Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Creative evolutionary systems
Evolutionary Design by Computers with CDrom
Evolutionary Design by Computers with CDrom
An Introduction to Genetic Algorithms
An Introduction to Genetic Algorithms
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Creative Mind: Myths and Mechanisms
Creative Mind: Myths and Mechanisms
Case-based evolutionary design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems
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Evolutionary algorithms have been used in many ways for design tasks and other creative endeavors. The choice of representation in these evolutionary algorithms influences the way in which the operators used by a given evolutionary algorithm need to be implemented. In this paper, I explore the way in which it also influences the performance of the algorithm, both from the point of view of the reliability and speed of the algorithms as well as from the point of view of the designs generated by them.