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EC
2000
171views ECommerce» more  EC 2000»
13 years 10 months ago
Building Blocks, Cohort Genetic Algorithms, and Hyperplane-Defined Functions
Building blocks are a ubiquitous feature at all levels of human understanding, from perception through science and innovation. Genetic algorithms are designed to exploit this prev...
John H. Holland
GECCO
2003
Springer
129views Optimization» more  GECCO 2003»
14 years 4 months ago
Finding Building Blocks through Eigenstructure Adaptation
A fundamental aspect of many evolutionary approaches to synthesis of complex systems is the need to compose atomic elements into useful higher-level building blocks. However, the ...
Danica Wyatt, Hod Lipson
CORR
2008
Springer
112views Education» more  CORR 2008»
13 years 11 months ago
The Fundamental Problem with the Building Block Hypothesis
Skepticism of the building block hypothesis has previously been expressed on account of the weak theoretical foundations of this hypothesis and anomalies in the empirical record o...
Keki M. Burjorjee
GECCO
2007
Springer
164views Optimization» more  GECCO 2007»
14 years 5 months ago
Learning building block structure from crossover failure
In the classical binary genetic algorithm, although crossover within a building block (BB) does not always cause a decrease in fitness, any decrease in fitness results from the ...
Zhenhua Li, Erik D. Goodman