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A genetic algorithm for the sensor location problem

Posted on:2012-12-18Degree:M.SType:Thesis
University:University of LouisvilleCandidate:Zhang, DiFull Text:PDF
GTID:2458390008496452Subject:Engineering
Abstract/Summary:
We study a sensor location problem that minimizes the total number of sensors to install at road intersections in a transportation network so that the traffic flows on the entire network are uniquely determined. We employ the concepts of hidden network and incremental flow in analyzing the problem, and propose a genetic algorithm for its solution for large-size networks. The algorithm is programmed in Matlab and tested on randomly generated network. Numerical results suggest the algorithm is efficient.
Keywords/Search Tags:Algorithm, Network
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