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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. <\/jats:p>","DOI":"10.1155\/2016\/2082496","type":"journal-article","created":{"date-parts":[[2016,2,12]],"date-time":"2016-02-12T03:49:41Z","timestamp":1455248981000},"page":"2082496","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":23,"title":["A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems"],"prefix":"10.1177","volume":"12","author":[{"given":"D. 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