Development of an optimization model for product returns using genetic algorithms and simulated annealing
Gespeichert in:
Verfasser / Beitragende:
[Vahidreza Ghezavati, Niloofar Nia]
Ort, Verlag, Jahr:
2015
Enthalten in:
Soft Computing, 19/11(2015-11-01), 3055-3069
Format:
Artikel (online)
Online Zugang:
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| 024 | 7 | 0 | |a 10.1007/s00500-014-1465-8 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1465-8 | ||
| 245 | 0 | 0 | |a Development of an optimization model for product returns using genetic algorithms and simulated annealing |h [Elektronische Daten] |c [Vahidreza Ghezavati, Niloofar Nia] |
| 520 | 3 | |a Product returns have become a significant management issue and an unavoidable cost for a business. This situation made firms to consider the possibility of managing product returns in a more cost-efficient way. In this paper, we develop a mixed integer non-linear programming model of a three-stage logistics network to optimize the number and location of collection/inspection centers and recovery centers as well as collection frequency with the objective of minimizing the total costs which include the reverse logistics shipping costs and fixed costs of opening facilities. We propose two solution algorithms based on genetic algorithm (GA) and simulated annealing (SA). Numerical experiments are used to illustrate the effectiveness and efficiency of the proposed solution approaches and compare the results with the previous works. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Reverse logistics |2 nationallicence | |
| 690 | 7 | |a Location-allocation |2 nationallicence | |
| 690 | 7 | |a Genetic algorithm (GA) |2 nationallicence | |
| 690 | 7 | |a Simulated annealing (SA) |2 nationallicence | |
| 700 | 1 | |a Ghezavati |D Vahidreza |u School of Industrial Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran |4 aut | |
| 700 | 1 | |a Nia |D Niloofar |u School of Industrial Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/11(2015-11-01), 3055-3069 |x 1432-7643 |q 19:11<3055 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1465-8 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1465-8 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Ghezavati |D Vahidreza |u School of Industrial Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Nia |D Niloofar |u School of Industrial Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/11(2015-11-01), 3055-3069 |x 1432-7643 |q 19:11<3055 |1 2015 |2 19 |o 500 | ||