A Statistical Mechanical Formulation of the Dynamics of Genetic Algorithms.
Jonathan ShapiroAdam Prügel-BennettMagnus RattrayPublished in: Evolutionary Computing, AISB Workshop (1994)
Keyphrases
- genetic algorithm
- dynamical systems
- statistical analysis
- simulated annealing
- data sets
- probabilistic formulation
- fuzzy logic
- data driven
- particle swarm optimization
- fitness function
- evolutionary computation
- statistical models
- machine learning
- neural network
- ant colony optimization
- tabu search
- genetic programming
- evolutionary algorithm
- differential evolution
- statistical methods
- dynamic model
- statistical tests
- mutation operator
- optimization procedure
- statistical inference
- mechanical design