An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications
Optimization has been a hot topic due to its inevitably in the development of new algorithms in almost every applied branch of Mathematics. Despite the broadness of optimization techniques in research fields, there is always an open scope of further refinement. We present here an overview of nature-...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Ram Arti Publishers
2020-08-01
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| Series: | International Journal of Mathematical, Engineering and Management Sciences |
| Subjects: | |
| Online Access: | https://www.ijmems.in/volumes/volume5/number4/58-IJMEMS-19-501-54-732-743-2020.pdf |
| _version_ | 1831602806392356864 |
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| author | Nitin Uniyal Sangeeta Pant Anuj Kumar |
| author_facet | Nitin Uniyal Sangeeta Pant Anuj Kumar |
| author_sort | Nitin Uniyal |
| collection | DOAJ |
| description | Optimization has been a hot topic due to its inevitably in the development of new algorithms in almost every applied branch of Mathematics. Despite the broadness of optimization techniques in research fields, there is always an open scope of further refinement. We present here an overview of nature-inspired optimization with a subtle background of fundamentals and classification and their reliability applications. An attempt has been made to exhibit the contrast nature of multi objective optimization as compared to single objective optimization. Though there are various techniques to achieve the optimality in optimization problems but nature inspired algorithms have proved to be very efficient and gained special attention in modern research problems. The purpose of this article is to furnish the foundation of few nature inspired optimization techniques and their reliability applications to an interested researcher. |
| first_indexed | 2024-12-18T15:27:04Z |
| format | Article |
| id | doaj.art-dda5b01b4e5b4510b9540763e1d8f2b3 |
| institution | Directory Open Access Journal |
| issn | 2455-7749 2455-7749 |
| language | English |
| last_indexed | 2024-12-18T15:27:04Z |
| publishDate | 2020-08-01 |
| publisher | Ram Arti Publishers |
| record_format | Article |
| series | International Journal of Mathematical, Engineering and Management Sciences |
| spelling | doaj.art-dda5b01b4e5b4510b9540763e1d8f2b32022-12-21T21:03:15ZengRam Arti PublishersInternational Journal of Mathematical, Engineering and Management Sciences2455-77492455-77492020-08-015473274310.33889/IJMEMS.2020.5.4.058An Overview of Few Nature Inspired Optimization Techniques and Its Reliability ApplicationsNitin Uniyal0Sangeeta Pant1Anuj Kumar2Department of Mathematics, University of Petroleum & Energy Studies, Dehradun, India.Department of Mathematics, University of Petroleum & Energy Studies, Dehradun, India.Department of Mathematics, University of Petroleum & Energy Studies, Dehradun, India.Optimization has been a hot topic due to its inevitably in the development of new algorithms in almost every applied branch of Mathematics. Despite the broadness of optimization techniques in research fields, there is always an open scope of further refinement. We present here an overview of nature-inspired optimization with a subtle background of fundamentals and classification and their reliability applications. An attempt has been made to exhibit the contrast nature of multi objective optimization as compared to single objective optimization. Though there are various techniques to achieve the optimality in optimization problems but nature inspired algorithms have proved to be very efficient and gained special attention in modern research problems. The purpose of this article is to furnish the foundation of few nature inspired optimization techniques and their reliability applications to an interested researcher.https://www.ijmems.in/volumes/volume5/number4/58-IJMEMS-19-501-54-732-743-2020.pdfmetaheuristicsgrey wolf optimizermulti-objective optimizationreliability optimization |
| spellingShingle | Nitin Uniyal Sangeeta Pant Anuj Kumar An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications International Journal of Mathematical, Engineering and Management Sciences metaheuristics grey wolf optimizer multi-objective optimization reliability optimization |
| title | An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications |
| title_full | An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications |
| title_fullStr | An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications |
| title_full_unstemmed | An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications |
| title_short | An Overview of Few Nature Inspired Optimization Techniques and Its Reliability Applications |
| title_sort | overview of few nature inspired optimization techniques and its reliability applications |
| topic | metaheuristics grey wolf optimizer multi-objective optimization reliability optimization |
| url | https://www.ijmems.in/volumes/volume5/number4/58-IJMEMS-19-501-54-732-743-2020.pdf |
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