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» Building Blocks, Cohort Genetic Algorithms, and Hyperplane-D...
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GECCO
2000
Springer
138views Optimization» more  GECCO 2000»
13 years 9 months ago
Time Complexity of genetic algorithms on exponentially scaled problems
This paper gives a theoretical and empirical analysis of the time complexity of genetic algorithms (GAs) on problems with exponentially scaled building blocks. It is important to ...
Fernando G. Lobo, David E. Goldberg, Martin Pelika...
CEC
2005
IEEE
13 years 11 months ago
A quantitative approach for validating the building-block hypothesis
The building blocks are common structures of high-quality solutions. Genetic algorithms often assume the building-block hypothesis. It is hypothesized that the high-quality solutio...
Chatchawit Aporntewan, Prabhas Chongstitvatana
GECCO
2008
Springer
174views Optimization» more  GECCO 2008»
13 years 6 months ago
Mask functions for the symbolic modeling of epistasis using genetic programming
The study of common, complex multifactorial diseases in genetic epidemiology is complicated by nonlinearity in the genotype-to-phenotype mapping relationship that is due, in part,...
Ryan J. Urbanowicz, Nate Barney, Bill C. White, Ja...
ASIAN
2004
Springer
153views Algorithms» more  ASIAN 2004»
13 years 9 months ago
Chi-Square Matrix: An Approach for Building-Block Identification
This paper presents a line of research in genetic algorithms (GAs), called building-block identification. The building blocks (BBs) are common structures inferred from a set of sol...
Chatchawit Aporntewan, Prabhas Chongstitvatana
DAC
2008
ACM
13 years 7 months ago
Topology synthesis of analog circuits based on adaptively generated building blocks
This paper presents an automated analog synthesis tool for topology generation and subsequent circuit sizing. Though sizing is indispensable, the paper mainly concentrates on topo...
Angan Das, Ranga Vemuri