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Evolutionary Computing Terence C. Fogarty

Evolutionary Computing By Terence C. Fogarty

Evolutionary Computing by Terence C. Fogarty

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Summary

The papers in this collection are organized in sections on evolutionary computing theory and techniques, timetabling, routeing and scheduling, optimization, signal processing and control, and genetic programming.

Evolutionary Computing Summary

Evolutionary Computing: AISB Workshop, Sheffield, U.K., April 3 - 4, 1995. Selected Papers by Terence C. Fogarty

This volume is based on the Workshop on Evolutionary Computing held in Sheffield, U.K., in April 1995 under the sponsorship of the Society for the Study of Artificial Intelligence and Simulation of Behavior (AISB).
The 18 full papers presented were selected during a post-workshop refereeing meeting and chosen from 32 submissions for the workshop.
The papers are organized in sections on evolutionary computing theory and techniques, timetabling, routing and scheduling, optimization, signal processing and control, and genetic programming. The collection of papers has a certain bias towards real world applications of evolutionary computing and particularly genetic algorithms.

Table of Contents

Some combinatorial landscapes on which a Genetic Algorithm outperforms other Stochastic iterative methods.- Maximum entropy analysis of genetic algorithm operators.- The ant colony metaphor for searching continuous design spaces.- Broadcast based fitness sharing GA for conflict resolution among autonomous robots.- An adaptive poly-parental recombination strategy.- Neighbourhood seeding to reduce problem modality.- Specialised recombinative operators for timetabling problems.- The use of local search suggestion lists for improving the solution of timetable problems with evolutionary algorithms.- Comparing genetic algorithms, simulated annealing, and stochastic hillclimbing on timetabling problems.- Evolutionary learning in computational ecologies: An application to adaptive distributed routing in communication networks.- The radio link frequency assignment problem: A case study using genetic algorithms.- Scheduling planned maintenance of the national grid.- Genetic operators and constraint handling for pipe network optimization.- A multi-objective approach to constrained optimisation of gas supply networks: The COMOGA method.- Ternary decision diagram optimisation of Reed-Muller logic functions using a genetic algorithm for variable and simplification rule ordering.- An evolutionary algorithm for parametric array signal processing.- Constraints on task and search complexity in GA+NN models of learning and adaptive behaviour.- Load balancing application of the genetic algorithm in a nonstationary environment.- Exploring some commercial applications of genetic programming.

Additional information

GOR012681217
9783540604693
3540604693
Evolutionary Computing: AISB Workshop, Sheffield, U.K., April 3 - 4, 1995. Selected Papers by Terence C. Fogarty
Terence C. Fogarty
Lecture Notes in Computer Science
Used - Very Good
Paperback
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
1995-10-11
272
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Evolutionary Computing