Distribution network optimization: Finding the most economic solution by using genetic algorithms

Distribution network optimization: Finding the most economic solution by using genetic algorithms

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Article ID: iaor19993100
Country: Netherlands
Volume: 108
Issue: 3
Start Page Number: 527
End Page Number: 537
Publication Date: Aug 1998
Journal: European Journal of Operational Research
Authors: ,
Keywords: networks
Abstract:

The problem of finding the optimal features in a distribution network is approached from an economic viewpoint. This problem is closely related to drops in pressure within the network, and is a complex mathemetical problem with some empirically adjusted formulae that make the problem very difficult to solve analytically. Thus, a method is proposed for finding the optimal network features, based on a well known optimization procedure, genetic algorithms, which have proven to be useful in this type of problems. Furthermore, a new problem-specific genetic operators are presented and shown to be intuitively and in practice better than the standard ones.

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