Browsing by Author "Bassett, Jeffrey Kermes"
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Item Methods for Improving the Design and Performance of Evolutionary Algorithms(2012) Bassett, Jeffrey Kermes; Bassett, Jeffrey Kermes; De Jong, Kenneth A.Evolutionary Algorithms (EAs) can be applied to almost any optimization or learning problem by making some simple customizations to the underlying represen- tation and/or reproductive operators. This makes them an appealing choice when facing a new or unusual problem. Unfortunately, while making these changes is often easy, getting a customized EA to operate effectively (i.e. find a good solution quickly) can be much more difficult.