Nature-inspired computation and swarm intelligence : (Record no. 37754)
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| INTERNATIONAL STANDARD BOOK NUMBER | |
|---|---|
| International Standard Book Number | 9780128197141 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Call number | 006.38 NA TU |
| TITLE STATEMENT | |
| Title | Nature-inspired computation and swarm intelligence : |
| Subtitle | algorithms, theory and applications |
| Statement of responsibility, etc | Xin-She Yang |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | London : |
| Publisher | Academic Press, |
| Date | c2020. |
| PHYSICAL DESCRIPTION | |
| Extent | xxiii, 417 p. : |
| Other Details | ill. ; |
| Size | 24 cm. |
| GENERAL NOTE | |
| General note | Includes index. |
| CONTENTS | |
| Contents | Front Cover -- Nature-Inspired Computation and Swarm Intelligence -- Copyright -- Contents -- List of contributors -- About the editor -- Preface -- Acknowledgments -- Part 1 Algorithms -- 1 Nature-inspired computation and swarm intelligence: a state-of-the-art overview -- 1.1 Introduction -- 1.2 Optimization and optimization algorithms -- 1.2.1 Mathematical formulations -- 1.2.2 Gradient-based algorithms -- 1.2.3 Gradient-free algorithms -- 1.3 Nature-inspired algorithms for optimization -- 1.3.1 Genetic algorithms -- 1.3.2 Ant colony optimization -- 1.3.3 Differential evolution 1.3.4 Particle swarm optimization -- 1.3.5 Fire y algorithm -- 1.3.6 Cuckoo search -- 1.3.7 Bat algorithm -- 1.3.8 Flower pollination algorithm -- 1.3.9 Other algorithms -- 1.4 Algorithms and self-organization -- 1.4.1 Algorithmic characteristics -- 1.4.2 Comparison with traditional algorithms -- 1.4.3 Self-organized systems -- 1.5 Open problems for future research -- References -- 2 Bat algorithm and cuckoo search algorithm -- 2.1 Introduction -- 2.2 Bat algorithm -- 2.2.1 Algorithmic equations of BA -- 2.2.2 Pulse emission and loudness -- 2.2.3 Pseudocode and parameters 2.2.4 Demo implementation -- 2.3 Cuckoo search algorithm -- 2.3.1 Cuckoo search -- 2.3.2 Pseudocode and parameters -- 2.3.3 Demo implementation -- 2.4 Discretization and solution representations -- References -- 3 Fire y algorithm and ower pollination algorithm -- 3.1 Introduction -- 3.2 The re y algorithm -- 3.2.1 Algorithmic equations in FA -- 3.2.2 FA pseudocode -- 3.2.3 Scalings and parameters -- 3.2.4 Demo implementation -- 3.2.5 Multiobjective FA -- 3.3 Flower pollination algorithm -- 3.3.1 FPA pseudocode and parameters -- 3.3.2 Demo implementation -- 3.4 Constraint handling 3.5 Applications -- References -- 4 Bio-inspired algorithms: principles, implementation, and applications to wireless communication -- 4.1 Introduction -- 4.2 Selected bio-inspired techniques: principles and implementation -- 4.2.1 Genetic algorithm -- 4.2.2 Differential evolution -- 4.2.3 Particle swarm optimization -- 4.2.4 Bacterial foraging optimization -- 4.3 Application of bio-inspired optimization techniques in wireless communication -- 4.3.1 Bio-inspired techniques for direct modeling application -- 4.3.2 Bio-inspired techniques for inverse modeling application 4.3.3 Bio-inspired techniques for mobility management in cellular networks -- 4.3.4 Bio-inspired techniques for cognitive radio-based Internet of Things -- 4.4 Conclusion -- References -- Part 2 Theory -- 5 Mathematical foundations for algorithm analysis -- 5.1 Introduction -- 5.2 Optimization and optimality -- 5.3 Norms -- 5.4 Eigenvalues and eigenvectors -- 5.5 Convergence sequences -- 5.6 Series -- 5.7 Computational complexity -- 5.8 Convexity -- References -- 6 Probability theory for analyzing nature-inspired algorithms -- 6.1 Introduction -- 6.2 Random variables and probability |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Heading | Natural computation |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Heading | Swarm intelligence |
| ADDED ENTRY | |
| Name | Yang, Xin-She, |
| Role | Edited by |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://uowd.box.com/s/vputfhdosh2virihawmxbswm3z4qgk21 |
| Public note | Location Map |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| -- | 35190 |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| -- | 32019 |
| ADDED ENTRY | |
| -- | 39168 |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent location | Current location | Shelving location | Date acquired | Source of acquisition | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2021-05-06 | AMAUK | 006.38 NA TU | T0064801 | 2024-03-26 | 2020-07-15 | REGULAR | ||||
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2021-05-06 | AMAUK | 006.38 NA TU | T0065186 | 2021-05-06 | 2021-05-06 | REGULAR |