Ant Colony Optimization (Record no. 58529)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03123nam a22002897a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20211021112435.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211021b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788120326842 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | :Donated from Mathematical Dept |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.6 DOR |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Dorigo, Marco; |
| 245 ## - TITLE STATEMENT | |
| Title | Ant Colony Optimization |
| Statement of responsibility, etc | / Marco Dorigo |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Cambridge, Mass. |
| Name of publisher, distributor, etc | : MIT Press, |
| Date of publication, distribution, etc | ©2004. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 305 page |
| Dimensions | 24cm |
| 365 ## - TRADE PRICE | |
| Price amount | Donated |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents note | Preface; Acknowledgments; 1 --<br/>From Real to Artificial Ants; 2 --<br/>The Ant Colony Optimization Metaheuristic; 3 --<br/>Ant Colony Optimization Algorithms for the Traveling Salesman Problem; 4 --<br/>Ant Colony Optimization Theory; 5 --<br/>Ant Colony Optimization for NP-Hard Problems; 6 --<br/>AntNet: An ACO Algorithm for Data Network Routing; 7 --<br/>Conclusions and Prospects for the Future; Appendix: Sources of Information about the ACO Field; References; Index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | <br/>An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Probabilities and applied mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical optimization. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Ants -- Behavior -- Mathematical models. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MATHEMATICS -- Optimization. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTER SCIENCE/General |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dorigo, Marco; |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Stützle, Thomas |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Mathematics Departmental Library |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | Mathematics Departmental Library | Mathematics Departmental Library | 21/10/2021 | Donated from Dr. Ambar Habib | 0.00 | 519.6 DOR | M195 | 21/10/2021 | 21/10/2021 | Mathematics Departmental Library |
