On evolutionary exploration and exploitation

• Autorzy: Eiben, A.E. , Schippers, C.A.
• Języki publikacji: EN

Abstrakty

EN

Exploration and exploitation are the two cornerstones of problem solving by search. The common opinion about evolutionary algorithms is that they explore the search space by the (genetic) search operators, while exploitation is done by selection. This opinion is, however, questionable. In this paper we give a survey of different operators, review existing viewpoints on exploration and exploitation, and point out some discrepancies between and problems with current views.

• Czasopismo: Fundamenta Informaticae
• Rocznik: 1998
• Tom: Vol. 35, nr 1-4
• Strony: 35-50
• Opis fizyczny: bibliogr. 51 poz.

Twórcy

autor

Eiben, A.E.

autor

Schippers, C.A.

• Leiden University, CWI Amsterdam, leiden / Amsterdam, The Netherlands,