Optimizing Engineering Problems Through Heuristic Techniques (Record no. 6365)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05773cam a2200553Mu 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781351049580 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240213122834.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191207s2019 flu o 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351049573 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351049577 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351049580 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351049585 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351049566 |
| Qualifying information | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351049569 |
| Qualifying information | (electronic bk. : EPUB) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1130015658 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1130015658 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QC174.85 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 021030 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MAT |
| Subject category code subdivision | 029010 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC |
| Subject category code subdivision | 009060 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | KJT |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 530.2 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kumar, K. |
| Fuller form of name | (Kaushik), |
| Dates associated with a name | 1968- |
| 245 10 - TITLE STATEMENT | |
| Title | Optimizing Engineering Problems Through Heuristic Techniques |
| Medium | [electronic resource]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press LLC, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (151 p.). |
| 490 1# - SERIES STATEMENT | |
| Series statement | Science, Technology, and Management Ser. |
| 500 ## - GENERAL NOTE | |
| General note | Description based upon print version of record. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover; Half Title; Series Page; Title Page; Copyright Page; Contents; Preface; Authors; Section I: Introduction to Heuristic Optimization; Chapter 1 Optimization Using Heuristic Search: An Introduction; 1.1 Introduction; 1.2 The Optimization Problem; 1.2.1 Local Versus Global Optima; 1.3 Categorization of Optimization Techniques; 1.4 Requirement of Heuristics and Their Characteristics; 1.5 Performance Measures for Heuristics; 1.6 Classification of Heuristics; 1.7 Conclusion; Section II: Description of Heuristic Optimization Techniques; Part I: Evolutionary Techniques |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Chapter 2 Genetic Algorithm2.1 Introduction; 2.2 Genetic Algorithm; 2.3 Competent Genetic Algorithm; 2.4 Improvements in Genetic Algorithms; 2.5 Conclusion; Chapter 3 Particle Swarm Optimization Algorithm; 3.1 Introduction; 3.2 Basics of Particle Swarm Optimization Approach; 3.2.1 Structure of Standard PSO; 3.2.2 Some Definitions; 3.3 PSO Algorithm; 3.4 Some Modified PSO Algorithms; 3.4.1 Quantum-Behaved PSO; 3.4.2 Chaotic PSO; 3.4.3 Time Varying Acceleration Coefficient-Based PSO; 3.4.4 Simpliefid PSO; 3.5 Benefits of PSO Algorithm; 3.6 Applications of PSO; 3.7 Conclusion |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part II: Nature-Based TechniquesChapter 4 Ant Colony Optimization; 4.1 Introduction; 4.2 Components and Goals of ACO; 4.3 Traditional Approaches of ACO; 4.3.1 Ant System; 4.3.2 Max-Min Ant System; 4.3.3 Quantum Ant Colony Optimization; 4.3.4 Cooperative Genetic Ant System; 4.3.5 Cunning Ant System; 4.3.6 Model Induced Max-Min Ant System; 4.3.7 Ant Colony System; 4.4 Engineering Applications of Ant Colony Optimization Algorithm; 4.5 Conclusion; Chapter 5 Bees Algorithm; 5.1 Introduction; 5.2 Basic Version of Bees Algorithm; 5.3 Improvements on Bees Algorithm |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.3.1 Improvements Associated with Setting and Tuning of Parameters5.3.2 Improvements Considered on the Local and Global Search Phase; 5.3.3 Improvements Made in the Initialization of the Problem; 5.4 Conclusion; Chapter 6 Firefly Algorithm; 6.1 Introduction; 6.2 Biological Foundations; 6.3 Structure of Firefly Algorithm; 6.4 Characteristics of Firefly Algorithm; 6.5 Variants of Firefly Algorithm; 6.5.1 Modie Variants of Firefly Algorithm; 6.5.2 Hybrid Variants of Firefly Algorithm; 6.6 Engineering Applications of Firefly Algorithm; 6.7 Conclusion; Chapter 7 Cuckoo Search Algorithm |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 7.1 Introduction7.2 Cuckoo Search Methodology; 7.3 Variants of Cuckoo Search Algorithm; 7.3.1 Adaptive Cuckoo Search Algorithm; 7.3.2 Self-Adaptive Cuckoo Search Algorithm; 7.3.3 Cuckoo Search Clustering Algorithm; 7.3.4 Novel Adaptive Cuckoo Search Algorithm; 7.3.5 Cuckoo Search Algorithm Based on Self-Learning Criteria; 7.3.6 Discrete Cuckoo Search Algorithm; 7.3.7 Differential Evolution and Cuckoo Search Algorithm; 7.3.8 Cuckoo Inspired Fast Search; 7.3.9 Cuckoo Search Algorithm Integrated with Membrane Communication Mechanism; 7.3.10 Master-Leader-Slave Cuckoo |
| 500 ## - GENERAL NOTE | |
| General note | 7.3.11 Cuckoo Search Algorithm with Wavelet Neural Network Model |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book will cover heuristic optimization techniques and applications in engineering problems. The book will be divided into three sections that will provide coverage of the techniques, which can be employed by engineers, researchers, and manufacturing industries, to improve their productivity with the sole motive of socio-economic development. This will be the first book in the category of heuristic techniques with relevance to engineering problems and achieving optimal solutions. Features Explains the concept of optimization and the relevance of using heuristic techniques for optimal solutions in engineering problems Illustrates the various heuristics techniques Describes evolutionary heuristic techniques like genetic algorithm and particle swarm optimization Contains natural based techniques like ant colony optimization, bee algorithm, firefly optimization, and cuckoo search Offers sample problems and their optimization, using various heuristic techniques |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | OCLC-licensed vendor bibliographic record. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Database Management / Data Mining |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICS / Probability & Statistics / Bayesian Analysis |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | TECHNOLOGY / Engineering / Industrial |
| Source of heading or term | bisacsh |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Open systems (Physics) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zindani, Divya, |
| Dates associated with a name | 1989- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Davim, J. Paulo. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9781351049580">https://www.taylorfrancis.com/books/9781351049580</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | <a href="http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf">http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf</a> |
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