Improving performance of genetic algorithms by using novel fitness functions

This thesis introduces Intelligent Fitness Functions and Partial Fitness Functions both of which can improve the performance of a genetic algorithm which is limited to a fixed run time. An Intelligent Fitness Function is defined as a fitness function with a memory. The memory is used to store inform...

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Bibliographic Details
Main Author: Jason Cooper
Format: Default Thesis
Published: 2006
Subjects:
Other information and computing sciences not elsewhere classified
Genetic algorithms
Fitness functions
Efficiency
Intelligent fitness functions
Partial fitness functions
Information and Computing Sciences not elsewhere classified
Online Access:https://hdl.handle.net/2134/2271
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