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Ant Colony Optimization and Applications

Autor Stefka Fidanova
en Limba Engleză Paperback – mar 2022
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.
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Specificații

ISBN-13: 9783030673826
ISBN-10: 3030673820
Pagini: 140
Ilustrații: XIII, 125 p. 28 illus., 9 illus. in color.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.22 kg
Ediția:1st ed. 2021
Editura: Springer
Locul publicării:Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Presents recent research on Ant Colony Optimization and Applications Is a well-written book full of new ideas Includes result of the author’s work, over the last 20 years, on applying Ant Colony Optimization to a variety of problems coming from real life and Industry