The roles of local search, model building and optimal mixing in evolutionary algorithms from a bbo perspective

Abstract

The inclusion of local search (LS) techniques in evolutionary algorithms (EAs) is known to be very important in order to obtain competitive results on combinatorial and real-world optimization problems. Often however, an important source of the added value of LS is an understanding of the problem that allows performing a partial evaluation to compute the… (More)
DOI: 10.1145/2001858.2002065

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