Improving metaheuristic performance by evolving a variable fitness function.

In this paper we study a complex real world workforce scheduling problem. We apply constructive search and variable neighbourhood search (VNS) metaheuristics and enhance these methods by using a variable fitness function. The variable fitness function (VFF) uses an evolutionary approach to evolv...

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Bibliographic Details
Main Authors: Dahal, Keshav P., Remde, Stephen M., Cowling, Peter I., Colledge, N.J.
Language:en
Published: Springer Verlag 2009
Subjects:
Online Access:http://hdl.handle.net/10454/2498