Detail publikace
A HEURISTIC APPROACH TO THE FACILITY LOCATION PROBLEM FOR WASTE MANAGEMENT: A CASE STUDY
HRABEC, D. VIKTORÍN, A. ŠOMPLÁK, R. PLUHÁČEK, M. POPELA, P.
Anglický název
A HEURISTIC APPROACH TO THE FACILITY LOCATION PROBLEM FOR WASTE MANAGEMENT: A CASE STUDY
Typ
článek v časopise ve Scopus, Jsc
Jazyk
en
Originální abstrakt
The aim of this paper is to develop a model for the waste processing facility location problem in selected regions of the Czech Republic and to test a heuristic algorithm that would provide an effective solution to similar larger problems. Within this context, it is understood that the facility location decisions are made on the basis of the minimization of the total costs. The total costs include waste collection costs, facility location investments (or waste treatment costs) and penalty costs for underutilized capacity. Two modelled problems are illustrated on the basis of two examples of limited size. In order to determine whether similar, larger problems can be solved e.g. covering the whole of the Czech Republic, a heuristic algorithm is put forward and test computations performed. The algorithm used in this paper is a novel variant of Success-History Based Parameter Adaptation for Differential Evolution which implements Multi-Chaotic parent selection (MC-SHADE).
Anglický abstrakt
The aim of this paper is to develop a model for the waste processing facility location problem in selected regions of the Czech Republic and to test a heuristic algorithm that would provide an effective solution to similar larger problems. Within this context, it is understood that the facility location decisions are made on the basis of the minimization of the total costs. The total costs include waste collection costs, facility location investments (or waste treatment costs) and penalty costs for underutilized capacity. Two modelled problems are illustrated on the basis of two examples of limited size. In order to determine whether similar, larger problems can be solved e.g. covering the whole of the Czech Republic, a heuristic algorithm is put forward and test computations performed. The algorithm used in this paper is a novel variant of Success-History Based Parameter Adaptation for Differential Evolution which implements Multi-Chaotic parent selection (MC-SHADE).
Klíčová slova anglicky
facility location, waste management, heuristic algorithm, differential evolution, network flow
Vydáno
08.06.2016
Nakladatel
VUT
Místo
Brno
ISSN
1803-3814
Ročník
2016
Číslo
1
Strany od–do
61–66
Počet stran
6
BIBTEX
@article{BUT134966,
author="Dušan {Hrabec} and Adam {Viktorín} and Radovan {Šomplák} and Michal {Pluháček} and Pavel {Popela},
title="A HEURISTIC APPROACH TO THE FACILITY LOCATION PROBLEM FOR WASTE MANAGEMENT: A CASE STUDY ",
year="2016",
volume="2016",
number="1",
month="June",
pages="61--66",
publisher="VUT",
address="Brno",
issn="1803-3814"
}