Well placement optimization with the covariance matrix adaptation evolution strategy and meta-models

Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)

Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos · Evolutionary Computation · 2003 · 2.6K citations

Computing, Computer Science, Optimization +16

Adaptive probabilities of crossover and mutation in genetic algorithms

Madana Srinivas, L.M. Patnaik · IEEE Transactions on Systems Man and Cybernetics · 1994 · 2.5K citations

Architecture, Computational Engineering, Evolutionary Theory +16

An introduction to simulated evolutionary optimization

David B. Fogel · IEEE Transactions on Neural Networks · 1994 · 1.5K citations

Architecture, Evolutionary Biology, Evolutionary Theory +9

A comprehensive survey of fitness approximation in evolutionary computation

Yaochu Jin · Soft Computing · 2003 · 1.2K citations

Architecture, Evolutionary Biology, Algorithms +15

Outline for a Logical Theory of Adaptive Systems

John H. Holland · Journal of the ACM · 1962 · 1.1K citations · Full text

Computing, Computer Science, Dynamical Systems +5