A Fuzzy-Dominance-Driven RMLS-BLGA and its Application in Traffic Route Guidance

Gao Ping Wang; Wei Wei Zhao

doi:10.4028/www.scientific.net/AMM.209-211.755

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 209-211A Fuzzy-Dominance-Driven RMLS-BLGA and its...

A Fuzzy-Dominance-Driven RMLS-BLGA and its Application in Traffic Route Guidance

Abstract:

In this paper , we study the fuzzification of the pareto dominance relation and its application in traffic route guidance. A generic ranking scheme is presented that assigns dominance degrees to any set of vectors in a scale-independent, nonsymmetric and set-dependent manner. Different fuzzy-based definitions of optimality and dominated solution are introduced. The corresponding extension of the RMLS-BLGA, so-called Fuzzy-Dominance-Driven RMLS-BLGA (FRMLS-BLGA), will be presented as well. To verify the usefulness of such an approach, the approach is tested on analytical test cases in order to show its validity . The solutions, provided by the proposed algorithm for the Traffic route guidance model,are promising when compared with an existing well-known algorithm.

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Periodical:

Applied Mechanics and Materials (Volumes 209-211)

Pages:

755-758

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.209-211.755

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Online since:

October 2012

Authors:

Gao Ping Wang, Wei Wei Zhao

Keywords:

BLGA, Multiobjective Evolutionary Algorithms, RMLS, Route Guidance, Shortest Path

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