A decomposition based metaheuristic approach for solving rapid needs assessment routing problem

Title A decomposition based metaheuristic approach for solving rapid needs assessment routing problem
Author Mıhçıoğlu, Yurtsev, Albey, Erinç
Publication Date: 2021-09
Publication Place - Elsevier
Subject Routing, Site selection, Needs assessment, Tabu search, Decomposition
Type Periodical
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 0360-8352
Record ID 67a6c434-bdce-4a01-b1ae-57982aaa0798
Library Location Industrial Engineering
Date 2021-09
Sample Text This paper proposes a decomposition based tabu search algorithm for solving multi-cover routing problem in the case of rapid need assessment. Rapid needs assessment aims to evaluate impact of a disaster at different sites to determine the needs of different community groups. Since the assessment process during a disaster is time critical, the focus in this paper is given to developing a solution approach, which aims to find high quality solutions in short period of time. The proposed algorithm focuses on a three-stage decomposition, where stages involve site selection, team assignment and routing of teams. Performance of the proposed algorithm is evaluated with respect to benchmark algorithms under different instances. The results indicate that the proposed algorithm can achieve high-quality solutions expeditiously, providing better results, on the average, when compared to the best-known solution approaches in the literature.
DOI 10.1016/j.cie.2021.107528
Cilt 159
View in source Özyeğin University Özyeğin University - Ottoman library catalog search
Özyeğin University - Ottoman library catalog search Özyeğin University

A decomposition based metaheuristic approach for solving rapid needs assessment routing problem

Author Mıhçıoğlu, Yurtsev, Albey, Erinç
Publication Date 2021-09
Publication Place - Elsevier
Subject Routing, Site selection, Needs assessment, Tabu search, Decomposition
Type Periodical
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 0360-8352
Record ID 67a6c434-bdce-4a01-b1ae-57982aaa0798
Library Location Industrial Engineering
Date 2021-09
Sample Text This paper proposes a decomposition based tabu search algorithm for solving multi-cover routing problem in the case of rapid need assessment. Rapid needs assessment aims to evaluate impact of a disaster at different sites to determine the needs of different community groups. Since the assessment process during a disaster is time critical, the focus in this paper is given to developing a solution approach, which aims to find high quality solutions in short period of time. The proposed algorithm focuses on a three-stage decomposition, where stages involve site selection, team assignment and routing of teams. Performance of the proposed algorithm is evaluated with respect to benchmark algorithms under different instances. The results indicate that the proposed algorithm can achieve high-quality solutions expeditiously, providing better results, on the average, when compared to the best-known solution approaches in the literature.
DOI 10.1016/j.cie.2021.107528
Cilt 159
Özyeğin University - Ottoman library catalog search
Özyeğin University You are being redirected...

Please wait