulo E. M. de Almeida
:
A novel mathematical modeling approach to the electric dispatch problem: Case study using Differential Evolution algorithms. 400-407 - Mario Graff
, Rafael Peña
, Aurelio Medina:
Wind speed forecasting using genetic programming. 408-415 - Andrea Mambrini, Luca Manzoni
, Alberto Moraglio
:
Theory-laden design of mutation-based Geometric Semantic Genetic Programming for learning classification trees. 416-423 - Benjamin Doerr, Marvin Künnemann:
Royal road functions and the (1 + λ) evolutionary algorithm: Almost no speed-up from larger offspring populations. 424-431 - Benjamin Doerr, Bojana Kodric
, Marco Voigt
:
Lower bounds for the runtime of a global multi-objective evolutionary algorithm. 432-439 - Dumidu Wijayasekara, Milos Manic, Miles McQueen:
Information gain based dimensionality selection for classifying text documents. 440-445 - Seyednaser Nourashrafeddin, Evangelos E. Milios
, Dirk V. Arnold
:
An evolutionary algorithm for Feature Selective Double Clustering of text documents. 446-453 - Ricardo Cerri
, Rodrigo C. Barros
, André Carlos Ponce de Leon Ferreira de Carvalho
, Alex Alves Freitas
:
A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules. 454-461 - Aihong Ren, Yuping Wang:
An interval programming approach for bilevel linear programming problem with fuzzy random coefficients. 462-469 - Jaqueline S. Angelo
, Eduardo Krempser
, Helio José Corrêa Barbosa:
Differential evolution for bilevel programming. 470-477 - Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb:
Multi-objective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics. 478-485 - Luigi Malagò, Matteo Matteucci, Giovanni Pistone:
Natural gradient, fitness modelling and model selection: A unifying perspective. 486-493 - Josu Ceberio
, Alexander Mendiburu, José Antonio Lozano:
The Plackett-Luce ranking model on permutation-based optimization problems. 494-501 - Jean Paulo Martins
, C. Bringel Neto, Marcio K. Crocomo, Karla Vittori, Alexandre C. B. Delbem
:
A comparison of Linkage-learning-based Genetic Algorithms in Multidimensional Knapsack Problems. 502-509 - Sheng Chen, James Montgomery
:
Particle swarm optimization with thresheld convergence. 510-516 - Hui Wang, Zhijian Wu, Xinyu Zhou, Shahryar Rahnamayan:
Accelerating artificial bee colony algorithm by using an external archive. 517-521 - Mohammed El-Abd
:
Local best Artificial Bee Colony algorithm with dynamic sub-populations. 522-528 - Eelco den Heijer, A. E. Eiben:
Maintaining population diversity in evolutionary art using structured populations. 529-536 - Adrian Harrington, Brian J. Ross:
Generative representations for artificial architecture and passive solar performance. 537-545 - Jacek Mandziuk
, Marcin Goss, Aleksandra Wozniczko:
Chopin or not? A memetic approach to music composition. 546-553 - Nadarajen Veerapen
, Youssef Hamadi, Frédéric Saubion:
Using Local Search with adaptive operator selection to solve the Progressive Party Problem. 554-561 - Jun He
, Wei Hou, Hongbin Dong, Feidun He:
Mixed strategy may outperform pure strategy: An initial study. 562-569 - Jacomine Grobler
, Andries P. Engelbrecht
, Graham Kendall
, Venkata S. S. Yadavalli
:
Multi-method algorithms: Investigating the entity-to-algorithm allocation problem. 570-577 - Reslley Gabriel Oliveira Silva, Marcos Wagner de Souza Ribeiro, Laurence Rodrigues do Amaral:
Building high level knowledge from high dimensionality biological dataset (NCI60) using Genetic Algorithms and feature selection strategies. 578-583 - Soha Ahmed, Mengjie Zhang, Lifeng Peng
:
Enhanced feature selection for biomarker discovery in LC-MS data using GP. 584-591 - Alfonso E. Márquez Chamorro
, Federico Divina
, Jaume Bacardit
, Jesús S. Aguilar-Ruiz
:
An efficient decision rule-based system for the protein residue-residue contact prediction. 592-597 - Aniruddha Basak, Jason D. Lohn:
A comparison of evolutionary algorithms on a set of antenna design benchmarks. 598-604 - Alan Blair
:
Learning the Caesar and Vigenere Cipher by hierarchical evolutionary re-combination. 605-612 - Pedro B. Campos, David M. R. Lawson, Simon J. Bale, James Alfred Walker, Martin Trefzer
, Andy M. Tyrrell:
Overcoming faults using evolution on the PAnDA architecture. 613-620 - Richard A. Gonçalves
, Carolina P. de Almeida
, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado:
Improved Cultural Immune Systems to solve the economic load dispatch problems. 621-628 - Andrea Pirisi, Francesco Grimaccia, Marco Mussetta
, Riccardo Enrico Zich, Ron Johnstone, Marimuthu Palaniswami, Sutharshan Rajasegarar
:
Optimization of an energy harvesting buoy for coral reef monitoring. 629-634 - Martin Schlueter, Masaharu Munetomo:
Parallelization strategies for evolutionary algorithms for MINLP. 635-641 - Pavel Krömer
, Jan Platos
, Václav Snásel:
Parallel Differential Evolution in Unified Parallel C. 642-649 - Calin Voichita, Michele Donato, Sorin Draghici
:
A genetic algorithms framework for estimating individual gene contributions in signaling pathways. 650-657 - Koji Shimoyama
