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Instance-based algorithm selection on quadratic assignment problem landscapes

Published in Proceedings of the Genetic and Evolutionary Computation Conference Companion • Jul 11, 2017
NobleIDNI1P21W41R49S79
Authors:
Andreas Beham
,
Michael Affenzeller
,
Ştefan Wagner

Abstract

Among the many applications of fitness landscape analysis a prominent example is algorithm selection. The no-free-lunch (NFL) theorem has put a limit on the general applicability of heuristic search methods. Improved methods can only be found by specialization to certain problem characteristics whic...

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