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2019 | OriginalPaper | Chapter

An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem

Authors : Ovidiu Cosma, Petrica C. Pop, Cosmin Sabo

Published in: Hybrid Artificial Intelligent Systems

Publisher: Springer International Publishing

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Abstract

In this paper we address a particular capacitated two-stage fixed-charge transportation problem using an efficient hybrid genetic algorithm. The proposed approach is designed to fit the challenges of the investigated optimization problem and is obtained by incorporating an linear programming (LP) optimization problem within the framework of a genetic algorithm. We evaluated our proposed solution approach on two sets of instances often used in the literature. The experimental results that we achieved show the efficiency of our hybrid algorithm in yielding high-quality solutions within reasonable running-times, besides the superiority of our approach against other existing competing methods.

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Metadata
Title
An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem
Authors
Ovidiu Cosma
Petrica C. Pop
Cosmin Sabo
Copyright Year
2019
Book
Hybrid Artificial Intelligent Systems

Print ISBN: 978-3-030-29858-6

Electronic ISBN: 978-3-030-29859-3

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-29859-3_14

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