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» Initial Population for Genetic Algorithms: A Metric Approach
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GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
15 years 5 months ago
A comparison of evolutionary algorithms for system-level diagnosis
The size and complexity of systems based on multiple processing units demand techniques for the automatic diagnosis of their state. System-level diagnosis consists in determining ...
Bogdan Tomoyuki Nassu, Elias Procópio Duart...
EC
2006
121views ECommerce» more  EC 2006»
14 years 11 months ago
A Study of Structural and Parametric Learning in XCS
The performance of a learning classifier system is due to its two main components. First, it evolves new structures by generating new rules in a genetic process; second, it adjust...
Tim Kovacs, Manfred Kerber
ICCD
1997
IEEE
78views Hardware» more  ICCD 1997»
15 years 3 months ago
A new Approach for Initialization Sequences Computation for Synchronous Sequential Circuits
This paper presents a new approach to the automated generation of an initialization sequence for synchronous sequential circuits. Finding an initialization sequence is a hard task...
Fulvio Corno, Paolo Prinetto, Maurizio Rebaudengo,...
EVOW
2006
Springer
15 years 3 months ago
Associative Memory Scheme for Genetic Algorithms in Dynamic Environments
In recent years dynamic optimization problems have attracted a growing interest from the community of genetic algorithms with several approaches developed to address these problems...
Shengxiang Yang
EH
2003
IEEE
100views Hardware» more  EH 2003»
15 years 5 months ago
Learning for Evolutionary Design
This paper describes a technique for evolving similar solutions to similar configuration design problems. Using the configuration design of combination logic circuits as a testb...
Sushil J. Louis