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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM21022

SELECTIVE TLBO

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM21022

Volume:

7 |

5 |

May 2023

Pages:

Publication Frequency:

Monthly (12 issues per year)

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Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

KK

Kajal Kiran

SG

Subroto Ganguly

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Abstract

Teaching Learning Based Algorithm Optimization is one of the recent optimization algorithms which have outperformed most of the evolutionary and swarm intelligence-based optimization techniques. This paper discusses about an improved version of TLBO, called SPECIFIC TLBO [5][6]. The core difference in the TLBO and SPECIFIC TLBO lies in the idea of selectivity of candidates. This metaheuristic-based algorithm further involves addition of a new phase in TLBO. These alteration enables the algorithm to converge to the global solution at much faster convergence rate. The Specific TLBO – (STLBO) has been tested on well-known bench mark function and has been compared with TLBO, WTLBO and other evolutionary process.

KEYWORDS

bench mark function convergence rate fitness curve.

Cite This Article

Kajal Kiran, Subroto Ganguly, "SELECTIVE TLBO," International Journal of Scientific Research in Engineering and Management, vol. 7, no. 5, May 2023. https://doi.org/10.55041/IJSREM21022

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Publication Date

5/15/2023

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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