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Peter Norvig on Fitness Landscape - Dictionary of Arguments

Norvig I 155
Fitness landscape/Norvig/Russell: Work by Sewall Wright (1931)(1) on the concept of a fitness landscape was an important precursor to the development of genetic algorithms. >Optimization, >Genetic algorithms, >Local minima, >Search algorithms.
In the 1950s, several statisticians, including Box (1957)(2) and Friedman (1959)(3), used evolutionary techniques for optimization problems, but it wasn’t until Rechenberg (1965)(4) introduced evolution strategies to solve optimization problems for airfoils that the approach gained popularity.



1. Wright, S. (1931). Evolution in Mendelian populations. Genetics, 16, 97–159.
2. Box, G. E. P. (1957). Evolutionary operation: A method of increasing industrial productivity. Applied
Statistics, 6, 81–101.
3. Friedman, G. J. (1959). Digital simulation of an evolutionary process. General Systems Yearbook, 4,
171–184.
4. Rechenberg, I. (1965). Cybernetic solution path of an experimental problem. Library translation 1122, Royal Aircraft Establishment


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Norvig I
Peter Norvig
Stuart J. Russell
Artificial Intelligence: A Modern Approach Upper Saddle River, NJ 2010


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