A novel Flower Pollination Algorithm based on Genetic Algorithm Operators

Allouani Fouad, Kai Zenger, Xiaozhi Gao

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

202 Lataukset (Pure)

Abstrakti

The Flower Pollination Algorithm (FPA) is a new natural bio-inspired optimization algorithm that mimics the real life processes of the flower pollination. Thus, the latter has a quick convergence, but its population diversity and convergence precision can be limited in some applications. In order to improve its intensification (exploitation) and diversification (exploration) abilities, we have introduced a simple modification in its general structure. More precisely, we have added both Crossover and Mutation Genetic Algorithm (GA) operators respectively, just after calculating the new candidate solutions and the greedy selection operation in its basic structure. The proposed method, called FPA-GA has been tested on all the CEC2005 contest test instances. Ex t FPA-GA is very competitive.










AlkuperäiskieliEnglanti
OtsikkoProceedings of The 9th EUROSIM Congress on Modelling and Simulation (EUROSIM 2016), The 57th SIMS Conference on Simulation and Modelling (SIMS 2016)
ToimittajatEsko Juuso, Erik Dahlquist, Kauko Leiviskä
KustantajaLinköping University Electronic Press
Sivut1060-1066
Sivumäärä7
ISBN (painettu)978-91-7685-399-3
DOI - pysyväislinkit
TilaJulkaistu - 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaEUROSIM Congress on Modelling and Simulation & SIMS Conference on Simulation and Modelling - Oulu, Suomi
Kesto: 12 syysk. 201616 syysk. 2016

Julkaisusarja

NimiLinköping electronic conference proceedings
KustantajaLinköping University Electronic Press
Numero142
ISSN (painettu)1650-3686
ISSN (elektroninen)1650-3740

Conference

ConferenceEUROSIM Congress on Modelling and Simulation & SIMS Conference on Simulation and Modelling
Maa/AlueSuomi
KaupunkiOulu
Ajanjakso12/09/201616/09/2016

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