A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing

In this work, we propose an optimization solver based on a hybrid Simulated Annealing (HSA) to optimize the water distribution network design. The problem formulation includes multi-period restrictions with time-varying demand patterns. The HSA search process is affected by the Markov Chain Length (...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Bermúdez, Carlos, Alfonso, Hugo, Minetti, Gabriela F., Salto, Carolina
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2020
Materias:	Ciencias Informáticas Water distribution network design Optimization Simulated annealing Markov chain length
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/113258
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-113258
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Water distribution network design Optimization Simulated annealing Markov chain length
spellingShingle	Ciencias Informáticas Water distribution network design Optimization Simulated annealing Markov chain length Bermúdez, Carlos Alfonso, Hugo Minetti, Gabriela F. Salto, Carolina A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
topic_facet	Ciencias Informáticas Water distribution network design Optimization Simulated annealing Markov chain length
description	In this work, we propose an optimization solver based on a hybrid Simulated Annealing (HSA) to optimize the water distribution network design. The problem formulation includes multi-period restrictions with time-varying demand patterns. The HSA search process is affected by the Markov Chain Length (MCL), making modifications in the network design. For that reason, we studied the HSA behaviour by considering static and dynamic methods to compute the MCL. We test the algorithms by using networks reported in the state-of-the-art and also a real and new median size network that arises from a regional necessity. The experimentation suggests the use of a dynamic method, which exhibits the balance between efficacy and efficiency.
format	Objeto de conferencia Objeto de conferencia
author	Bermúdez, Carlos Alfonso, Hugo Minetti, Gabriela F. Salto, Carolina
author_facet	Bermúdez, Carlos Alfonso, Hugo Minetti, Gabriela F. Salto, Carolina
author_sort	Bermúdez, Carlos
title	A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
title_short	A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
title_full	A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
title_fullStr	A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
title_full_unstemmed	A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing
title_sort	real case of multi-period water distribution network design solved by a hybrid simulated annealing
publishDate	2020
url	http://sedici.unlp.edu.ar/handle/10915/113258
work_keys_str_mv	AT bermudezcarlos arealcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT alfonsohugo arealcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT minettigabrielaf arealcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT saltocarolina arealcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT bermudezcarlos realcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT alfonsohugo realcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT minettigabrielaf realcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing AT saltocarolina realcaseofmultiperiodwaterdistributionnetworkdesignsolvedbyahybridsimulatedannealing
bdutipo_str	Repositorios
_version_	1764820445256744965

A Real Case of Multi-Period Water Distribution Network Design solved by a Hybrid Simulated Annealing

Ejemplares similares