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Teaching learning based optimization algorithm: and its engineering applications
Describing a new optimization algorithm, the “Teaching-Learning-Based Optimization (TLBO),” in a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the a...
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Lenguaje: | eng |
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Springer
2016
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Acceso en línea: | https://dx.doi.org/10.1007/978-3-319-22732-0 http://cds.cern.ch/record/2112761 |
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author | Rao, R Venkata |
author_facet | Rao, R Venkata |
author_sort | Rao, R Venkata |
collection | CERN |
description | Describing a new optimization algorithm, the “Teaching-Learning-Based Optimization (TLBO),” in a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the algorithm operates on the principle of teaching and learning, where teachers influence the quality of learners’ results, the elitist version of TLBO algorithm (ETLBO) is described along with applications of the TLBO algorithm in the fields of electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics and biotechnology. The book offers a valuable resource for scientists, engineers and practitioners involved in the development and usage of advanced optimization algorithms. |
id | cern-2112761 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2016 |
publisher | Springer |
record_format | invenio |
spelling | cern-21127612021-04-21T20:01:18Zdoi:10.1007/978-3-319-22732-0http://cds.cern.ch/record/2112761engRao, R VenkataTeaching learning based optimization algorithm: and its engineering applicationsEngineeringDescribing a new optimization algorithm, the “Teaching-Learning-Based Optimization (TLBO),” in a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the algorithm operates on the principle of teaching and learning, where teachers influence the quality of learners’ results, the elitist version of TLBO algorithm (ETLBO) is described along with applications of the TLBO algorithm in the fields of electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics and biotechnology. The book offers a valuable resource for scientists, engineers and practitioners involved in the development and usage of advanced optimization algorithms.Springeroai:cds.cern.ch:21127612016 |
spellingShingle | Engineering Rao, R Venkata Teaching learning based optimization algorithm: and its engineering applications |
title | Teaching learning based optimization algorithm: and its engineering applications |
title_full | Teaching learning based optimization algorithm: and its engineering applications |
title_fullStr | Teaching learning based optimization algorithm: and its engineering applications |
title_full_unstemmed | Teaching learning based optimization algorithm: and its engineering applications |
title_short | Teaching learning based optimization algorithm: and its engineering applications |
title_sort | teaching learning based optimization algorithm: and its engineering applications |
topic | Engineering |
url | https://dx.doi.org/10.1007/978-3-319-22732-0 http://cds.cern.ch/record/2112761 |
work_keys_str_mv | AT raorvenkata teachinglearningbasedoptimizationalgorithmanditsengineeringapplications |