Table 1. A classification of search (generate-and-test) algorithms.
Solitary Search | Parallel Search | Parallel Search with Competition (Price) | Parallel Search with Competition and Information Transmission (JMS) |
(Stochastic) hill climbing/Simulated Annealing | Independent hill climbers, e.g. with restart | Competitive Learning | Genetic Natural Selection |
Markov Chain Monte Carlo | Reinforcement Learning | Adaptive Immune System | |
Synaptic Selectionism | Genetic Algorithms | ||
Neural “Darwinism” | Neuronal Replicators |