Use of the Particle Swarm Optimization Algorithm for Second Order Design of Levelling Networks

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dc.contributor.authorYetkin, Mevlüt
dc.contributor.authorİnal, Cevat
dc.contributor.authorYiğit, Cemal Özer
dc.date.accessioned2020-03-26T17:45:56Z
dc.date.available2020-03-26T17:45:56Z
dc.date.issued2009
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThe weight problem in geodetic networks can be dealt with as an optimization procedure. This classic problem of geodetic network optimization is also known as second-order design. The basic principles of geodetic network optimization are reviewed. Then the particle swarm optimization (PSO) algorithm is applied to a geodetic levelling network in order to solve the second-order design problem. PSO, which is an iterative-stochastic search algorithm in swarm intelligence, emulates the collective behaviour of bird flocking, fish schooling or bee swarming, to converge probabilistically to the global optimum. Furthermore, it is a powerful method because it is easy to implement and computationally efficient. Second-order design of a geodetic levelling network using PSO yields a practically realizable solution. It is also suitable for non-linear matrix functions that are very often encountered in geodetic network optimization. The fundamentals of the method and a numeric example are given.en_US
dc.identifier.citationYetkin, M., Yetkin, M., Yiğit, C. Ö., (2009). Use of the Particle Swarm Optimization Algorithm for Second Order Design of Levelling Networks. Journal of Applied Geodesy, (3), 171-178. Doi: 10.1515/JAG.2009.018
dc.identifier.doi10.1515/JAG.2009.018en_US
dc.identifier.endpage178en_US
dc.identifier.issn1862-9016en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage171en_US
dc.identifier.urihttps://dx.doi.org/10.1515/JAG.2009.018
dc.identifier.urihttps://hdl.handle.net/20.500.12395/24216
dc.identifier.volume3en_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYetkin, Mevlüt
dc.institutionauthorİnal, Cevat
dc.institutionauthorYiğit, Cemal Özer
dc.language.isoenen_US
dc.relation.ispartofJournal of Applied Geodesyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectgeodetic network optimizationen_US
dc.subjectglobal optimizationen_US
dc.subjectParticle swarm optimizationen_US
dc.subjectsecond-order designen_US
dc.subjectstochastic optimizationen_US
dc.titleUse of the Particle Swarm Optimization Algorithm for Second Order Design of Levelling Networksen_US
dc.typeArticleen_US

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