most citedOiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non--Stationary Environments

16 citations · 16 across the 2 of their papers we have counts for

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cs.NE2005

Sub-structural Niching in Estimation of Distribution Algorithms

K. Sastry, H. A. Abbass, D. E. Goldberg +1

We propose a sub-structural niching method that fully exploits the problem decomposition capability of linkage-learning methods such as the estimation of distribution algorithms an…

cs.NE2005★ 16 cited

Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non--Stationary Environments

H. A. Abbass, K. Sastry, D. E. Goldberg

Genetic algorithms (GAs) that solve hard problems quickly, reliably and accurately are called competent GAs. When the fitness landscape of a problem changes overtime, the problem i…