Overview
- Presents new models and optimization techniques to make engineering tasks more logical, efficient and effective
- Covers the design optimization aspect of many engineering disciplines
- Includes algorithms and computer codes for different versions of TLBO algorithms
- Includes supplementary material: sn.pub/extras
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Table of contents (15 chapters)
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Front Matter
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Back Matter
Keywords
About this book
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.
Authors and Affiliations
About the author
Dr. R. Venkata Rao is a Professor in the Department of Mechanical Engineering, S.V. National Institute of Technology, Surat, India. He has more than 25 years of teaching and research experience. He was deputed thrice to the Asian Institute of Technology, Bangkok, Thailand as a visiting Professor. He gained his B.Tech in 1988, M.Tech in 1991, and Ph.D. in 2002. Dr. Rao's research interests include: CAD/CAM, CIMS, advanced optimization methods, and fuzzy multiple attribute decision making methods. He has published about 300 research papers in national and international journals and conference proceedings and received national and international awards for best research work. He has been a reviewer to many national and international journals and on the editorial boards of few International journals. He had already authored four books entitled “Decision Making in the Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods (Volume 1 (2007) and Volume 2 (2013))” and “Advanced Modeling and Optimization of Manufacturing Processes: International Research and Development (2010)” and “Mechanical Design Optimization Using Advanced Optimization Techniques (2012)” and all these books were published by Springer Verlag, UK.
Bibliographic Information
Book Title: Teaching Learning Based Optimization Algorithm
Book Subtitle: And Its Engineering Applications
Authors: R. Venkata Rao
DOI: https://doi.org/10.1007/978-3-319-22732-0
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-22731-3Published: 23 November 2015
Softcover ISBN: 978-3-319-37130-6Published: 23 August 2016
eBook ISBN: 978-3-319-22732-0Published: 14 November 2015
Edition Number: 1
Number of Pages: XVI, 284
Number of Illustrations: 18 b/w illustrations, 14 illustrations in colour
Topics: Engineering Design, Computer-Aided Engineering (CAD, CAE) and Design, Computational Science and Engineering