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3rd EMO 2005: Guanajuato, Mexico
- Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler:
Evolutionary Multi-Criterion Optimization, Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings. Lecture Notes in Computer Science 3410, Springer 2005, ISBN 3-540-24983-4
Invited Talks
- Milan Zeleny:
The Evolution of Optimality: De Novo Programming. 1-13 - Peter J. Fleming, Robin C. Purshouse, Robert J. Lygoe:
Many-Objective Optimization: An Engineering Design Perspective. 14-32
Tutorials
- Xavier Gandibleux
, Matthias Ehrgott:
1984-2004 - 20 Years of Multiobjective Metaheuristics. But What About the Solution of Combinatorial Problems with Multiple Objectives?. 33-46
Algorithm Improvements
- Kalyanmoy Deb, Santosh Tiwari:
Omni-optimizer: A Procedure for Single and Multi-objective Optimization. 47-61 - Michael Emmerich, Nicola Beume, Boris Naujoks
An EMO Algorithm Using the Hypervolume Measure as Selection Criterion. 62-76 - Adam Berry
The Combative Accretion Model - Multiobjective Optimisation Without Explicit Pareto Ranking. 77-91 - Felix Streichert, Holger Ulmer, Andreas Zell:
Parallelization of Multi-objective Evolutionary Algorithms Using Clustering Algorithms. 92-107 - Sanyou Zeng, Shuzhen Yao, Lishan Kang, Yong Liu:
An Efficient Multi-objective Evolutionary Algorithm: OMOEA-II. 108-119 - Matthieu Basseur, Franck Seynhaeve, El-Ghazali Talbi:
Path Relinking in Pareto Multi-objective Genetic Algorithms. 120-134 - Yang Shu Min, Shao Dong Guo, Luo Yang Jie:
Dynamic Archive Evolution Strategy for Multiobjective Optimization. 135-149 - Kalyanmoy Deb, Himanshu Gupta:
Searching for Robust Pareto-Optimal Solutions in Multi-objective Optimization. 150-164 - Eduardo José Solteiro Pires
Multi-objective MaxiMin Sorting Scheme. 165-175 - Joshua D. Knowles, Evan J. Hughes:
Multiobjective Optimization on a Budget of 250 Evaluations. 176-190 - Christian Haubelt, Jürgen Gamenik, Jürgen Teich:
Initial Population Construction for Convergence Improvement of MOEAs. 191-205 - Carlos A. Brizuela, Everardo Gutiérrez:
Multi-objective Go with the Winners Algorithm: A Preliminary Study. 206-220
Incorporation of Preferences
- Daniel E. Salazar Aponte, Néstor Carrasquero, Blas Galván:
Exploiting Comparative Studies Using Criteria: Generating Knowledge from an Analyst's Perspective. 221-234 - Juan Carlos Leyva López
A Multiobjective Evolutionary Algorithm for Deriving Final Ranking from a Fuzzy Outranking Relation. 235-249
Performance Analysis and Comparison
- Carlos M. Fonseca
Exploring the Performance of Stochastic Multiobjective Optimisers with the Second-Order Attainment Function. 250-264 - Hisao Ishibuchi, Kaname Narukawa:
Recombination of Similar Parents in EMO Algorithms. 265-279 - Simon Huband, Luigi Barone, Lyndon While, Philip Hingston:
A Scalable Multi-objective Test Problem Toolkit. 280-295 - Richard O. Day, Gary B. Lamont:
Extended Multi-objective fast messy Genetic Algorithm Solving Deception Problems. 296-310 - Pradyumn Kumar Shukla
Comparing Classical Generating Methods with an Evolutionary Multi-objective Optimization Method. 311-325 - Lyndon While:
A New Analysis of the LebMeasure Algorithm for Calculating Hypervolume. 326-340 - Yusuke Nojima
Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm. 341-354 - Hernán E. Aguirre, Kiyoshi Tanaka:
Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes. 355-369 - Hisao Ishibuchi, Shiori Kaige, Kaname Narukawa:
Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems. 370-385 - Joshua B. Kollat, Patrick M. Reed:
The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA. 386-398
Uncertainty and Noise
- Mario Köppen, Raul Vicente-Garcia, Bertram Nickolay:
Fuzzy-Pareto-Dominance and its Application in Evolutionary Multi-objective Optimization. 399-412 - Philipp Limbourg:
Multi-objective Optimization of Problems with Epistemic Uncertainty. 413-427
Alternative Methods
- Peter A. N. Bosman, Dirk Thierens:
The Naive MIDEA: A Baseline Multi-objective EA. 428-442 - Antonio J. Nebro, Francisco Luna, Enrique Alba:
New Ideas in Applying Scatter Search to Multiobjective Optimization. 443-458 - Julio E. Alvarez-Benitez, Richard M. Everson, Jonathan E. Fieldsend:
