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  3. Teknisk termodynamik

Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Af: Ravipudi Venkata Rao Engelsk Paperback

Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Af: Ravipudi Venkata Rao Engelsk Paperback
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This book introduces readers to the "Jaya" algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering.

In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.


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This book introduces readers to the "Jaya" algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering.

In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.


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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 334
ISBN-13: 9783030076801
Indbinding: Paperback
Udgave:
ISBN-10: 3030076806
Kategori: Teknisk termodynamik
Udg. Dato: 19 jan 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 19 jan 2019
Forfatter(e): Ravipudi Venkata Rao
Forfatter(e) Ravipudi Venkata Rao

Kategori Teknisk termodynamik

ISBN-13 9783030076801

Sprog Engelsk

Indbinding Paperback

Sider 334

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 19 jan 2019

Oplagsdato 19 jan 2019

Forlag Springer Nature Switzerland AG

Kategori sammenhænge