Non-linear real time optimization using Nelder-Mead Simplex Algorithm

被引：0
|
作者：
Park, In-Kwon [1 ]
Kuffel, Rick [1 ]
机构：
[1] RTDS Technol Inc, Winnipeg, MB R3T 6B6, Canada
来源：
WMSCI 2007 : 11TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, POST CONFERENCE ISSUE, PROCEEDINGS | 2007年
关键词：
nonlinear optimization; Nelder-Mead Simplex Algorithm; RTDS (Real Time Digital Simulator); real time simulation;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents the results of a procedure incorporating non-linear optimization algorithms into real time simulation. The Nelder-Mead Simplex algorithm was implemented and tested within RTDS as a part of real time simulation. Test results showed that the total simulation time required by non-linear optimization was greatly reduced when the optimization algorithm was included in the real time execution loop, thereby eliminating any overhead with multiple test point trials.
引用
收藏
页码：176 / 181
页数：6
相关论文
共 50 条
  • [31] New analysis of the Nelder-Mead algorithm
    Kelley, CT
    MINING AND MODELING MASSIVE DATA SETS IN SCIENCE, ENGINEERING, AND BUSINESS WITH A SUBTHEME IN ENVIRONMENTAL STATISTICS, 1997, 29 (01): : 407 - 407
  • [32] Geometric Generalization of the Nelder-Mead Algorithm
    Moraglio, Alberto
    Johnson, Colin G.
    EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2010, 6022 : 190 - 201
  • [33] Grid restrained Nelder-Mead algorithm
    Burmen, Arpad
    Puhan, Janez
    Tuma, Tadej
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2006, 34 (03) : 359 - 375
  • [34] OPTIMIZATION OF THE PARAMETERS OF SYNTHESIZED SIGNALS USING LINEAR APPROXIMATIONS BY THE NELDER-MEAD METHOD
    Lysechko, V. P.
    Komar, O. M.
    Bershov, V. S.
    Veklych, O. K.
    RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2024, (03) : 35 - 43
  • [35] An optimization method for magnetic hyperthermia considering Nelder-Mead algorithm
    Tang, Yundong
    Su, Hang
    Flesch, Rodolfo C.C.
    Jin, Tao
    Journal of Magnetism and Magnetic Materials, 2022, 545
  • [36] Time-Resolved Spectroscopy Based on Monte Carlo Model and Nelder-Mead Simplex Algorithm
    Tong, Zhang
    Liu, Dongyuan
    Feng, Gao
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2024, 51 (03):
  • [37] Genetic Algorithms with Nelder-Mead Optimization for the Finite Elements Methods applied on Non-linear Problems in Fluid Mechanics
    Mastorakis, Nikos E.
    PROCEEDINGS OF THE WSEAS INTERNATIONAL CONFERENCE ON FINITE DIFFERENCES, FINITE ELEMENTS, FINITE VOLUMES, BOUNDARY ELEMENTS, 2009, : 63 - 72
  • [38] An optimization method for magnetic hyperthermia considering Nelder-Mead algorithm
    Tang, Yundong
    Su, Hang
    Flesch, Rodolfo C. C.
    Jin, Tao
    JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS, 2022, 545
  • [39] Optimal reactive power dispatch using hybrid Nelder-Mead simplex based firefly algorithm
    Rajan, Abhishek
    Malakar, T.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 66 : 9 - 24
  • [40] Electrodes Deployment for IRE Tumor Ablation based on the Nelder-Mead Simplex Algorithm
    Zhang, Haiyan
    Zhang, Jianxun
    Zhang, Xiao
    Xiao, Yueyong
    Yu, Ningbo
    2017 IEEE 7TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2017, : 1484 - 1489
12345