Inverse shape optimization using dynamically adjustable genetic algorithms

被引：9

作者：

Cingoski, V ^{[1
]}

Kaneda, K

Yamashita, H

Kowata, N

机构：

[1] Hiroshima Univ, Higashihiroshima 739, Japan

[2] Toa Med Elect Co Ltd, Kobe, Hyogo, Japan

来源：

IEEE TRANSACTIONS ON ENERGY CONVERSION | 1999年 / 14卷 / 03期

关键词：

inverse optimization; genetic algorithm; rotation machines; design of pole face; die mold; spline functions;

D O I：

10.1109/60.790932

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

In this paper, a new dynamically adjustable genetic algorithm for inverse shape optimization of electrical devices is proposed. The algorithm starts with initial population which is not entirely randomly defined and dynamically changes the position and the width of the searching space as the searching procedure evolves with time and the objective function approaches its optimum. The proposed algorithm is successfully applied for inverse shape optimization of a die mold press machine and for pole shape optimization of a rotating machine. To achieve smooth pole face the optimized shape is defined using several control points and ordinary spline functions.

引用

页码：661 / 666

页数：6

共 50 条

[31] Genetic Algorithms for Multicriteria Shape Optimization of Induction Furnace
Kus, Pavel
Mach, Frantisek
Karban, Pavel
Dolezel, Ivo
NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2012), VOLS A AND B, 2012, 1479 : 2344 - 2347
[32] Using genetic algorithms to solve inverse problems
Wang, Q.J.
International Journal of Modelling and Simulation, 1999, 19 (04): : 323 - 328
[33] Shape optimization with adaptive simulated annealing and genetic algorithms
Brauer, H
Ziolkowski, M
Computer Engineering in Applied Electromagnetism, 2005, : 25 - 30
[34] Inverse homogenization using isogeometric shape optimization
Luedeker, Julian K.
Sigmund, Ole
Kriegesmann, Benedikt
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2020, 368
[35] Inverse Diffusion Curves Using Shape Optimization
Zhao, Shuang
Durand, Fredo
Zheng, Changxi
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2018, 24 (07) : 2153 - 2166
[36] Reliable shape optimization of structures subjected to transient dynamic loading using genetic algorithms
Chand, S
Dutta, A
SHOCK AND VIBRATION, 2005, 12 (06) : 407 - 424
[37] Multi-objective shape optimization of a heat exchanger using parallel genetic algorithms
Hilbert, Renan
Janiga, Gabor
Baron, Romain
Thevenin, Dominique
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2006, 49 (15-16) : 2567 - 2577
[38] Three-dimensional aerodynamic shape optimization using genetic and gradient search algorithms
Foster, NF
Dulikravich, GS
JOURNAL OF SPACECRAFT AND ROCKETS, 1997, 34 (01) : 36 - 42
[39] Actuator Location and Voltages Optimization for Shape Control of Smart Beams Using Genetic Algorithms
Foutsitzi, Georgia A.
Gogos, Christos G.
Hadjigeorgiou, Evangelos P.
Stavroulakis, Georgios E.
ACTUATORS, 2013, 2 (04): : 111 - 128
[40] Partial shape matching using genetic algorithms
Ozcan, E
Mohan, CK
PATTERN RECOGNITION LETTERS, 1997, 18 (10) : 987 - 992

← 1 2 3 4 5 →