Nature-Inspired Computing and Optimization

Released on by Srikanta Patnaik
preview-18

  • Nature-Inspired Computing and Optimization Book Detail

  • Author : Srikanta Patnaik
  • Release Date : 2017-03-07
  • Publisher : Springer
  • Genre : Technology & Engineering
  • Pages : 506
  • ISBN 13 : 3319509209
  • File Size : 69,69 MB
DOWNLOAD BOOK

Nature-Inspired Computing and Optimization by Srikanta Patnaik PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own Nature-Inspired Computing and Optimization books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.