Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window
Natural disasters, such as earthquakes, tsunamis, and hurricanes cause enormous harm during each year. To reduce casualties and economic losses in the response phase, rescue units must be allocated and scheduled efficiently, such that it is a key issues in emergency response. In this paper, a multi-...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Iran University of Science & Technology
2018-03-01
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| Series: | International Journal of Industrial Engineering and Production Research |
| Subjects: | |
| Online Access: | http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1012-2&slc_lang=en&sid=1 |
| _version_ | 1819295775948013568 |
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| author | Sina Nayeri Ebrahim Asadi-Gangraj Saeed Emami |
| author_facet | Sina Nayeri Ebrahim Asadi-Gangraj Saeed Emami |
| author_sort | Sina Nayeri |
| collection | DOAJ |
| description | Natural disasters, such as earthquakes, tsunamis, and hurricanes cause enormous harm during each year. To reduce casualties and economic losses in the response phase, rescue units must be allocated and scheduled efficiently, such that it is a key issues in emergency response. In this paper, a multi-objective mix integer nonlinear programming model (MOMINLP) is proposed to minimize sum of weighted completion times of relief operations as first objective function and makespan as second objective with considering time-window for incidents. The rescue units also have different capability and each incident just can be allocated to a rescue unit that has the ability to do it. By assuming the incidents and rescue units as jobs and machine, respectively, the research problem can be formulated as a parallel-machine scheduling problem with unrelated machines. Multi-Choice Goal programming (MCGP) is applied to solve research problem as single objective problem. The experimental results shows the superiority of the proposed approach to allocate and schedule the rescue units in the natural disasters. |
| first_indexed | 2024-12-24T04:47:35Z |
| format | Article |
| id | doaj.art-17e845403fbe40e6971488b85b24572f |
| institution | Directory Open Access Journal |
| issn | 2008-4889 2345-363X |
| language | English |
| last_indexed | 2024-12-24T04:47:35Z |
| publishDate | 2018-03-01 |
| publisher | Iran University of Science & Technology |
| record_format | Article |
| series | International Journal of Industrial Engineering and Production Research |
| spelling | doaj.art-17e845403fbe40e6971488b85b24572f2022-12-21T17:14:38ZengIran University of Science & TechnologyInternational Journal of Industrial Engineering and Production Research2008-48892345-363X2018-03-012916578Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-windowSina Nayeri0Ebrahim Asadi-Gangraj1Saeed Emami2 Department of industrial engineering; Babol Noshirvani University of Technology Department of industrial engineering; Babol Noshirvani University of Technology Department of industrial engineering; Babol Noshirvani University of Technology Natural disasters, such as earthquakes, tsunamis, and hurricanes cause enormous harm during each year. To reduce casualties and economic losses in the response phase, rescue units must be allocated and scheduled efficiently, such that it is a key issues in emergency response. In this paper, a multi-objective mix integer nonlinear programming model (MOMINLP) is proposed to minimize sum of weighted completion times of relief operations as first objective function and makespan as second objective with considering time-window for incidents. The rescue units also have different capability and each incident just can be allocated to a rescue unit that has the ability to do it. By assuming the incidents and rescue units as jobs and machine, respectively, the research problem can be formulated as a parallel-machine scheduling problem with unrelated machines. Multi-Choice Goal programming (MCGP) is applied to solve research problem as single objective problem. The experimental results shows the superiority of the proposed approach to allocate and schedule the rescue units in the natural disasters.http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1012-2&slc_lang=en&sid=1Natural disaster management Decision support system Multi-choice goal programming scheduling |
| spellingShingle | Sina Nayeri Ebrahim Asadi-Gangraj Saeed Emami Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window International Journal of Industrial Engineering and Production Research Natural disaster management Decision support system Multi-choice goal programming scheduling |
| title | Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window |
| title_full | Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window |
| title_fullStr | Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window |
| title_full_unstemmed | Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window |
| title_short | Goal programming-based post-disaster decision making for allocation and scheduling the rescue units in natural disaster with time-window |
| title_sort | goal programming based post disaster decision making for allocation and scheduling the rescue units in natural disaster with time window |
| topic | Natural disaster management Decision support system Multi-choice goal programming scheduling |
| url | http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1012-2&slc_lang=en&sid=1 |
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