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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| Format: | Article |
| Language: | English |
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Growing Science
2016-01-01
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| Series: | Decision Science Letters |
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| Online Access: | http://www.growingscience.com/dsl/Vol5/dsl_2015_42.pdf |
| _version_ | 1828352196669865984 |
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| author | R. Venkata Rao |
| author_facet | R. Venkata Rao |
| author_sort | R. Venkata Rao |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-14T01:50:37Z |
| format | Article |
| id | doaj.art-41fb367e1a514aafae6c5c65f18f7b5b |
| institution | Directory Open Access Journal |
| issn | 1929-5804 1929-5812 |
| language | English |
| last_indexed | 2024-04-14T01:50:37Z |
| publishDate | 2016-01-01 |
| publisher | Growing Science |
| record_format | Article |
| series | Decision Science Letters |
| spelling | doaj.art-41fb367e1a514aafae6c5c65f18f7b5b2022-12-22T02:19:22ZengGrowing ScienceDecision Science Letters1929-58041929-58122016-01-015113010.5267/j.dsl.2015.9.003Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problemsR. Venkata RaoThe 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.http://www.growingscience.com/dsl/Vol5/dsl_2015_42.pdfTLBO algorithmOptimizationConstrained and unconstrained problemsTutorial |
| spellingShingle | R. Venkata Rao Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems Decision Science Letters TLBO algorithm Optimization Constrained and unconstrained problems Tutorial |
| title | Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| title_full | Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| title_fullStr | Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| title_full_unstemmed | Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| title_short | Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| title_sort | review of applications of tlbo algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems |
| topic | TLBO algorithm Optimization Constrained and unconstrained problems Tutorial |
| url | http://www.growingscience.com/dsl/Vol5/dsl_2015_42.pdf |
| work_keys_str_mv | AT rvenkatarao reviewofapplicationsoftlboalgorithmandatutorialforbeginnerstosolvetheunconstrainedandconstrainedoptimizationproblems |