Evolutionary Multi-criterion Optimization: ... International Conference ; Proceedings. Zurich, Switzerland, March 7-9, 2001

Front Cover
This book constitutes the refereed proceedings of the First International Conference on Multi-Criterion Optimization, EMO 2001, held in Zurich, Switzerland in March 2001.
The 45 revised full papers presented were carefully reviewed and selected from a total of 87 submissions. Also included are two tutorial surveys and two invited papers. The book is organized in topical sections on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields.
 

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Contents

Some Methods for Nonlinear Multiobjective Optimization
1
A Short Tutorial on Evolutionary Multiobjective Optimization
21
An Overview in Graphs of Multiple Objective Programming
41
PoorDefinition Uncertainty and Human Factors Satisfying Multiple Objectives in RealWorld DecisionMaking Environments
52
Controlled Elitist Nondominated Sorting Genetic Algorithms for Better Convergence
67
Specification of Genetic Search Directions in Cellular Multiobjective Genetic Algorithms
82
Adapting Weighted Aggregation for Multiobjective Evolution Strategies
96
Performance Studies and Comparisons
111
A Hybrid Multiobjective Evolutionary Approach to Engineering Shape Design
385
Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design
400
Application to the Flow Shop
416
The Supported Solutions Used as a Genetic Information in a Population Heuristic
429
Preliminary Results
443
ParetoOptimal Solutions for Multiobjective Production Scheduling Problems
458
Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems
472
A BiCriterion Approach for the Airlines Crew Rostering Problem
486

A MicroGenetic Algorithm for Multiobjective Optimization
126
Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions
141
Multiobjective Optimisation Based on Relation Favour
154
Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy
167
On The Effects of Archiving Elitism and Density Based Selection in Evolutionary Multiobjective Optimization
181
Selection Mechanisms and Mutation Control
197
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function
213
A Statistical Comparison of MultiobjectiveEvolutionary Algorithms Including theMOMGAII
226
Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem Computational Experiment
241
An Infeasibility Objective for Use in Constrained Pareto Optimization
256
Reducing Local Optima in SingleObjective Problems by Multiobjectivization
269
Constrained Test Problems for Multiobjective Evolutionary Optimization
284
Constraint MethodBased Evolutionary Algorithm CMEA for Multiobjective Optimization
299
ParetoFront Exploration with Uncertain Objectives
314
Evolutionary Multiobjective Ranking with Uncertainty and Noise
329
TabuBased Exploratory Evolutionary Algorithm for Effective Multiobjective Optimization
344
BiCriterion Optimization with Multi Colony Ant Algorithms
359
Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment
373
Halftone Image Generation with Improved Multiobjective Genetic Algorithm
501
Microchannel Optimization Using Multiobjective Evolution Strategies
516
Multiobjective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms
531
Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning
546
A CostEffective Evolutionary Approach
560
Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy
574
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data
588
Determining the ColorEfficiency Pareto Optimal Surface for Filtered Light Sources
603
Multiobjective Design Space Exploration of Road Trains with Evolutionary Algorithms
612
Multiobjective Optimization of Mixed Variable Design Problems
624
Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms
639
Accurate Transparent and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multiobjective Evolutionary Optimi...
653
Multiobjective Evolutionary Design of Fuzzy Autopilot Controller
668
The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems
681
Using Multiobjective Evolutionary Algorithms for Learning
696
Author Index
711
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