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PPSN
2004
Springer
15 years 3 months ago
LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation
Abstract. Evolution Strategies, Evolutionary Algorithms based on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter optimizatio...
Anne Auger, Marc Schoenauer, Nicolas Vanhaecke
ICDCS
2003
IEEE
15 years 3 months ago
Dynamic Module Replacement in Distributed Protocols
Dynamic module replacement — the ability to hot swap a component’s implementation at runtime — is fundamental to supporting evolutionary change in long-lived and highlyavail...
Nigamanth Sridhar, Scott M. Pike, Bruce W. Weide
GECCO
2003
Springer
15 years 3 months ago
Dynamic Maximum Tree Depth
We present a technique, designated as dynamic maximum tree depth, for avoiding excessive growth of tree-based GP individuals during the evolutionary process. This technique introdu...
Sara Silva, Jonas Almeida
GECCO
2003
Springer
182views Optimization» more  GECCO 2003»
15 years 3 months ago
Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data
Learning Bayesian networks from data has been studied extensively in the evolutionary algorithm communities [Larranaga96, Wong99]. We have previously explored extending some of the...
Allan Tucker, Xiaohui Liu, David Garway-Heath
EH
2000
IEEE
168views Hardware» more  EH 2000»
15 years 2 months ago
The GOLEM Project: Evolving Hardware Bodies and Brains
The GOLEM project is an attempt to extend evolutionary techniques into the physical world by evolving diverse electro-mechanical machines (robots) that can be fabricated automatic...
Jordan B. Pollack, Hod Lipson