A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems
Evolutionary algorithms are metaheuristic algorithms that provide quasioptimal solutions in a reasonable time. They have been applied to many optimization problems in a high number of scientific areas. In this survey paper, we focus on the application of evolutionary algorithms to solve optimization...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2016-02-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2016/2082496 |
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| _version_ | 1849307829509292032 |
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| author | D. G. Reina P. Ruiz R. Ciobanu S. L. Toral B. Dorronsoro C. Dobre |
| author_facet | D. G. Reina P. Ruiz R. Ciobanu S. L. Toral B. Dorronsoro C. Dobre |
| author_sort | D. G. Reina |
| collection | DOAJ |
| description | Evolutionary algorithms are metaheuristic algorithms that provide quasioptimal solutions in a reasonable time. They have been applied to many optimization problems in a high number of scientific areas. In this survey paper, we focus on the application of evolutionary algorithms to solve optimization problems related to a type of complex network like mobile multihop ad hoc networks. Since its origin, mobile multihop ad hoc network has evolved causing new types of multihop networks to appear such as vehicular ad hoc networks and delay tolerant networks, leading to the solution of new issues and optimization problems. In this survey, we review the main work presented for each type of mobile multihop ad hoc network and we also present some innovative ideas and open challenges to guide further research in this topic. |
| format | Article |
| id | doaj-art-2a0c86cd16cc47d68b27f1a896a6d410 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2016-02-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-2a0c86cd16cc47d68b27f1a896a6d4102025-08-20T03:54:37ZengWileyInternational Journal of Distributed Sensor Networks1550-14772016-02-011210.1155/2016/20824962082496A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization ProblemsD. G. Reina0P. Ruiz1R. Ciobanu2S. L. Toral3B. Dorronsoro4C. Dobre5 Electronic Engineering Department, University of Seville, Camino de los Descubrimientos S/N, 41092 Seville, Spain School of Engineering, University of Cádiz, Avenida Universidad, No. 10, Puerto Real, 11519 Cadiz, Spain Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, Romania Electronic Engineering Department, University of Seville, Camino de los Descubrimientos S/N, 41092 Seville, Spain School of Engineering, University of Cádiz, Avenida Universidad, No. 10, Puerto Real, 11519 Cadiz, Spain Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 313 Splaiul Independentei, 060042 Bucharest, RomaniaEvolutionary algorithms are metaheuristic algorithms that provide quasioptimal solutions in a reasonable time. They have been applied to many optimization problems in a high number of scientific areas. In this survey paper, we focus on the application of evolutionary algorithms to solve optimization problems related to a type of complex network like mobile multihop ad hoc networks. Since its origin, mobile multihop ad hoc network has evolved causing new types of multihop networks to appear such as vehicular ad hoc networks and delay tolerant networks, leading to the solution of new issues and optimization problems. In this survey, we review the main work presented for each type of mobile multihop ad hoc network and we also present some innovative ideas and open challenges to guide further research in this topic.https://doi.org/10.1155/2016/2082496 |
| spellingShingle | D. G. Reina P. Ruiz R. Ciobanu S. L. Toral B. Dorronsoro C. Dobre A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems International Journal of Distributed Sensor Networks |
| title | A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems |
| title_full | A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems |
| title_fullStr | A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems |
| title_full_unstemmed | A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems |
| title_short | A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems |
| title_sort | survey on the application of evolutionary algorithms for mobile multihop ad hoc network optimization problems |
| url | https://doi.org/10.1155/2016/2082496 |
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