Ant colony optimization and applications / Stefka Fidanova.
Fidanova, Stefka, 1964- author.
2021
QA402.5 .F43 2021
Available Online

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Title Ant colony optimization and applications / Stefka Fidanova.
Author Fidanova, Stefka, 1964- author.
ISBN 9783030673802 (electronic bk.)
3030673804 (electronic bk.)
3030673790
9783030673796
DOI https://doi.org/10.1007/978-3-030-67380-2
Published Cham, Switzerland : Springer, [2021]
Language English
Description 1 online resource
Item Number 10.1007/978-3-030-67380-2 doi
Call Number QA402.5 .F43 2021
Dewey Decimal Classification 519.3
Summary This book is interesting and full of new ideas. It provokes the curiosity of the readers. The book targets both researchers and practitioners. The students and the researchers will acquire knowledge about ant colony optimization and its possible applications as well as practitioners will find new ideas and solutions of their combinatorial optimization and decision-making problems. Ant colony optimization is between the best method for solving difficult optimization problems arising in real life and industry. It has obtained distinguished results on some applications with very restrictive constraints. The reader will find theoretical aspects of ant method as well as applications on a variety of problems. The following applications could be mentioned: multiple knapsack problem, which is an important economical problem; grid scheduling problem; GPS surveying problem; E. coli cultivation modeling; wireless sensor network positioning; image edges detection; workforce planning.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Online resource; title from digital title page (viewed on March 29, 2021).
Series Studies in computational intelligence ; v. 947.
Available in Other Form Ant colony optimization and applications.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction
Ant Colony Optimization
Multiple Knapsack Problem
Grid Scheduling Problem
ACO for GPS Surveying Problem
ACO for E. coli Cultivation Model
ACO for Wireless Sensor Network Positioning.

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