Evolutionary Multi-Criterion Optimization (eBook, PDF)

Second International Conference, EMO 2003, Faro, Portugal, April 8-11, 2003, Proceedings
Redaktion: Fonseca, Carlos M.; Thiele, Lothar; Deb, Kalyanmoy; Zitzler, Eckart; Fleming, Peter J.

• Format: PDF

Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 820
• Erscheinungstermin: 3. August 2003
• Englisch
• ISBN-13: 9783540369707
• Artikelnr.: 53156710

Autorenporträt

Carlos M. Fonseca, University of the Algave, Faro, Portugal / Peter J. Fleming, University of Sheffield, UK / Eckart Zitzler, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland / Kalyanmoy Deb, Indian Institute of Technology (IIT), Kanpur, India / Lothar Thiele, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland

Inhaltsangabe

Objective Handling and Problem Decomposition.- The Maximin Fitness Function; Multi-objective City and Regional Planning.- Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation.- Is Fitness Inheritance Useful for Real-World Applications?.- Use of a Genetic Heritage for Solving the Assignment Problem with Two Objectives.- Fuzzy Optimality and Evolutionary Multiobjective Optimization.- IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts.- A Population and Interval Constraint Propagation Algorithm.- Multi-objective Binary Search Optimisation.- Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques.- An Adaptive Divide-and-Conquer Methodology for Evolutionary Multi-criterion Optimisation.- Multi-level Multi-objective Genetic Algorithm Using Entropy to Preserve Diversity.- Solving Hierarchical Optimization Problems Using MOEAs.- Multiobjective Meta Level Optimization of a Load Balancing Evolutionary Algorithm.- Algorithm Improvements.- Schemata-Driven Multi-objective Optimization.- A Real-Coded Predator-Prey Genetic Algorithm for Multiobjective Optimization.- Towards a Quick Computation of Well-Spread Pareto-Optimal Solutions.- Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach.- Online Adaptation.- The Micro Genetic Algorithm 2: Towards Online Adaptation in Evolutionary Multiobjective Optimization.- Self-Adaptation for Multi-objective Evolutionary Algorithms.- MOPED: A Multi-objective Parzen-Based Estimation of Distribution Algorithm for Continuous Problems.- Test Problem Construction.- Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem.- Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications.- No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems.- Performance Analysis and Comparison.- A New MOEA for Multi-objective TSP and Its Convergence Property Analysis.- Convergence Time Analysis for the Multi-objective Counting Ones Problem.- Niche Distributions on the Pareto Optimal Front.- Performance Scaling of Multi-objective Evolutionary Algorithms.- Searching under Multi-evolutionary Pressures.- Minimal Sets of Quality Metrics.- A Comparative Study of Selective Breeding Strategies in a Multiobjective Genetic Algorithm.- An Empirical Study on the Effect of Mating Restriction on the Search Ability of EMO Algorithms.- Alternative Methods.- Using Simulated Annealing and Spatial Goal Programming for Solving a Multi Site Land Use Allocation Problem.- Solving Multi-criteria Optimization Problems with Population-Based ACO.- A Two-Phase Local Search for the Biobjective Traveling Salesman Problem.- Implementation.- PISA - A Platform and Programming Language Independent Interface for Search Algorithms.- A New Data Structure for the Nondominance Problem in Multi-objective Optimization.- The Measure of Pareto Optima Applications to Multi-objective Metaheuristics.- Distributed Computing of Pareto-Optimal Solutions with Evolutionary Algorithms.- Applications.- Multiobjective Capacitated Arc Routing Problem.- Multi-objective Rectangular Packing Problem and Its Applications.- Experimental Genetic Operators Analysis for the Multi-objective Permutation Flowshop.- Modification of Local Search Directions for Non-dominated Solutions in Cellular Multiobjective Genetic Algorithms for Pattern Classification Problems.- Effects of Three-Objective Genetic Rule Selection on the Generalization Ability of Fuzzy Rule-Based Systems.- Identificationof Multiple Gene Subsets Using Multi-objective Evolutionary Algorithms.- Non-invasive Atrial Disease Diagnosis Using Decision Rules: A Multi-objective Optimization Approach.- Intensity Modulated Beam Radiation Therapy Dose Optimization with Multiobjective Evolutionary Algorithms.- Multiobjective Evolutionary Algorithms Applied to the Rehabilitation of a Water Distribution System: A Comparative Study.- Optimal Design of Water Distribution System by Multiobjective Evolutionary Methods.- Evolutionary Multiobjective Optimization in Watershed Water Quality Management.- Different Multi-objective Evolutionary Programming Approaches for Detecting Computer Network Attacks.- Safety Systems Optimum Design by Multicriteria Evolutionary Algorithms.- Applications of a Multi-objective Genetic Algorithm to Engineering Design Problems.- A Real-World Test Problem for EMO Algorithms.- Genetic Methods in Multi-objective Optimization of Structures with an Equality Constraint on Volume.- Multi-criteria Airfoil Design with Evolution Strategies.- Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map.