Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems

The teaching-learning-based optimization (TLBO) algorithm is finding a large number of applications in different fields of engineering and science since its introduction in 2011. The major applications are found in electrical engineering, mechanical design, thermal engineering, manufacturing enginee...

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Bibliographic Details
Published inDecision Science Letters Vol. 5; no. 1; pp. 1 - 30
Main Author Venkata Rao, R.
Format Journal Article
LanguageEnglish
Published Growing Science 2016
Subjects
Constrained and unconstrained problems
Optimization
TLBO algorithm
Tutorial
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Summary:The teaching-learning-based optimization (TLBO) algorithm is finding a large number of applications in different fields of engineering and science since its introduction in 2011. The major applications are found in electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics, chemistry, biotechnology and economics. This paper presents a review of applications of TLBO algorithm and a tutorial for solving the unconstrained and constrained optimization problems. The tutorial is expected to be useful to the beginners.
ISSN:1929-5804
1929-5812
DOI:10.5267/j.dsl.2015.9.003