http://repository.iitr.ac.in/handle/123456789/18997
Title: | Incorporating genetic algorithms in transport management |
Authors: | Deep, K. Dubey O.P. Nagar A. |
Published in: | Proceedings of Advances in Intelligent and Soft Computing |
Abstract: | The present paper deal with an unbalanced transportation problem, from coal transportation sector, is solved to demonstrate the application of Genetic Algorithm. Genetic Algorithms are unorthodox optimization search algorithms. It is a computerized search optimization algorithms based on the mechanics of natural genetics and natural selection. Using operations research techniques several feasible solutions are obtained. An efficient numerical solution has been found to suit the objective of the management by using Genetic Algorithm approach. It shows that an organization try to supply the commodities to all customers. This demonstrates the merit of Genetic Algorithm technique over the Transportation Problem, which is certainly an improvement in Transport Management. © 2012 Springer India Pvt. Ltd. |
Citation: | Proceedings of Advances in Intelligent and Soft Computing, (2012), 177- 192. Roorkee |
URI: | https://doi.org/10.1007/978-81-322-0487-9_18 http://repository.iitr.ac.in/handle/123456789/18997 |
Issue Date: | 2012 |
Keywords: | Demand level Genetic Algorithm Lexicographic Goal Programming Transportation Problem Demand level Feasible solution Genetic algorithm approach Lexicographic goal programming Natural selection Numerical solution Search Algorithms Search optimization Transport management Transportation problem Transportation sector Coal industry Problem solving Soft computing Genetic algorithms |
ISBN: | 9.79E+12 |
ISSN: | 18675662 |
Author Scopus IDs: | 8561208900 57204210512 8840681600 |
Author Affiliations: | Deep, K., Dept. of Mathematics, Indian Institute of Technology, Roorkee, India Dubey, O.P., Dept. of Mathematics, Bengal College of Engg. and Tech., Durgapur, India Nagar, A., Dept. of Computer Science, Liverpool Hope Univ., Hope Park, Liverpool L169 JD, United Kingdom |
Corresponding Author: | Deep, K.; Dept. of Mathematics, Indian Institute of Technology, Roorkee, India; email: kusumfma@iitr.ernet.in |
Appears in Collections: | Conference Publications [MA] |
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