Article
On the effectiveness of crossover in simulated evolutionary optimization.
Bio Systems - 1 Jan 1994
Fogel D B, Stayton L C
Abstract excerpt
There has been renewed interest in using simulated evolution to address difficult optimization problems. These simulations can be divided into two groups: (1) those that model chromosomes and emphasize genetic operators; and (2) those that model individuals or populations and emphasize the adaptation and diversity of behavior. Recent claims have suggested that genetic models using recombination operators,...
Topics
- Algorithms
- Biological Evolution
- Computer Simulation
- Crossing Over, Genetic
- Genetics, Population
- Models, Genetic
- Mutation
- Nonlinear Dynamics
- Phenotype
- Stochastic Processes