Designing a multilayer microwave heating device using a multiobjective genetic algorithm

J́esus J.S. Santos; Diogo B. Oliveira; Elizabeth F. Wanner; Eduardo G. Carrano; Ricardo H.C. Takahashi; Elson J. Silva; Oriane M. Neto

doi:10.1109/CEC.2009.4983042

Designing a multilayer microwave heating device using a multiobjective genetic algorithm

J́esus J.S. Santos
, Diogo B. Oliveira
, Elizabeth F. Wanner
, Eduardo G. Carrano
, Ricardo H.C. Takahashi
, Elson J. Silva
, Oriane M. Neto

Universidade Federal de Minas Gerais
Centro Federal de Educação Tecnológica de Minas Gerais

Research output: Chapter in Book/Published conference output › Conference publication

1 Citation (Scopus)

Abstract

In this paper, we propose a multiobjective evolutionary approach to design a microwave heating device. The goal is to heat the maximum amount of water, above certain temperature, and spending the minimum energy. The device is modeled as a loss multilayer dielectric irradiated by microwave power. The resulting bi-objective problem is then solved using SPEA2 and a set of solutions is obtained. The results show that SPEA2 finds a higher number of non-dominated solution when compared with the traditional approaches used in this problem, within lower computational cost.

Original language	English
Title of host publication	2009 IEEE Congress on Evolutionary Computation
Publisher	IEEE
Pages	911-917
Number of pages	7
ISBN (Print)	9781424429585
DOIs	https://doi.org/10.1109/CEC.2009.4983042
Publication status	Published - 2009
Event	2009 IEEE Congress on Evolutionary Computation, CEC 2009 - Trondheim, Norway Duration: 18 May 2009 → 21 May 2009

Conference

Conference	2009 IEEE Congress on Evolutionary Computation, CEC 2009
Country/Territory	Norway
City	Trondheim
Period	18/05/09 → 21/05/09

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10.1109/CEC.2009.4983042

Cite this

@inproceedings{45f1391b4ff84d6babda91d514238a54,

title = "Designing a multilayer microwave heating device using a multiobjective genetic algorithm",

abstract = "In this paper, we propose a multiobjective evolutionary approach to design a microwave heating device. The goal is to heat the maximum amount of water, above certain temperature, and spending the minimum energy. The device is modeled as a loss multilayer dielectric irradiated by microwave power. The resulting bi-objective problem is then solved using SPEA2 and a set of solutions is obtained. The results show that SPEA2 finds a higher number of non-dominated solution when compared with the traditional approaches used in this problem, within lower computational cost.",

author = "Santos, \{{\'J}esus J.S.\} and Oliveira, \{Diogo B.\} and Wanner, \{Elizabeth F.\} and Carrano, \{Eduardo G.\} and Takahashi, \{Ricardo H.C.\} and Silva, \{Elson J.\} and Neto, \{Oriane M.\}",

year = "2009",

doi = "10.1109/CEC.2009.4983042",

language = "English",

isbn = "9781424429585",

pages = "911--917",

booktitle = "2009 IEEE Congress on Evolutionary Computation",

publisher = "IEEE",

address = "United States",

note = "2009 IEEE Congress on Evolutionary Computation, CEC 2009 ; Conference date: 18-05-2009 Through 21-05-2009",

}

Santos, JJS, Oliveira, DB, Wanner, EF, Carrano, EG, Takahashi, RHC, Silva, EJ & Neto, OM 2009, Designing a multilayer microwave heating device using a multiobjective genetic algorithm. in 2009 IEEE Congress on Evolutionary Computation., 4983042, IEEE, pp. 911-917, 2009 IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18/05/09. https://doi.org/10.1109/CEC.2009.4983042

TY - GEN

T1 - Designing a multilayer microwave heating device using a multiobjective genetic algorithm

AU - Santos, J́esus J.S.

AU - Oliveira, Diogo B.

AU - Wanner, Elizabeth F.

AU - Carrano, Eduardo G.

AU - Takahashi, Ricardo H.C.

AU - Silva, Elson J.

AU - Neto, Oriane M.

PY - 2009

Y1 - 2009

N2 - In this paper, we propose a multiobjective evolutionary approach to design a microwave heating device. The goal is to heat the maximum amount of water, above certain temperature, and spending the minimum energy. The device is modeled as a loss multilayer dielectric irradiated by microwave power. The resulting bi-objective problem is then solved using SPEA2 and a set of solutions is obtained. The results show that SPEA2 finds a higher number of non-dominated solution when compared with the traditional approaches used in this problem, within lower computational cost.

AB - In this paper, we propose a multiobjective evolutionary approach to design a microwave heating device. The goal is to heat the maximum amount of water, above certain temperature, and spending the minimum energy. The device is modeled as a loss multilayer dielectric irradiated by microwave power. The resulting bi-objective problem is then solved using SPEA2 and a set of solutions is obtained. The results show that SPEA2 finds a higher number of non-dominated solution when compared with the traditional approaches used in this problem, within lower computational cost.

UR - https://www.scopus.com/pages/publications/70449835524

UR - https://ieeexplore.ieee.org/document/4983042

U2 - 10.1109/CEC.2009.4983042

DO - 10.1109/CEC.2009.4983042

M3 - Conference publication

AN - SCOPUS:70449835524

SN - 9781424429585

SP - 911

EP - 917

BT - 2009 IEEE Congress on Evolutionary Computation

PB - IEEE

T2 - 2009 IEEE Congress on Evolutionary Computation, CEC 2009

Y2 - 18 May 2009 through 21 May 2009

ER -

Designing a multilayer microwave heating device using a multiobjective genetic algorithm

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