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Ant Colony Optimization and Applications / by Stefka Fidanova.

By: Fidanova, Stefka, autor
Material type: materialTypeLabelE-bookSeries: (Studies in Computational Intelligence, 1860-949X; 947); (Intelligent Technologies and Robotics (SpringerNature-42732)); (Intelligent Technologies and Robotics (R0) (SpringerNature-43728)).Publisher: Cham : Springer International Pulishing, 2021Edition: First edition 2021.Description: 1 recurso en línea (XIII, 126 páginas) : 28 ilustraciones, 9 ilustraciones a color.ISBN: 9783030673802.Subject: Inteligencia artificial | Optimización matemáticaOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
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.
Abstract: 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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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA402.5 2021 EB (Browse shelf(Opens below)) Acceso electrónico eBook.14032097
Total holds: 0

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.

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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