A comparison of the robustness of evolutionary computation and random walks.
Justin SchonfeldDaniel A. AshlockPublished in: IEEE Congress on Evolutionary Computation (2004)
Keyphrases
- evolutionary computation
- random walk
- evolutionary algorithm
- computational intelligence
- genetic programming
- machine learning and data mining
- genetic algorithm
- fuzzy systems
- fitness function
- transition probabilities
- fuzzy logic
- evolutionary design
- directed graph
- optimisation problems
- nature inspired algorithms
- evolutionary learning
- swarm intelligence
- gene expression programming
- cooperative coevolution
- stationary distribution
- markov chain
- markov random walk
- artificial intelligence
- transition probability matrix
- evolvable hardware
- fitness landscape
- continuous domains
- neural network
- evolutionary approaches
- optimization problems
- web graph
- spectral methods
- estimation of distribution algorithms
- search space
- knowledge base
- data mining