, Shinkyu Jeong
, Shigeru Obayashi:
Kriging-surrogate-based optimization considering expected hypervolume improvement in non-constrained many-objective test problems. 658-665 - George H. G. Fonseca, Haroldo G. Santos
:
Memetic Algorithms for the High School Timetabling Problem. 666-672 - William L. Raffe
, Fabio Zambetta
, Xiaodong Li
:
Neuroevolution of content layout in the PCG: Angry bots video game. 673-680 - Qiguo Dai, Maozu Guo, Yang Liu, Xiaoyan Liu, Ling Chen:
MLPA: Detecting overlapping communities by multi-label propagation approach. 681-688 - Antonio González-Pardo
, David Camacho
:
A new CSP graph-based representation for Ant Colony Optimization. 689-696 - Salim Fettaka, Jules Thibault:
Pipeline optimization using a novel hybrid algorithm combining front projection and the non-dominated sorting genetic algorithm-II (FP-NSGA-II). 697-704 - Hamid Ali, Farrukh Aslam Khan
:
Group Counseling Optimization for multi-objective functions. 705-712 - Garrison W. Greenwood, Shubham Chopra:
A modified artificial bee colony algorithm for solving large graph theory problems. 713-717 - Ran Cheng
, Chaoli Sun, Yaochu Jin
:
A multi-swarm evolutionary framework based on a feedback mechanism. 718-724 - Roman Klapaukh
, Will N. Browne
, Mengjie Zhang:
The effect of primitive sets on the expression of evolved images. 725-732 - Wenxiang Chen, Ke Tang:
Impact of problem decomposition on Cooperative Coevolution. 733-740 - Ricardo Landa Becerra, Carlos Artemio Coello Coello
, Gregorio Toscano Pulido
:
Goal-constraint: Incorporating preferences through an evolutionary ε-constraint based method. 741-747 - Rupam Kundu, Rohan Mukherjee, Shantanab Debchoudhury
, Swagatam Das
, Ponnuthurai N. Suganthan, Thanos Vasilakos:
Improved CMA-ES with Memory based Directed Individual Generation for Real Parameter Optimization. 748-755 - George D. Montañez
:
Information transmission through genetic algorithm fitness maps. 756-763 - Yi-Nan Guo
, Yun Liu, Jian Cheng:
Harmonious color optimization design based on adaptive interactive cultural algorithm. 764-771 - Daniela Sánchez
, Patricia Melin
, Oscar Castillo
, Fevrier Valdez
:
Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric. 772-778 - R. Avila-Miranda, Ofelia Begovich, Javier Ruiz-León:
An optimal and intelligent control strategy to ventilate a greenhouse. 779-782 - Masaki Suzuki, Setsuo Tsuruta, Rainer Knauf:
Structural diversity for genetic algorithms and its use for creating individuals. 783-788 - Antonino Feitosa Neto, Anne M. P. Canuto, Teresa Bernarda Ludermir:
Using good and bad diversity measures in the design of ensemble systems: A genetic algorithm approach. 789-796 - Angelo Ferreira Assis, Luiz Filipe Menezes Vieira, Marco Tulio Reis Rodrigues, Gisele Lobo Pappa:
A genetic algorithm for the minimum cost localization problem in wireless sensor networks. 797-804 - Mauro Campos, Renato A. Krohling:
Hierarchical bare bones particle swarm for solving constrained optimization problems. 805-812 - Na Geng, Dunwei Gong, Yong Zhang
:
Robot path planning in an environment with many terrains based on interval multi-objective PSO. 813-820 - Zhongyang Zheng, Ying Tan
:
Group explosion strategy for searching multiple targets using swarm robotic. 821-828 - André Assis Lôbo de Oliveira, Celso Gonçalves Camilo-Junior
, Auri M. R. Vincenzi
:
A coevolutionary algorithm to automatic test case selection and mutant in Mutation Testing. 829-836 - David J. Howden, Sheng Y. Chen:
Social lane-based cognitive model for simulating pedestrian flow in games. 837-843 - Wilfried Segretier, Martine Collard, Manuel Clergue
:
Evolutionary predictive modelling for flash floods. 844-851 - Kiyoharu Tagawa, Kenichi Nakajima:
Island-based differential evolution with panmictic migration for multi-core CPUs. 852-859 - Kamil Krynicki, Javier Jaén Martínez
, Alejandro Catalá
:
A diffusion-based ACO resource discovery framework for dynamic p2p networks. 860-867 - Deepak Sharma
, Prem Soren:
Infeasibility driven approach for bi-objective evolutionary optimization. 868-875 - Kelly J. Gurubel, Edgar N. Sánchez, Salvador Carlos-Hernandez
, Fernando Ornelas-Tellez
:
PSO hybrid intelligent inverse optimal control for an anaerobic process. 876-883 - Shumeet Baluja, Michele Covell:
Point representation for local optimization. 884-891 - Kingshuk Chakravarty, Diptesh Das, Aniruddha Sinha
, Amit Konar:
Feature selection by Differential Evolution algorithm - A case study in personnel identification. 892-899 - Khalid M. Salama, Fernando E. B. Otero:
Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. 900-907 - Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer
:
Leaders and speed constraint multi-objective particle swarm optimization. 908-915 - Rui Wang
, Robin C. Purshouse
, Peter J. Fleming
:
Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors. 916-923 - Adriana Menchaca-Méndez
, Carlos Artemio Coello Coello
:
A new selection mechanism