Applications of Evolutionary Computing

EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN Kinsale, Ireland, April 3-4, 2002. Proceedings

By: Stefano Cagnoni (Editor), Jens Gottlieb (Editor), Emma Hart (Editor)

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Paperback | 20 March 2002

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This book constitutes the refereed proceedings of three workshops on the application of evolutionary programming and algorithms in various domains; these workshops were held in conjunction with the 5th European Conference on Genetic Programming, EuroGP 2002, in Kinsale, Ireland, in April 2002.
The 33 revised full papers presented were carefully reviewed and selected by the respective program committees. In accordance with the three workshops EvoCOP, EvoIASP, and EvoSTIM/EvoPLAN, the papers are organized in topical sections on combinatorial optimization problems; image analysis and signal processing; and scheduling, timetabling, and AI planning.

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EvoCOP Talks
Hyperheuristics: A Tool for Rapid Prototyping in Scheduling and Optimisation	p. 1
SavingsAnts for the Vehicle Routing Problem	p. 11
Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods	p. 21
Non-parametric Estimation of Properties of Combinatorial Landscapes	p. 31
Performance of Evolutionary Approaches for Parallel Task Scheduling under Different Representations	p. 41
A Performance Comparison of Alternative Heuristics for the Flow Shop Scheduling Problem	p. 51
Exploiting Fitness Distance Correlation of Set Covering Problems	p. 61
A Population Based Approach for ACO	p. 72
Comparing Classical Methods for Solving Binary Constraint Satisfaction Problems with State of the Art Evolutionary Computation	p. 82
Application of Genetic Algorithms in Nanoscience: Cluster Geometry Optimization	p. 92
A Memetic Algorithm for Vertex-Biconnectivity Augmentation	p. 102
Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem	p. 112
An Experimental Investigation of Iterated Local Search for Coloring Graphs	p. 122
Solving Car Sequencing Problems by Local Optimization	p. 132
Evolution Strategies, Network Random Keys, and the One-Max Tree Problem	p. 143
Evolutionary Computational Approaches to Solving the Multiple Traveling Salesman Problem Using a Neighborhood Attractor Schema	p. 153
Boosting ACO with a Preprocessing Step	p. 163
A Memetic Algorithm Guided by Quicksort for the Error-Correcting Graph Isomorphism Problem	p. 173
EvoIASP Talks
Evolutionary Techniques for Minimizing Test Signals Application Time	p. 183
Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming	p. 190
Using EAs for Error Prediction in Near Infrared Spectroscopy	p. 202
The Prediction of Journey Times on Motorways Using Genetic Programming	p. 210
The Boru Data Crawler for Object Detection Tasks in Machine Vision	p. 222
Surface Profile Reconstruction from Scattered Intensity Data Using Evolutionary Strategies	p. 233
Detection of Incidents on Motorways in Low Flow High Speed Conditions by Genetic Programming	p. 245
Image Filter Design with Evolvable Hardware	p. 255
A Dynamic Fitness Function Applied to Improve the Generalisation when Evolving a Signal Processing Hardware Architecture	p. 267
Efficiently Computable Fitness Functions for Binary Image Evolution	p. 280
Evolutionary Based Autocalibration from the Fundamental Matrix	p. 292
Medical Image Registration Using Parallel Genetic Algorithms	p. 304
EvoSTIM/EvoPLAN Talks
Disruption Management for an Airline - Rescheduling of Aircraft	p. 315
Ant Colony Optimization with the Relative Pheromone Evaluation Method	p. 325
Improving Street Based Routing Using Building Block Mutations	p. 334
Author Index	p. 343
Table of Contents provided by Publisher. All Rights Reserved.

Applications of Evolutionary Computing

EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN Kinsale, Ireland, April 3-4, 2002. Proceedings

At a Glance

Paperback

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