Jens Gottlieb / Günther R. Raidl (Eds.)

Evolutionary Computation in Combinatorial Optimization

4th European Conference, EvoCOP 2004, Coimbra, Portugal, April 5-7, 2004, Proceedings
Herausgegeben:Gottlieb, Jens; Raidl, Günther R.

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings for the 4th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2004, held in Coimbra, Portugal, in April together with EuroGP 2004 and six workshops on evolutionary computing.

The 23 revised full papers presented were carefully reviewed and selected from 86 submissions. Among the topics addressed are evolutionary algorithms as well as metaheuristics like memetic algorithms, ant colony optimization, and scatter search; the papers are dealing with representations, operators, search spaces, adaptation, comparison of algorithms, hybridization of different methods, and theory. Among the combinatorial optimization problems studied are graph coloring, network design, cutting, packing, scheduling, timetabling, traveling salesman, vehicle routing, and various other real-world applications.

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Evolutionary Computation (EC) involves the study of problem solving and op- mization techniques inspired by principles of natural evolution and genetics. EC has been able to draw the attention of an increasing number of researchers and practitioners in several ?elds. Evolutionary algorithms have in particular been showntobee?ectivefordi?cultcombinatorialoptimizationproblemsappearing in various industrial, economic, and scienti?c domains. This volume contains the proceedings of EvoCOP 2004, the 4th European ConferenceonEvolutionaryComputationinCombinatorialOptimization.Itwas held in Coimbra, Portugal, on April 5 7, 2004, jointly with EuroGP 2004, the 7th European Conference on Genetic Programming, and EvoWorkshops 2004, which consisted of the following six individual workshops: EvoBIO, the 2nd - ropean Workshop on Evolutionary Bioinformatics; EvoCOMNET, the 1st - ropean Workshop on Evolutionary Computation in Communications, Networks, and Connected Systems; EvoHOT, the 1st European Workshop on Hardware Optimisation; EvoIASP, the 6th European Workshop on Evolutionary Com- tation in Image Analysis and Signal Processing; EvoMUSART, the 2nd Eu- pean Workshop on Evolutionary Music and Art; and EvoSTOC, the 1st Eu- pean Workshop on Evolutionary Algorithms in Stochastic and Dynamic En- ronments.

Produktdetails

• Lecture Notes in Computer Science 3004
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-540-21367-3
• 2004
• Seitenzahl: 256
• Erscheinungstermin: 26. März 2004
• Englisch
• Abmessung: 235mm x 155mm x 15mm
• Gewicht: 400g
• ISBN-13: 9783540213673
• ISBN-10: 3540213678
• Artikelnr.: 14756153

Autorenporträt

Jens Gottlieb, SAP AG, Walldorf, Germany / Günther R. Raidl, Technical University, Vienna, Austria

Inhaltsangabe

EvoCOP Contributions.- Mutation Multiplicity in a Panmictic Two-Strategy Genetic Algorithm.- Solving the Vehicle Routing Problem by Using Cellular Genetic Algorithms.- Landscape Regularity and Random Walks for the Job-Shop Scheduling Problem.- A Comparison of Adaptive Operator Scheduling Methods on the Traveling Salesman Problem.- AntPacking - An Ant Colony Optimization Approach for the One-Dimensional Bin Packing Problem.- Scatter Search and Memetic Approaches to the Error Correcting Code Problem.- A Hybrid Evolutionary Algorithm for Solving the Register Allocation Problem.- Parallel Ant Systems for the Capacitated Vehicle Routing Problem.- A Hierarchical Social Metaheuristic for the Max-Cut Problem.- On the Structure of Sequential Search: Beyond "No Free Lunch".- Dealing with Solution Diversity in an EA for Multiple Objective Decision Support - A Case Study.- A Study into Ant Colony Optimisation, Evolutionary Computation and Constraint Programming on Binary Constraint Satisfaction Problems.- Binary Merge Model Representation of the Graph Colouring Problem.- Hardness Prediction for the University Course Timetabling Problem.- Hybrid Estimation of Distribution Algorithm for Multiobjective Knapsack Problem.- On the Use of Path Relinking for the ? - Hub Median Problem.- Solving a Real-World Glass Cutting Problem.- Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic.- Improving Vehicle Routing Using a Customer Waiting Time Colony.- New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms.- Improving Edge Recombination through Alternate Inheritance and Greedy Manner.- Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm.- On Search Space Symmetry inPartitioning Problems.