Evolutionary Multi-Criterion Optimization: First International Conference, EMO 2001 Zurich, Switzerland, March 7–9, 2001 Proceedings

Some Methods for Nonlinear Multi-objective Optimization....Pages 1-20
A Short Tutorial on Evolutionary Multiobjective Optimization....Pages 21-40
An Overview in Graphs of Multiple Objective Programming....Pages 41-51
Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments....Pages 52-66
Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence....Pages 67-81
Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms....Pages 82-95
Adapting Weighted Aggregation for Multiobjective Evolution Strategies....Pages 96-110
Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons....Pages 111-125
A Micro-Genetic Algorithm for Multiobjective Optimization....Pages 126-140
Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions....Pages 141-153
Multi-objective Optimisation Based on Relation Favour ....Pages 154-166
Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy....Pages 167-180
On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization....Pages 181-196
Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control....Pages 197-212
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function....Pages 213-225
A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II....Pages 226-240
Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment....Pages 241-255
An Infeasibility Objective for Use in Constrained Pareto Optimization....Pages 256-268
Reducing Local Optima in Single-Objective Problems by Multi-objectivization....Pages 269-283
Constrained Test Problems for Multi-objective Evolutionary Optimization....Pages 284-298
Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization....Pages 299-313
Pareto-Front Exploration with Uncertain Objectives....Pages 314-328
Evolutionary Multi-objective Ranking with Uncertainty and Noise....Pages 329-343
Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization....Pages 344-358
Bi-Criterion Optimization with Multi Colony Ant Algorithms....Pages 359-372
Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment....Pages 373-384
A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design....Pages 385-399
Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design....Pages 400-415
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop....Pages 416-428
The Supported Solutions Used as a Genetic Information in a Population Heuristic....Pages 429-442
Multi-objective Flow-Shop: Preliminary Results....Pages 443-457
Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems....Pages 458-471
Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems....Pages 472-485
A Bi-Criterion Approach for the Airlines Crew Rostering Problem....Pages 486-500
Halftone Image Generation with Improved Multiobjective Genetic Algorithm....Pages 501-515
Microchannel Optimization Using Multiobjective Evolution Strategies....Pages 516-530
Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms....Pages 531-545
Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning....Pages 546-559
Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach....Pages 560-573
Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy....Pages 574-587
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data....Pages 588-602
Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources....Pages 603-611
Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms....Pages 612-623
Multiobjective Optimization of Mixed Variable Design Problems....Pages 624-638
Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms....Pages 639-652
Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization....Pages 653-667
Multi-objective Evolutionary Design of Fuzzy Autopilot Controller....Pages 668-680
The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems....Pages 681-695
MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning....Pages 696-710