Development of Backtracking Search Optimization Algorithm Toolkit in LabVIEW™

被引：8

作者：

Sheoran, Yashpal ^{[1
]}

Kumar, Vineet ^{[1
]}

Rana, K. P. S. ^{[1
]}

Mishra, Puneet ^{[1
]}

Kumar, Jitendra ^{[1
]}

Nair, Sreejith S. ^{[1
]}

机构：

[1] Netaji Subhash Inst Technol, Div Instrumentat & Control Engn, Sect 3, New Delhi 110078, India

来源：

3RD INTERNATIONAL CONFERENCE ON RECENT TRENDS IN COMPUTING 2015 (ICRTC-2015) | 2015年 / 57卷

关键词：

Backtracking Search Optimization Algorithm; Optimization; Optimization Techniques; Evolutionary Algorithms; Virtual Instruments; DIFFERENTIAL EVOLUTION;

D O I：

10.1016/j.procs.2015.07.476

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper a Backtracking Search Optimization Algorithm (BSA) toolkit has been developed in the LabVIEW (TM) environment. LabVIEW (TM) provides a graphical programming environment to design measurement and control applications. The development of BSA toolkit was motivated by the fact that only Differential Evolution (DE) toolkit was provided in LabVIEW (TM). Thus to design BSA toolkit, several modular virtual instruments have been developed for each BSA process. Developed BSA toolkit has been tested on several benchmark test functions and a comparative study with inbuilt DE toolkit has been performed, which shows results obtained from BSA toolkit are found superior to DE toolkit. (C) 2015 The Authors. Published by Elsevier B.V.

引用

页码：241 / 248

页数：8

共 50 条

[21] Backtracking Search Optimization Algorithm for Synthesis of Concentric Circular Antenna Arrays
Guney, K.
Durmus, A.
Basbug, S.
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2014, 2014
[22] Backtracking Search Optimization Algorithm for fluid-structure interaction problems
El Maani, Rabii
Zeine, Ahmed Tchvagha
Radi, Bouchaib
2016 4TH IEEE INTERNATIONAL COLLOQUIUM ON INFORMATION SCIENCE AND TECHNOLOGY (CIST), 2016, : 690 - 695
[23] Opposition-Based Backtracking Search Algorithm for Numerical Optimization Problems
Xu, Qingzheng
Guo, Lemeng
Wang, Na
Xu, Li
INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING: BIG DATA AND MACHINE LEARNING TECHNIQUES, ISCIDE 2015, PT II, 2015, 9243 : 223 - 234
[24] A Backtracking Search Algorithm for the Simultaneous Size, Shape and Topology Optimization of Trusses
Souza, Rafael R.
Fadel Miguel, Leandro F.
Iopez, Rafael H.
Torii, Andre J.
Miguel, Leticia F. F.
LATIN AMERICAN JOURNAL OF SOLIDS AND STRUCTURES, 2016, 13 (15): : 2622 - 2651
[25] AGC of Practical Power System Using Backtracking Search Optimization Algorithm
Pain, Santigopal
Acharjee, Parimal
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE AND EXPOSITION ON ELECTRICAL AND POWER ENGINEERING (EPE 2016), 2016, : 687 - 692
[26] Oppositional backtracking search optimization algorithm for parameter identification of hyperchaotic systems
Lin, Jian
NONLINEAR DYNAMICS, 2015, 80 (1-2) : 209 - 219
[27] Echo State Network prediction based on Backtracking Search Optimization Algorithm
Wu, Shihong
Wang, Zhigang
Ling, Darong
PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 661 - 664
[28] An improved particle swarm optimization with backtracking search optimization algorithm for solving continuous optimization problems
Zaman, Hamid Reza Rafat
Gharehchopogh, Farhad Soleimanian
ENGINEERING WITH COMPUTERS, 2022, 38 (SUPPL 4) : 2797 - 2831
[29] An improved particle swarm optimization with backtracking search optimization algorithm for solving continuous optimization problems
Hamid Reza Rafat Zaman
Farhad Soleimanian Gharehchopogh
Engineering with Computers, 2022, 38 : 2797 - 2831
[30] Backtracking search optimization algorithm with dual scatter search strategy for automated test case generation
Ren, Jingru
Zhu, Wenming
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (07)

← 1 2 3 4 5 →