Nature-Inspired Computing and Optimization

Theory and Applications

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Nature-Inspired Computing and Optimization by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319509204
Publisher: Springer International Publishing Publication: March 7, 2017
Imprint: Springer Language: English
Author:
ISBN: 9783319509204
Publisher: Springer International Publishing
Publication: March 7, 2017
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Women of Words in Le Morte Darthur by
Cover of the book Muslims, Trust and Multiculturalism by
Cover of the book Psychology of Career Adaptability, Employability and Resilience by
Cover of the book From Cave Man to Cave Martian by
Cover of the book Heavy Metal Contamination of Soils by
Cover of the book Descriptional Complexity of Formal Systems by
Cover of the book Comparative Criminology in Asia by
Cover of the book The Pathology of Cardiac Transplantation by
Cover of the book Financial Crises, Sovereign Risk and the Role of Institutions by
Cover of the book Dynamic Products by
Cover of the book Kelvin Probe Force Microscopy by
Cover of the book Breast Cancer Metastasis and Drug Resistance by
Cover of the book Analytical Decision-Making Methods for Evaluating Sustainable Transport in European Corridors by
Cover of the book Endocannabinoids by
Cover of the book Advances in Multimedia Information Processing – PCM 2017 by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy