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020 _a9783319227320
024 7 _a10.1007/978-3-319-22732-0
_2doi
040 _aES-MaUEC
050 4 _aQA76.9.A43
_bR36 2016 EB
082 0 4 _a620.0042
100 1 _aRao, R. Venkata
_0local
_997380
_0Local
245 1 0 _aTeaching Learning Based Optimization Algorithm :
_bAnd Its Engineering Applications
_cby R Venkata Rao
250 _a1st ed.
264 1 _aCham
_bSpringer International Publishing
_c2016
300 _a1 recurso en línea (XVI, 284 p.)
_b32 ilustraciones, 14 ilustraciones en color
336 _aTexto (visual)
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
505 0 _aIntroduction 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.
520 3 _aDescribing 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{u2019} 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.
650 7 _aAlgoritmos computacionales
_0comprobar BNE19970282653
_2embne
_9151819
650 0 7 _aMatemáticas discretas
_0LocalX
_2embne
_9160233
650 7 _aAprendizaje automático
_2embne
_9166090
710 2 _aSpringerLink (Online service)
_0Local
_9106996
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-22732-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
901 _ai9783319227320
907 _a.b12941402
_b11-11-17
_c21-11-16
942 _2lcc
_cLE
945 _aQA76.9.A43 R36 2016 EB
_g1
_ieBOOK
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988 _aEBOOK, EBSPRINGER
998 _am
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