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» On the Evolution of Evolutionary Algorithms
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GECCO
2003
Springer
182views Optimization» more  GECCO 2003»
15 years 7 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
GECCO
2003
Springer
115views Optimization» more  GECCO 2003»
15 years 7 months ago
A Specialized Island Model and Its Application in Multiobjective Optimization
This paper discusses a new model of parallel evolutionary algorithms (EAs) called the specialized island model (SIM) that can be used to generate a set of diverse non-dominated sol...
Ningchuan Xiao, Marc P. Armstrong
ICCBR
2003
Springer
15 years 7 months ago
SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning
A generic Case-Based Reasoning tool has been designed, implemented, and successfully used in two distinct applications. SOFT-CBR can be applied to a wide range of decision problems...
Kareem S. Aggour, Marc Pavese, Piero P. Bonissone,...
EH
2002
IEEE
104views Hardware» more  EH 2002»
15 years 6 months ago
Evolvable Hardware for the Generation of Sequential Filter Circuits
Evolutionary algorithms (EAs) are regularly used both for the solution of scheduling problems, and for the creation of digital circuit designs. This paper describes a unified app...
Robert Thomson, Tughrul Arslan
GECCO
2009
Springer
140views Optimization» more  GECCO 2009»
15 years 6 months ago
AMaLGaM IDEAs in noisy black-box optimization benchmarking
This paper describes the application of a Gaussian Estimation-of-Distribution (EDA) for real-valued optimization to the noisy part of a benchmark introduced in 2009 called BBOB (B...
Peter A. N. Bosman, Jörn Grahl, Dirk Thierens