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Nature-Inspired Computing and Optimization - 9783319509198

Description: Nature-Inspired Computing and Optimization Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Theory and Applications Author(s): Srikanta Patnaik, Xin-She Yang, Kazumi Nakamatsu Format: Hardback Publisher: Springer International Publishing AG, Switzerland Imprint: Springer International Publishing AG ISBN-13: 9783319509198, 978-3319509198 Synopsis The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.

Price: 112.81 GBP

Location: Aldershot

End Time: 2024-09-22T11:45:19.000Z

Shipping Cost: 39.71 GBP

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Nature-Inspired Computing and Optimization - 9783319509198

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Book Title: Nature-Inspired Computing and Optimization

Item Height: 235 mm

Item Width: 155 mm

Series: Modeling and Optimization in Science and Technologies

Author: Srikanta Patnaik, Kazumi Nakamatsu, Xin-She Yang

Publication Name: Nature-Inspired Computing and Optimization: Theory and Applications

Format: Hardcover

Language: English

Publisher: Springer International Publishing A&G

Subject: Engineering & Technology, Computer Science, Mathematics, Management

Publication Year: 2017

Type: Textbook

Item Weight: 8926 g

Number of Pages: 494 Pages

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