Repozitorij Univerze v Novi Gorici

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Naslov:Solving uncapacitated facility location problem using monkey algorithm
Avtorji:ID Atta, Soumen, Department of Computer Science and Engineering, University of Kalyani, Nadia, W.B., India (Avtor)
ID Sinha Mahapatra, Priya Ranjan, Department of Computer Science and Engineering, University of Kalyani, Nadia, W.B., India (Avtor)
ID Mukhopadhyay, Anirban, Department of Computer Science and Engineering, University of Kalyani, Nadia, W.B., India (Avtor)
Datoteke: Gradivo nima datotek, ki so prostodostopne za javnost. Gradivo je morda fizično dosegljivo v knjižnici fakultete, zalogo lahko preverite v COBISS-u. Povezava se odpre v novem oknu
Jezik:Angleški jezik
Vrsta gradiva:Delo ni kategorizirano
Tipologija:1.08 - Objavljeni znanstveni prispevek na konferenci
Organizacija:UNG - Univerza v Novi Gorici
Opis:The Uncapacitated Facility Location Problem (UFLP) is considered in this paper. Given a set of customers and a set of potential facility locations, the objective of UFLP is to open a subset of facilities to satisfy the demands of all the customers such that the sum of the opening cost for the opened facilities and the service cost is minimized. UFLP is a well-known combinatorial optimization problem which is also NP-hard. So, a metaheuristic algorithm for solving this problem is natural choice. In this paper, a relatively new swarm intelligence-based algorithm known as the Monkey Algorithm (MA) is applied to solve UFLP. To validate the efficiency of the proposed binary MA-based algorithm, experiments are carried out with various data instances of UFLP taken from the OR-Library and the results are compared with those of the Firefly Algorithm (FA) and the Artificial Bee Colony (ABC) algorithm.
Ključne besede:Uncapacitated Facility Location Problem (UFLP), Simple Plant Location Problem (SPLP), Warehouse Location Problem (WLP), Monkey Algorithm
Status publikacije:Objavljeno
Leto izida:2018
Št. strani:71-78
PID:20.500.12556/RUNG-8149 Novo okno
COBISS.SI-ID:149331459 Novo okno
DOI:https://doi.org/10.1007/978-981-10-7566-7_8 Novo okno
NUK URN:URN:SI:UNG:REP:XKOCBJVD
Datum objave v RUNG:17.04.2023
Število ogledov:1170
Število prenosov:0
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Gradivo je del monografije

Naslov:6th International Conference on Frontiers in Intelligent Computing: Theory and Applications
Kraj izida:Bhubaneswar, India
Založnik:Springer
Leto izida:2018
ISBN:978-981-10-7565-0

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