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1st EMO 2001: Zurich, Switzerland
- Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, David Corne:
Evolutionary Multi-Criterion Optimization, First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings. Lecture Notes in Computer Science 1993, Springer 2001, ISBN 3-540-41745-1
Tutorials
- Kaisa Miettinen:
Some Methods for Nonlinear Multi-objective Optimization. 1-20 - Carlos A. Coello Coello:
A Short Tutorial on Evolutionary Multiobjective Optimization. 21-40
Invited Talks
- Ralph E. Steuer:
An Overview in Graphs of Multiple Objective Programming. 41-51 - Ian C. Parmee:
Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments. 52-66
Algorithm Improvements
- Kalyanmoy Deb, Tushar Goel:
Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence. 67-81 - Tadahiko Murata, Hisao Ishibuchi, Mitsuo Gen:
Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms. 82-95 - Yaochu Jin, Tatsuya Okabe, Bernhard Sendhoff:
Adapting Weighted Aggregation for Multiobjective Evolution Strategies. 96-110 - Kay Chen Tan, Tong Heng Lee, Eik Fun Khor:
Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons. 111-125 - Carlos A. Coello Coello, Gregorio Toscano Pulido:
A Micro-Genetic Algorithm for Multiobjective Optimization. 126-140 - Andrzej Osyczka, Stanislaw Krenich:
Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions. 141-153 - Nicole Drechsler, Rolf Drechsler, Bernd Becker
:
Multi-objective Optimisation Based on Relation Favour. 154-166
Performance Assessment and Comparison
- Natasa Milickovic, Michael Lahanas, Dimos Baltas, Nikolaos Zamboglou:
Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy. 167-180 - Marco Laumanns
On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization. 181-196 - Thomas Hanne:
Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control. 197-212 - Viviane Grunert da Fonseca, Carlos M. Fonseca
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function. 213-225 - Jesse B. Zydallis, David A. van Veldhuizen, Gary B. Lamont:
A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II. 226-240 - Andrzej Jaszkiewicz
Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment. 241-255
Constraint Handling and Problem Decomposition
- Jonathan A. Wright, Heather Loosemore:
An Infeasibility Objective for Use in Constrained Pareto Optimization. 256-268 - Joshua D. Knowles, Richard A. Watson, David Corne:
Reducing Local Optima in Single-Objective Problems by Multi-objectivization. 269-283 - Kalyanmoy Deb, Amrit Pratap, T. Meyarivan:
Constrained Test Problems for Multi-objective Evolutionary Optimization. 284-298 - S. Ranji Ranjithan, S. Kishan Chetan, Harish K. Dakshina:
Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization. 299-313
Uncertainty and Noise
- Jürgen Teich:
Pareto-Front Exploration with Uncertain Objectives. 314-328 - Evan J. Hughes:
Evolutionary Multi-objective Ranking with Uncertainty and Noise. 329-343
Hybrid and Alternative Methods
- Eik Fun Khor, Kay Chen Tan, Tong Heng Lee:
Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization. 344-358 - Steffen Iredi, Daniel Merkle, Martin Middendorf:
Bi-Criterion Optimization with Multi Colony Ant Algorithms. 359-372 - Jerzy Balicki
Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment. 373-384 - Kalyanmoy Deb, Tushar Goel:
A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design. 385-399 - Habib Youssef, Sadiq M. Sait
Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design. 400-415 - El-Ghazali Talbi, Malek Rahoual, Mohamed Hakim Mabed, Clarisse Dhaenens
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop. 416-428 - Xavier Gandibleux
The Supported Solutions Used as a Genetic Information in a Population Heuristics. 429-442
Scheduling
- Carlos A. Brizuela, Nobuo Sannomiya, Yong Zhao:
Multi-objective Flow-Shop: Preliminary Results. 443-457 - Tapan P. Bagchi:
Parto-Optimal Solutions for Multi-objective Production Scheduling Problems. 458-471 - W. Matthew Carlyle, Bosun Kim, John W. Fowler
Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems. 472-485
Applications
- Walid El Moudani, Carlos Alberto Nunes Cosenza, Marc de Coligny, Félix Mora-Camino:
A Bi-Criterion Approach for the Airlines Crew Rostering Problem. 486-500 - Hernán E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura, Shinjiro Oshita:
Halftone Image Generation with Improved Multiobjective Genetic Algorithm. 501-515 - Ivo F. Sbalzarini, Sibylle D. Müller, Petros Koumoutsakos
Microchannel Optimization Using Multiobjective Evolution Strategies. 516-530 - Andrei Petrovski
Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms. 531-545 - Mark Thompson:
Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning. 546-559 - Paolo Di Barba, Marco Farina, Antonio Savini:
Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach. 560-573 - Michael Lahanas, Natasa Milickovic, Dimos Baltas, Nikolaos Zamboglou:
Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy. 574-587 - Hisao Ishibuchi, Tomoharu Nakashima
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data. 588-602 - Neil H. W. Eklund, Mark J. Embrechts:
Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources. 603-611 - Nando Laumanns, Marco Laumanns
Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms. 612-623 - Johan Andersson, Petter Krus
Multiobjective Optimization of Mixed Variable Design Problems. 624-638 - Daisuke Sasaki, Masashi Morikawa, Shigeru Obayashi, Kazuhiro Nakahashi:
Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms. 639-652 - Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta
Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization. 653-667 - Anna L. Blumel, Evan J. Hughes, Brian A. White:
Multi-objective Evolutionary Design of Fuzzy Autopilot Controller. 668-680 - Mark Erickson, Alex Mayer, Jeffrey Horn:
The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems. 681-695 - Ester Bernadó i Mansilla, Josep Maria Garrell i Guiu:
MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning. 696-710
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