Assessment of performance of L,vy flight particle swarm optimization in the estimation of heat source

被引:1
|
作者
Cortes-Aburto, Obed [1 ]
Hernandez-Perez, Jose-Alfredo [2 ]
Rojas-Rodriguez, Rafael [1 ]
机构
[1] Univ Politecn Puebla, Dept Ingn Mecatron, Juan C Bonilla, Puebla, Mexico
[2] Univ Autonoma Estado Morelos, Ctr Invest Ingn & Ciencias Aplicadas, Cuernavaca, Morelos, Mexico
关键词
Guarded hot-plate apparatus; Inverse heat transfer; Levy flights; Particle swarm optimization; INVERSE RADIATION ANALYSIS; LEVY FLIGHTS; ALGORITHM; PARAMETERS;
D O I
10.1007/s12206-018-0743-2
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
We performed a performance assessment of a recently developed method: L,vy flight particle swarm optimization. This method, which was developed for optimization problems, has shown good results. There is not an application to inverse problems. Now, it is applied for inverse heat transfer, and results are good enough. In particular, a parameter called "limit" is analyzed for different values (from 10 to 150). It shows that performance of the method for estimating parameters in inverse problems is affected by this parameter. When limit reaches a value of 80, ordinary least squares norm and consuming time begin to exhibit better results.
引用
收藏
页码:3915 / 3928
页数:14
相关论文
共 50 条
  • [21] Reconstruction of internal heat source in biological tissue using parallel particle swarm optimization
    Ye, Fuli
    Shi, Diwen
    Xu, Cheng
    Li, Kaiyang
    Lin, Minyue
    Shi, Guilian
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2024, 203
  • [22] An estimation of distribution particle swarm optimization algorithm
    Iqbal, Mudassar
    Montes de Oca, Marco A.
    ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 72 - 83
  • [23] Boost particle swarm optimization with fitness estimation
    Li, Lu
    Liang, Yanchun
    Li, Tingting
    Wu, Chunguo
    Zhao, Guozhong
    Han, Xiaosong
    NATURAL COMPUTING, 2019, 18 (02) : 229 - 247
  • [24] Magnetic Particle Swarm Optimization with Estimation of Distribution
    Prampero, Paulo S.
    Attux, Romis
    2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2011, : 1994 - 2001
  • [25] On Particle Swarm Optimization for MIMO Channel Estimation
    Knievel, Christopher
    Hoeher, Peter Adam
    JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2012, 2012
  • [26] MEDICAL MODEL ESTIMATION WITH PARTICLE SWARM OPTIMIZATION
    Sari, Murat
    Ahmad, Arshed A.
    Uslu, Hande
    COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS, 2021, 70 (01): : 468 - 482
  • [27] Boost particle swarm optimization with fitness estimation
    Lu Li
    Yanchun Liang
    Tingting Li
    Chunguo Wu
    Guozhong Zhao
    Xiaosong Han
    Natural Computing, 2019, 18 : 229 - 247
  • [28] A novel particle swarm optimization algorithm with L acute accent evy flight and orthogonal learning
    Wang, Zhenyu
    Chen, Yichun
    Ding, Sheng
    Liang, Deli
    He, Huan
    SWARM AND EVOLUTIONARY COMPUTATION, 2022, 75
  • [29] Improving Distribution-Based Discrete Particle Swarm Optimization Using L′evy Flight
    Ihara, Koya
    Kato, Shohei
    AI 2020: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 12576 : 189 - 200
  • [30] Source Optimization using Particle Swarm Optimization Algorithm in Photolithography
    Wang, Lei
    Li, Sikun
    Wang, Xiangzhao
    Yan, Guanyong
    Yang, Chaoxing
    OPTICAL MICROLITHOGRAPHY XXVIII, 2015, 9426