Sciweavers

125
Voted
FOGA
1996
15 years 4 months ago
Real Representations
This paper introduces two new representations for real-parameter spaces--the Dedekind and Isodedekind representations. Point mutation and uniform crossover--in their generalised, ...
Patrick D. Surry, Nicholas J. Radcliffe
183
Voted
FOGA
1998
15 years 4 months ago
Understanding Interactions among Genetic Algorithm Parameters
Genetic algorithms (GAs) are multi-dimensional and stochastic search methods, involving complex interactions among their parameters. For last two decades, researchers have been tr...
Kalyanmoy Deb, Samir Agrawal
115
Voted
FOGA
1998
15 years 4 months ago
Schemata as Building Blocks: Does Size Matter?
We analyze the schema theorem and the building block hypothesis using a recently derived, exact schemata evolution equation. We derive a new schema theorem based on the concept of...
Christopher R. Stephens, Henri Waelbroeck, R. Agui...
FOGA
1998
15 years 4 months ago
Dining with GAs: Operator Lunch Theorems
There has been considerable discussion of the pros/cons of recombination and mutation operators in the context of Holland's schema theory. In this paper we de ne a common fra...
William M. Spears, Kenneth A. De Jong
117
Voted
FOGA
2007
15 years 5 months ago
Neighborhood Graphs and Symmetric Genetic Operators
In the case where the search space has a group structure, classical genetic operators (mutation and two-parent crossover) which respect the group action are completely characterize...
Jonathan E. Rowe, Michael D. Vose, Alden H. Wright
134
Voted
FOGA
2007
15 years 5 months ago
Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations
Geometric crossover is a representation-independent generalization of traditional crossover for binary strings. It is defined using the distance associated to the search space in ...
Alberto Moraglio, Riccardo Poli
82
Voted
FOGA
2007
15 years 5 months ago
Mutative Self-adaptation on the Sharp and Parabolic Ridge
Silja Meyer-Nieberg, Hans-Georg Beyer