國立高雄大學圖資館 |

Language: English

Back

Jayaan advanced optimization algorit...

Rao, Ravipudi Venkata.

Jayaan advanced optimization algorithm and its engineering applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Jayaby Ravipudi Venkata Rao.
Reminder of title:	an advanced optimization algorithm and its engineering applications /
Author:	Rao, Ravipudi Venkata.
Published:	Cham :Springer International Publishing :2019.
Description:	xvii, 334 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical optimization.
Online resource:	http://dx.doi.org/10.1007/978-3-319-78922-4
ISBN:	9783319789224$q(electronic bk.)

Jayaan advanced optimization algorithm and its engineering applications /
Rao, Ravipudi Venkata.

Jayaan advanced optimization algorithm and its engineering applications /[electronic resource] :by Ravipudi Venkata Rao. - Cham :Springer International Publishing :2019. - xvii, 334 p. :ill., digital ;24 cm.

1.Introduction to Optimization -- 2.Jaya Optimization Algorithm -- 3.Application of Jaya Algorithm On Single Objective Unconstrained And Unconstrained Benchmark Functions -- 4.Application of Jaya Algorithm On Multi-objective Unconstrained And Constrained Benchmark Functions -- 5.Application of Jaya Algorithm On Constrained Benchmark Mechanical Design Problems -- 6.Single And Multi-objective Design Optimization of Different Types of Mechanical Elements Using Jaya Algorithm -- 7.Single And Multi-objective Design Optimization of Heat Exchangers Using Jaya Algorithm -- 8.Single and Multi-objective Design Optimization of Heat Sinks Using Jaya Algorithm -- 9.Single and Multi-objective Design Optimization of Mechanical Draft Cooling Towers Using Jaya Algorithm -- 10.Robot Path Planning Using Jaya Algorithm -- 11.Multiobjective Optimization of Design and Manufacturing Tolerances Using Jaya Algorithm -- 12.Single and Multiobjective Optimization of Traditional and Modern Machining and Nano-finishing Processes Using Jaya Algorithm -- 13.Single and Multiobjective Optimization of Advanced Casting Processes Using Jaya Algorithm -- 14.Applications of Jaya Algorithm to Different Engineering and Science Disciplines -- 15.Concluding Remarks -- Appendix: Jaya Algorithm Codes for Multiobjective Unconstrained and Constrained Optimization Problems.

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.

ISBN: 9783319789224$q(electronic bk.)

Standard No.: 10.1007/978-3-319-78922-4doiSubjects--Topical Terms:

183292
Mathematical optimization.

LC Class. No.: QA402.5 / .R367 2019

Dewey Class. No.: 519.6

Jayaan advanced optimization algorithm and its engineering applications /
LDR:03451nmm a2200313 a 4500 001 550310
003 DE-He213
005 20180609130650.0
006 m d
007 cr nn 008maaau
008 191004s2019 gw s 0 eng d
020 $a 9783319789224$q(electronic bk.)
020 $a 9783319789217$q(paper)
024 7 $a 10.1007/978-3-319-78922-4 $2 doi
035 $a 978-3-319-78922-4
040 $a GP $c GP
041 0 $a eng
050 4 $a QA402.5 $b .R367 2019
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 519.6 $2 23
090 $a QA402.5 $b .R215 2019
100 1 $a Rao, Ravipudi Venkata. $3 830098
245 1 0 $a Jaya $h [electronic resource] : $b an advanced optimization algorithm and its engineering applications / $c by Ravipudi Venkata Rao.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a xvii, 334 p. : $b ill., digital ; $c 24 cm.
505 0 $a 1.Introduction to Optimization -- 2.Jaya Optimization Algorithm -- 3.Application of Jaya Algorithm On Single Objective Unconstrained And Unconstrained Benchmark Functions -- 4.Application of Jaya Algorithm On Multi-objective Unconstrained And Constrained Benchmark Functions -- 5.Application of Jaya Algorithm On Constrained Benchmark Mechanical Design Problems -- 6.Single And Multi-objective Design Optimization of Different Types of Mechanical Elements Using Jaya Algorithm -- 7.Single And Multi-objective Design Optimization of Heat Exchangers Using Jaya Algorithm -- 8.Single and Multi-objective Design Optimization of Heat Sinks Using Jaya Algorithm -- 9.Single and Multi-objective Design Optimization of Mechanical Draft Cooling Towers Using Jaya Algorithm -- 10.Robot Path Planning Using Jaya Algorithm -- 11.Multiobjective Optimization of Design and Manufacturing Tolerances Using Jaya Algorithm -- 12.Single and Multiobjective Optimization of Traditional and Modern Machining and Nano-finishing Processes Using Jaya Algorithm -- 13.Single and Multiobjective Optimization of Advanced Casting Processes Using Jaya Algorithm -- 14.Applications of Jaya Algorithm to Different Engineering and Science Disciplines -- 15.Concluding Remarks -- Appendix: Jaya Algorithm Codes for Multiobjective Unconstrained and Constrained Optimization Problems.
520 $a 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.
650 0 $a Mathematical optimization. $3 183292
650 0 $a Engineering mathematics. $3 182072
650 1 4 $a Engineering. $3 210888
650 2 4 $a Computational Intelligence. $3 338479
650 2 4 $a Engineering Thermodynamics, Heat and Mass Transfer. $3 338996
650 2 4 $a Optimization. $3 274084
650 2 4 $a Mechanical Engineering. $3 273894
650 2 4 $a Industrial and Production Engineering. $3 273753
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-78922-4
950 $a Engineering (Springer-11647)