2004
016
Dependency Structure Matrix Analysis: Off-line Utility of the Dependency Structure Matrix Genetic Algorithm
Yu, T.-L., Goldberg D. E (2004)
TR No.: 2004016 | Download PDF | Download PS
TR No.: 2004016 | Download PDF | Download PS
Abstract:
This paper investigates the off-line use of the dependency
structure matrix genetic algorithm (DSMGA). In particular, a
problem-specific crossover operator is design by performing
dependency structure matrix (DSM) analysis. The advantages and
disadvantages of such an off-line use are discussed. Two schemes
that helps the off-line usage are proposed. Finally, those
off-line schemes are demonstrated by DSMGA on MaxTrap functions.
Posted: March 20th, 2004 under Genetic algorithms.
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