Location of temporary depot after an earthquake based on robust optimization
In todaychr('39')s world, natural disasters such as earthquakes, floods, crises such as terrorist attacks and protests threaten the lives of many people. Hence, in this research we present a mathematical modeling that provide efficient and effective model to locate temporary depot, equitab...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Iran University of Science & Technology
2019-03-01
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| Series: | International Journal of Industrial Engineering and Production Research |
| Subjects: | |
| Online Access: | http://ijiepr.iust.ac.ir/article-1-746-en.html |
| _version_ | 1818394997708292096 |
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| author | Masoud Rabbani Zahra Mousavi |
| author_facet | Masoud Rabbani Zahra Mousavi |
| author_sort | Masoud Rabbani |
| collection | DOAJ |
| description | In todaychr('39')s world, natural disasters such as earthquakes, floods, crises such as terrorist attacks and protests threaten the lives of many people. Hence, in this research we present a mathematical modeling that provide efficient and effective model to locate temporary depot, equitable distribution of resources and movement of injured people to health centers, with the aim of developing the multi-objective model and considering multiple central depot, multiple temporary depot and several type of relief items in the model . This paper is considered certainty state and uncertainty of influencing parameters of the models in robust optimization for three different levels uncertainty and in different size with consideration of traditional goals function and humanitarian purposes functions simultaneously. The model has been solved with multi-objective Particle Swarm optimization algorithm (MOPSO) and GAMS software to validate the model. Some numerical examples are presented. In Addition, we present sensitivity analyzes of model and study the relationship of the number of temporary depot location and the number of injured people to move to health centers and the number of uncovered damaged points. |
| first_indexed | 2024-12-14T06:10:06Z |
| format | Article |
| id | doaj.art-519ccf98485f4124ad76e78340c38230 |
| institution | Directory Open Access Journal |
| issn | 2008-4889 2345-363X |
| language | English |
| last_indexed | 2024-12-14T06:10:06Z |
| publishDate | 2019-03-01 |
| publisher | Iran University of Science & Technology |
| record_format | Article |
| series | International Journal of Industrial Engineering and Production Research |
| spelling | doaj.art-519ccf98485f4124ad76e78340c382302022-12-21T23:14:10ZengIran University of Science & TechnologyInternational Journal of Industrial Engineering and Production Research2008-48892345-363X2019-03-013013955Location of temporary depot after an earthquake based on robust optimizationMasoud Rabbani0Zahra Mousavi1 College of Engineering, University of Tehran College of Engineering, University of Tehran In todaychr('39')s world, natural disasters such as earthquakes, floods, crises such as terrorist attacks and protests threaten the lives of many people. Hence, in this research we present a mathematical modeling that provide efficient and effective model to locate temporary depot, equitable distribution of resources and movement of injured people to health centers, with the aim of developing the multi-objective model and considering multiple central depot, multiple temporary depot and several type of relief items in the model . This paper is considered certainty state and uncertainty of influencing parameters of the models in robust optimization for three different levels uncertainty and in different size with consideration of traditional goals function and humanitarian purposes functions simultaneously. The model has been solved with multi-objective Particle Swarm optimization algorithm (MOPSO) and GAMS software to validate the model. Some numerical examples are presented. In Addition, we present sensitivity analyzes of model and study the relationship of the number of temporary depot location and the number of injured people to move to health centers and the number of uncovered damaged points.http://ijiepr.iust.ac.ir/article-1-746-en.htmlhumanitarian crisis managementmulti- objective modeltemporary depot locationrobust optimizationmulti-objective particle swarm optimization (mopso) |
| spellingShingle | Masoud Rabbani Zahra Mousavi Location of temporary depot after an earthquake based on robust optimization International Journal of Industrial Engineering and Production Research humanitarian crisis management multi- objective model temporary depot location robust optimization multi-objective particle swarm optimization (mopso) |
| title | Location of temporary depot after an earthquake based on robust optimization |
| title_full | Location of temporary depot after an earthquake based on robust optimization |
| title_fullStr | Location of temporary depot after an earthquake based on robust optimization |
| title_full_unstemmed | Location of temporary depot after an earthquake based on robust optimization |
| title_short | Location of temporary depot after an earthquake based on robust optimization |
| title_sort | location of temporary depot after an earthquake based on robust optimization |
| topic | humanitarian crisis management multi- objective model temporary depot location robust optimization multi-objective particle swarm optimization (mopso) |
| url | http://ijiepr.iust.ac.ir/article-1-746-en.html |
| work_keys_str_mv | AT masoudrabbani locationoftemporarydepotafteranearthquakebasedonrobustoptimization AT zahramousavi locationoftemporarydepotafteranearthquakebasedonrobustoptimization |