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Jaya: An Advanced Optimization Algorithm and its Engineering Applications
Af: Ravipudi Venkata Rao
Engelsk
Bogcover for Jaya: An Advanced Optimization Algorithm and its Engineering Applications af Ravipudi Venkata Rao, 9783030076801
Specifikationer
Sprog:
Engelsk
Sider:
334
ISBN-13:
9783030076801
Indbinding:
Paperback
ISBN-10:
3030076806
Kategori:
Udg. Dato:
19 jan 2019
Størrelse i cm:
23,5 x 15,5
Forlag:
Oplagsdato:
19 jan 2019
Forfatter(e):
Genre:

Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Af: Ravipudi Venkata Rao
Engelsk
Format:
Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
334
ISBN-13:
9783030076801
Indbinding:
Paperback
ISBN-10:
3030076806
Kategori:
Udg. Dato:
19 jan 2019
Størrelse i cm:
23,5 x 15,5
Forlag:
Oplagsdato:
19 jan 2019
Forfatter(e):
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