A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts. 459-473 - Licheng Jiao, Maoguo Gong, Ronghua Shang, Haifeng Du, Bin Lu:
Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization. 474-489 - Daniel Jaeggi, Geoffrey T. Parks, Timoleon Kipouros, P. John Clarkson
A Multi-objective Tabu Search Algorithm for Constrained Optimisation Problems. 490-504 - Margarita Reyes Sierra, Carlos A. Coello Coello:
Improving PSO-Based Multi-objective Optimization Using Crowding, Mutation and epsilon-Dominance. 505-519 - Tea Robic, Bogdan Filipic:
DEMO: Differential Evolution for Multiobjective Optimization. 520-533
Applications
- Christian Igel:
Multi-objective Model Selection for Support Vector Machines. 534-546 - Julia Handl, Joshua D. Knowles:
Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering. 547-560 - Min Joong Jeong, Takashi Kobayashi, Shinobu Yoshimura:
Extraction of Design Characteristics of Multiobjective Optimization - Its Application to Design of Artificial Satellite Heat Pipe. 561-575 - David Greiner
Gray Coding in Evolutionary Multicriteria Optimization: Application in Frame Structural Optimum Design. 576-591 - Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi:
Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. 592-606 - Christian Spieth, Felix Streichert, Nora Speer, Andreas Zell:
Multi-objective Model Optimization for Inferring Gene Regulatory Networks. 607-620 - Kazuhisa Chiba, Shigeru Obayashi, Kazuhiro Nakahashi, Hiroyuki Morino:
High-Fidelity Multidisciplinary Design Optimization of Wing Shape for Regional Jet Aircraft. 621-635 - Steven Manos, Leon Poladian, Peter J. Bentley, Maryanne Large:
Photonic Device Design Using Multiobjective Evolutionary Algorithms. 636-650 - Jerzy Duda, Andrzej Osyczka:
Multiple Criteria Lot-Sizing in a Foundry Using Evolutionary Algorithms. 651-663 - Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre:
Multiobjective Shape Optimization Using Estimation Distribution Algorithms and Correlated Information. 664-676 - Robert T. F. Ah King, Harry C. S. Rughooputh, Kalyanmoy Deb:
Evolutionary Multi-objective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches. 677-691 - Frank Schlottmann, Andreas Mitschele, Detlef Seese:
A Multi-objective Approach to Integrated Risk Management. 692-706 - Francisco Rivas-Dávalos, Malcolm R. Irving:
An Approach Based on the Strength Pareto Evolutionary Algorithm 2 for Power Distribution System Planning. 707-720 - Hitoshi Iima:
Proposition of Selection Operation in a Genetic Algorithm for a Job Shop Rescheduling Problem. 721-735 - Matteo Nicolini:
A Two-Level Evolutionary Approach to Multi-criterion Optimization of Water Supply Systems. 736-751 - Yaochu Jin, Bernhard Sendhoff, Edgar Körner:
Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations. 752-766 - Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin:
A Multi-objective Memetic Algorithm for Intelligent Feature Extraction. 767-781 - Mark P. Kleeman, Gary B. Lamont:
Solving the Aircraft Engine Maintenance Scheduling Problem Using a Multi-objective Evolutionary Algorithm. 782-796 - Weiqi Li:
Finding Pareto-Optimal Set by Merging Attractors for a Bi-objective Traveling Salesmen Problem. 797-810 - Rajeev Kumar, Pramod Kumar Singh, P. P. Chakrabarti:
Multiobjective EA Approach for Improved Quality of Solutions for Spanning Tree Problem. 811-825 - Beatriz de la Iglesia
Developments on a Multi-objective Metaheuristic (MOMH) Algorithm for Finding Interesting Sets of Classification Rules. 826-840 - Laetitia Jourdan
Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design. 841-855 - Angel Eduardo Muñoz Zavala, Enrique Raúl Villa Diharce, Arturo Hernández Aguirre:
Particle Evolutionary Swarm for Design Reliability Optimization. 856-869 - Carlos E. Mariano-Romero, Víctor Alcocer-Yamanaka, Eduardo F. Morales:
Multiobjective Water Pinch Analysis of the Cuernavaca City Water Distribution Network. 870-884 - Timoleon Kipouros, Daniel Jaeggi, Bill Dawes, Geoffrey T. Parks, Mark Savill
Multi-objective Optimisation of Turbomachinery Blades Using Tabu Search. 897-910
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