Teaching Learning Based Optimization Algorithm And Its Engineering Applications /

• Κύριος συγγραφέας: Rao, R. Venkata (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Θέματα: Engineering.; Computer-aided engineering.; Computer mathematics.; Engineering design.; Engineering Design.; Computer-Aided Engineering (CAD, CAE) and Design.; Computational Science and Engineering.

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...

Πίνακας περιεχομένων:

• 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.