國立虎尾科技大學 |

Intelligent Algorithms for Analysis and Control of Dynamical Systems

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Intelligent Algorithms for Analysis and Control of Dynamical Systems/ edited by Rajesh Kumar, V. P. Singh, Akhilesh Mathur.
other author:	Kumar, Rajesh.
Description:	XIII, 197 p. 116 illus., 93 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	https://doi.org/10.1007/978-981-15-8045-1
ISBN:	9789811580451

Intelligent Algorithms for Analysis and Control of Dynamical Systems
Intelligent Algorithms for Analysis and Control of Dynamical Systems[electronic resource] /edited by Rajesh Kumar, V. P. Singh, Akhilesh Mathur. - 1st ed. 2021. - XIII, 197 p. 116 illus., 93 illus. in color.online resource. - Algorithms for Intelligent Systems,2524-7573. - Algorithms for Intelligent Systems,.

Chapter 1. Improving Transient Response of Cuk Converters Using Artificial Neural Network Based Controller -- Chapter 2. Global Best Guided Crow Search Algorithm for Optimization Problems -- Chapter 3. Artificial Intelligent based Sliding mode Controller for State Feedback Discrete-time System -- Chapter 4.A Comparative Study of Four Genetic Algorithm based Crossover Operators for Solving Travelling Salesman Problem -- Chapter 5. Modified Eigen Permutation Based Model Simplification of LTI Systems using Evolutionary Algorithm -- Chapter 6. A Mixed Approach for Model Reduction Using Differential Evolution and Eigen Permutation -- Chapter 7. Simulation Studies of Inverted Pendulum Based on VSC Using Whale Optimization Algorithm -- Chapter 8. Vision Based Fault Detection and Parameter Identification for Flight Control Law Reconfiguration -- Chapter 9. Development of Hardware-in-the-Loop Test Bench for Automation of After-Treatment Control Systems Tests -- Chapter 10. Intelligent Control System for Water Pollutant Monitoring using ANN And Fuzzy Logic. .

This book explores various intelligent algorithms including evolutionary algorithms, swarm intelligence-based algorithms for analysis and control of dynamical systems. Both single-input–single-output (SISO) and multi-input–multi-output (MIMO) systems are explored for analysis and control purposes. The applications of intelligent algorithm vary from approximation to optimal control design. The applications of intelligent algorithms not only improve understanding of a dynamical system but also enhance the control efficacy. The intelligent algorithms are now readily applied to all fields of control including linear control, nonlinear control, digital control, optimal control, etc. The book also discusses the main benefits attained due to the application of algorithms to analyze and control.

ISBN: 9789811580451

Standard No.: 10.1007/978-981-15-8045-1doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Intelligent Algorithms for Analysis and Control of Dynamical Systems
LDR:03350nam a22004095i 4500 001 1046129
003 DE-He213
005 20210817031110.0
007 cr nn 008mamaa
008 220103s2021 si | s |||| 0|eng d
020 $a 9789811580451 $9 978-981-15-8045-1
024 7 $a 10.1007/978-981-15-8045-1 $2 doi
035 $a 978-981-15-8045-1
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Intelligent Algorithms for Analysis and Control of Dynamical Systems $h [electronic resource] / $c edited by Rajesh Kumar, V. P. Singh, Akhilesh Mathur.
250 $a 1st ed. 2021.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a XIII, 197 p. 116 illus., 93 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Algorithms for Intelligent Systems, $x 2524-7573
505 0 $a Chapter 1. Improving Transient Response of Cuk Converters Using Artificial Neural Network Based Controller -- Chapter 2. Global Best Guided Crow Search Algorithm for Optimization Problems -- Chapter 3. Artificial Intelligent based Sliding mode Controller for State Feedback Discrete-time System -- Chapter 4.A Comparative Study of Four Genetic Algorithm based Crossover Operators for Solving Travelling Salesman Problem -- Chapter 5. Modified Eigen Permutation Based Model Simplification of LTI Systems using Evolutionary Algorithm -- Chapter 6. A Mixed Approach for Model Reduction Using Differential Evolution and Eigen Permutation -- Chapter 7. Simulation Studies of Inverted Pendulum Based on VSC Using Whale Optimization Algorithm -- Chapter 8. Vision Based Fault Detection and Parameter Identification for Flight Control Law Reconfiguration -- Chapter 9. Development of Hardware-in-the-Loop Test Bench for Automation of After-Treatment Control Systems Tests -- Chapter 10. Intelligent Control System for Water Pollutant Monitoring using ANN And Fuzzy Logic. .
520 $a This book explores various intelligent algorithms including evolutionary algorithms, swarm intelligence-based algorithms for analysis and control of dynamical systems. Both single-input–single-output (SISO) and multi-input–multi-output (MIMO) systems are explored for analysis and control purposes. The applications of intelligent algorithm vary from approximation to optimal control design. The applications of intelligent algorithms not only improve understanding of a dynamical system but also enhance the control efficacy. The intelligent algorithms are now readily applied to all fields of control including linear control, nonlinear control, digital control, optimal control, etc. The book also discusses the main benefits attained due to the application of algorithms to analyze and control.
650 0 $a Computational intelligence. $3 568984
650 0 $a Algorithms. $3 527865
650 0 $a Control engineering. $3 1249728
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Control and Systems Theory. $3 1211358
700 1 $a Kumar, Rajesh. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1100825
700 1 $a Singh, V. P. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 670441
700 1 $a Mathur, Akhilesh. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1349642
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811580444
776 0 8 $i Printed edition: $z 9789811580468
776 0 8 $i Printed edition: $z 9789811580475
830 0 $a Algorithms for Intelligent Systems, $x 2524-7565 $3 1313417
856 4 0 $u https://doi.org/10.1007/978-981-15-8045-1
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)