Evolutionary Computing

AISB Workshop, Sheffield, U.K., April 3 - 4, 1995. Selected Papers

By: Terence C. Fogarty (Editor)

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Paperback | 11 October 1995

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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.

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Non-Fiction Computing & I.T.Computer Science Mathematical Theory of Computation Science Biology, Life Sciences Mathematics Applied Mathematics Computer Programming & Software Development Algorithms & Data Structures Artificial Intelligence Computer Vision

Some Combinatorial Landscapes on which a Genetic Algorithm Outperforms Other Stochastic Iterative Methods	p. 1
Maximum Entropy Analysis of Genetic Algorithm Operators	p. 14
The Ant Colony Metaphor for Searching Continuous Design Spaces	p. 25
Broadcast Based Fitness Sharing GA for Conflict Resolution Among Autonomous Robots	p. 40
An Adaptive Poly-Parental Recombination Strategy	p. 48
Neighbourhood Seeding to Reduce Problem Modality	p. 62
Specialised Recombinative Operators for Timetabling Problems	p. 75
The Use of Local Search Suggestion Lists for Improving the Solution of Timetable Problems with Evolutionary Algorithms	p. 86
Comparing Genetic Algorithms, Simulated Annealing, and Stochastic Hillclimbing on Timetabling Problems	p. 94
Evolutionary Learning in Computational Ecologies: an Application to Adaptive, Distributed Routing in Communication Networks	p. 103
The Radio Link Frequency Assignment Problem: a Case Study Using Genetic Algorithms	p. 117
Scheduling Planned Maintenance of the National Grid	p. 132
Genetic Operators and Constraint Handling for Pipe Network Optimization	p. 154
A Multi-objective Approach to Constrained Optimisation of Gas Supply Networks: the COMOGA Method	p. 166
Ternary Decision Diagram Optimisation of Reed-Muller Logic Functions using a Genetic Algorithm for Variable and Simplification Rule Ordering	p. 181
An Evolutionary Algorithm for Parametric Array Signal Processing	p. 191
Constraints on Task and Search Complexity in GA + NN Models of Learning and Adaptive Behaviour	p. 200
Load Balancing Application of the Genetic Algorithm in a Nonstationary Environment	p. 224
Exploring some Commercial Applications of Genetic Programming	p. 234
Table of Contents provided by Blackwell. All Rights Reserved.

Evolutionary Computing

AISB Workshop, Sheffield, U.K., April 3 - 4, 1995. Selected Papers

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Paperback

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