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

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

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 t...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Zitzler, Eckart (Editor, http://id.loc.gov/vocabulary/relators/edt), Deb, Kalyanmoy (Editor, http://id.loc.gov/vocabulary/relators/edt), Thiele, Lothar (Editor, http://id.loc.gov/vocabulary/relators/edt), Coello Coello, Carlos (Editor, http://id.loc.gov/vocabulary/relators/edt), Corne, David (Editor, http://id.loc.gov/vocabulary/relators/edt)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.
Edition:1st ed. 2001.
Series:Lecture Notes in Computer Science, 1993
Subjects:
Mathematical optimization.
Software engineering.
Computers.
Algorithms.
Computer science-Mathematics.
Artificial intelligence.
Optimization.
Software Engineering/Programming and Operating Systems.
Theory of Computation.
Algorithm Analysis and Problem Complexity.
Discrete Mathematics in Computer Science.
Artificial Intelligence.
Online Access:Full Text via HEAL-Link
Table of Contents:
  • Tutorials
  • Some Methods for Nonlinear Multi-objective Optimization
  • A Short Tutorial on Evolutionary Multiobjective Optimization
  • Invited Talks
  • An Overview in Graphs of Multiple Objective Programming
  • Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments
  • Algorithm Improvements
  • Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence
  • Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms
  • Adapting Weighted Aggregation for Multiobjective Evolution Strategies
  • Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons
  • A Micro-Genetic Algorithm for Multiobjective Optimization
  • Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions
  • Multi-objective Optimisation Based on Relation Favour
  • Performance Assessment and Comparison
  • Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy
  • On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization
  • Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control
  • Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function
  • A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II
  • Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment
  • Constraint Handling and Problem Decomposition
  • An Infeasibility Objective for Use in Constrained Pareto Optimization
  • Reducing Local Optima in Single-Objective Problems by Multi-objectivization
  • Constrained Test Problems for Multi-objective Evolutionary Optimization
  • Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization
  • Uncertainty and Noise
  • Pareto-Front Exploration with Uncertain Objectives
  • Evolutionary Multi-objective Ranking with Uncertainty and Noise
  • Hybrid and Alternative Methods
  • Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization
  • Bi-Criterion Optimization with Multi Colony Ant Algorithms
  • Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment
  • A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design
  • Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design
  • A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop
  • The Supported Solutions Used as a Genetic Information in a Population Heuristic
  • Scheduling
  • Multi-objective Flow-Shop: Preliminary Results
  • Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems
  • Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems
  • Applications
  • A Bi-Criterion Approach for the Airlines Crew Rostering Problem
  • Halftone Image Generation with Improved Multiobjective Genetic Algorithm
  • Microchannel Optimization Using Multiobjective Evolution Strategies
  • Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms
  • Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning
  • Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach
  • Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy
  • Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data
  • Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources
  • Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms
  • Multiobjective Optimization of Mixed Variable Design Problems
  • Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms
  • Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization
  • Multi-objective Evolutionary Design of Fuzzy Autopilot Controller
  • The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems
  • MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning.

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