What are the different low-level operators in Genetic Algorithm?
For my exam, I开发者_运维问答 want to elaborate on different Low-level GA operators. But I found different texts says about different Low-level operators.
Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg lists
- Dominance
- Inversrion
- Intra chromosomal duplication
- Deletion
- Translocation
- Segregation
as low-level
operators.
And lists migration, marriage restriction and segregation as higher level population oriented operators
.
But some other texts like Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications by S. Rajashekaran and G.A. Vijayalksmi includes migration in low-level operators.
What is the difference between this low-level
and high-level
operators.
Goldberg's low-level operators alter how children are formed from the parents, and the high-level operators are modifying how selection chooses the parents. Defining migration as a low-level operator does not make sense under that definition, what other examples/definitions do Rajashekaran and Vijayalksmi give?
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