Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule
Abstract The purpose of this paper is to do the reliability-cost optimization of the life support system (LSS) in a space capsule by using a multi-objective gray wolf optimizer algorithm (MOGWO). MOGWO is a population based metaheuristic which mimics the hierarchal & hunting behavior of grey wol...
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ftrepec:oai:RePEc:spr:ijsaem:v:10:y:2019:i:2:d:10.1007_s13198-019-00781-1 2023-05-15T15:50:10+02:00 Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule Anuj Kumar Sangeeta Pant Mangey Ram Shshank Chaube http://link.springer.com/10.1007/s13198-019-00781-1 unknown http://link.springer.com/10.1007/s13198-019-00781-1 article ftrepec 2020-12-04T13:34:25Z Abstract The purpose of this paper is to do the reliability-cost optimization of the life support system (LSS) in a space capsule by using a multi-objective gray wolf optimizer algorithm (MOGWO). MOGWO is a population based metaheuristic which mimics the hierarchal & hunting behavior of grey wolves (Canis lupus). An interactive reliability-cost front has been generated by using MOGWO from which decision makers can choose a point of his/her interest. The efficiency of MOGWO in optimizing the reliability-cost of LSS have also been demonstrated by comparing its results with a very popular swarm based optimization technique named multi-objective particle swarm optimization. A framework based upon MOGWO, which is a very new nature inspired metaheuristic, have been presented for reliability-cost optimization of LSS in a space capsule. Multi-objective optimization, Grey wolf optimizer, Reliability optimization, Space capsule Article in Journal/Newspaper Canis lupus gray wolf RePEc (Research Papers in Economics) |
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Open Polar |
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RePEc (Research Papers in Economics) |
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description |
Abstract The purpose of this paper is to do the reliability-cost optimization of the life support system (LSS) in a space capsule by using a multi-objective gray wolf optimizer algorithm (MOGWO). MOGWO is a population based metaheuristic which mimics the hierarchal & hunting behavior of grey wolves (Canis lupus). An interactive reliability-cost front has been generated by using MOGWO from which decision makers can choose a point of his/her interest. The efficiency of MOGWO in optimizing the reliability-cost of LSS have also been demonstrated by comparing its results with a very popular swarm based optimization technique named multi-objective particle swarm optimization. A framework based upon MOGWO, which is a very new nature inspired metaheuristic, have been presented for reliability-cost optimization of LSS in a space capsule. Multi-objective optimization, Grey wolf optimizer, Reliability optimization, Space capsule |
format |
Article in Journal/Newspaper |
author |
Anuj Kumar Sangeeta Pant Mangey Ram Shshank Chaube |
spellingShingle |
Anuj Kumar Sangeeta Pant Mangey Ram Shshank Chaube Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
author_facet |
Anuj Kumar Sangeeta Pant Mangey Ram Shshank Chaube |
author_sort |
Anuj Kumar |
title |
Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
title_short |
Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
title_full |
Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
title_fullStr |
Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
title_full_unstemmed |
Multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
title_sort |
multi-objective grey wolf optimizer approach to the reliability-cost optimization of life support system in space capsule |
url |
http://link.springer.com/10.1007/s13198-019-00781-1 |
genre |
Canis lupus gray wolf |
genre_facet |
Canis lupus gray wolf |
op_relation |
http://link.springer.com/10.1007/s13198-019-00781-1 |
_version_ |
1766385148169814016 |