Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique

This work presents an analysis on the behavior of a particular metaheuristic technique inspired by Simulated Annealing, SA, for the resolution of a problem of sensor network design in process plants, SNDP. This design problem is formulated as a combinatorial optimization problem and includes the sel...

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Autores principales: Hernández, José Luis, Salto, Carolina, Minetti, Gabriela F., Carnero, Mercedes, Bermúdez, Carlos, Sánchez, Mabel
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2019
Materias:
Ciencias Informáticas
Sensor network
Combinatorial optimization
Metaheuristics
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/90898
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-90898
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
Sensor network
Combinatorial optimization
Metaheuristics
spellingShingle Ciencias Informáticas
Sensor network
Combinatorial optimization
Metaheuristics
Hernández, José Luis
Salto, Carolina
Minetti, Gabriela F.
Carnero, Mercedes
Bermúdez, Carlos
Sánchez, Mabel
Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
topic_facet Ciencias Informáticas
Sensor network
Combinatorial optimization
Metaheuristics
description This work presents an analysis on the behavior of a particular metaheuristic technique inspired by Simulated Annealing, SA, for the resolution of a problem of sensor network design in process plants, SNDP. This design problem is formulated as a combinatorial optimization problem and includes the selection and determination of the number of process variables that must be measured to achieve the specific state of knowledge about the plant. Different parametric configurations for the proposed heuristic are analyzed and discussed, as well as their performance in plants of increasing size and complexity.
format Objeto de conferencia
Objeto de conferencia
author Hernández, José Luis
Salto, Carolina
Minetti, Gabriela F.
Carnero, Mercedes
Bermúdez, Carlos
Sánchez, Mabel
author_facet Hernández, José Luis
Salto, Carolina
Minetti, Gabriela F.
Carnero, Mercedes
Bermúdez, Carlos
Sánchez, Mabel
author_sort Hernández, José Luis
title Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
title_short Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
title_full Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
title_fullStr Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
title_full_unstemmed Optimal Instrumentation: Adjustment and Hybridization of a Simulated Annealing Based Technique
title_sort optimal instrumentation: adjustment and hybridization of a simulated annealing based technique
publishDate 2019
url http://sedici.unlp.edu.ar/handle/10915/90898
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