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FOGA
1992
8 years 11 months ago
Generation Gaps Revisited
There has been a lot of recent interest in so-called "steady state" genetic algorithms (GAs) which, among other things, replace only a few individuals (typically 1 or 2)...
Kenneth A. De Jong, Jayshree Sarma
FOGA
1992
8 years 11 months ago
Relative Building-Block Fitness and the Building Block Hypothesis
The building-block hypothesis states that the GA works well when short, low-order, highly-fit schemas recombine to form even more highly fit higher-order schemas. The ability to p...
Stephanie Forrest, Melanie Mitchell
FOGA
1990
8 years 11 months ago
A Hierarchical Approach to Learning the Boolean Multiplexer Function
This paper describes the recently developed genetic programming paradigm which genetically breeds populations of computer programs to solve problems. In genetic programming, the i...
John R. Koza
FOGA
1990
8 years 11 months ago
A Comparative Analysis of Selection Schemes Used in Genetic Algorithms
This paper considers a number of selection schemes commonly used in modern genetic algorithms. Specifically, proportionate reproduction, ranking selection, tournament selection, a...
David E. Goldberg, Kalyanmoy Deb
FOGA
1990
8 years 11 months ago
An Analysis of Multi-Point Crossover
William M. Spears, Kenneth A. De Jong
FOGA
1994
8 years 11 months ago
Predictive Models Using Fitness Distributions of Genetic Operators
An important goal of the theory of genetic algorithms is to build predictive models of how well genetic algorithms are expected to perform, given a representation, a fitness lands...
John J. Grefenstette
FOGA
1994
8 years 11 months ago
Stability of Vertex Fixed Points and Applications
In the Infinite Population Simple Genetic Algorithm, stability of fixed points is considered when mutation is zero. The analysis is based on the spectrum of the differential of th...
Michael D. Vose, Alden H. Wright
FOGA
1994
8 years 11 months ago
The Schema Theorem and Price's Theorem
Holland's Schema Theorem is widely taken to be the foundation for explanations of the power of genetic algorithms (GAs). Yet some dissent has been expressed as to its implica...
Lee Altenberg
FOGA
1996
8 years 11 months ago
A Study of Fixed-Length Subset Recombination
While bit-based, order-based and real-valued genetic algorithms have been wellstudied in the literature, the xed-length subset representation has received relativelylittle attenti...
Kelly D. Crawford, Cory J. Hoelting, Roger L. Wain...
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