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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Vydané v:Decision Science Letters Ročník 5; číslo 1; s. 1 - 30
Hlavný autor: Venkata Rao, R.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Growing Science 2016
Predmet:
Constrained and unconstrained problems
Optimization
TLBO algorithm
Tutorial
ISSN:1929-5804, 1929-5812
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Shrnutí: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