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Teaching Learning Based Optimization Algorithm: And Its Engineering Applications
Kategorie	Beschreibung
036a	XA-DE
037b	eng
087q	978-3-319-22731-3
100	Rao, R. Venkata
331	Teaching Learning Based Optimization Algorithm
335	And Its Engineering Applications
403	1st ed. 2016
410	Cham ; s.l.
412	Springer International Publishing
425	2016
425a	2016
433	Online-Ressource (XVI, 284 p. 32 illus., 18 illus. in color, online resource)
451b	SpringerLink. Bücher
501	Description based upon print version of record
517	Introduction to optimizationAdvanced optimization techniques -- Elitist and Modified TLBO algorithms -- Applications of proposed E-TLBO and M-TLBO algorithms on constrained and unconstrained benchmark functions -- Design optimization of heat exchangers -- Design optimization of rotary regenerators -- Design optimization of cooling tower -- Optimization of combined Brayton and inverse Brayton cycle -- Design optimization of two-stage thermoelectric cooler -- Process parameter optimization of manufacturing processes using TLBO algorithm -- Design optimization of machine elements using TLBO algorithm and its versions -- Applications of TLBO algorithm in electrical engineering discipline -- Applications of TLBO algorithm in computer engineering discipline -- Applications of TLBO algorithm in civil and structural engineering disciplines -- Concluding remarks.
527	Druckausg.ISBN: 978-3-319-22731-3
540a	ISBN 978-3-319-22732-0
700	\|TEC016000
700	\|TBD
700	\|TEC016020
700	\|*90C90
700	\|90C59
700	\|90-02
700	\|90C29
700b	\|620.0042
700c	\|TA174
750	Introduction to optimization -- Advanced optimization techniques -- Elitist and Modified TLBO algorithms -- Applications of proposed E-TLBO and M-TLBO algorithms on constrained and unconstrained benchmark functions -- Design optimization of heat exchangers -- Design optimization of rotary regenerators -- Design optimization of cooling tower -- Optimization of combined Brayton and inverse Brayton cycle -- Design optimization of two-stage thermoelectric cooler -- Process parameter optimization of manufacturing processes using TLBO algorithm -- Design optimization of machine elements using TLBO algorithm and its versions -- Applications of TLBO algorithm in electrical engineering discipline -- Applications of TLBO algorithm in computer engineering discipline -- Applications of TLBO algorithm in civil and structural engineering disciplines -- Concluding remarks.
753	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.
012	455178933
081	Rao, R. Venkata: Teaching Learning Based Optimization Algorithm
100	Springer E-Book
125a	Elektronischer Volltext - Campuslizenz
655e	$uhttp://dx.doi.org/10.1007/978-3-319-22732-0