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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Rao, R. Venkata (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Engineering design.
Computer-aided engineering.
Mathematics-Data processing.
Engineering Design.
Computer-Aided Engineering (CAD, CAE) and Design.
Computational Science and Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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