<p>The purpose of designing this book is to portray certain practical applications of nature-inspired computation in machine learning for the better understanding of the world around us. The focus is to portray and present recent developments in the areas where nature- inspired algorithms are specif
Nature Inspired Algorithms and Their Applications
β Scribed by S. Balamurugan (editor), Anupriya Jain (editor), Sachin Sharma (editor), Dinesh Goyal (editor), Sonia Duggal (editor), Seema Sharma (editor)
- Publisher
- Wiley-Scrivener
- Year
- 2021
- Tongue
- English
- Leaves
- 384
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
The purpose of designing this book is to portray certain practical applications of nature-inspired computation in machine learning for the better understanding of the world around us. The focus is to portray and present recent developments in the areas where nature- inspired algorithms are specifically designed and applied to solve complex real-world problems in data analytics and pattern recognition, by means of domain-specific solutions.Β Various nature-inspired algorithms and their multidisciplinary applications (in mechanical engineering, electrical engineering, machine learning, image processing, data mining and wireless network domains are detailed, which will make this book a handy reference guide.
π SIMILAR VOLUMES
ΠΠ·Π΄Π°ΡΠ΅Π»ΡΡΡΠ²ΠΎ InTech, 2012, -432 pp.<div class="bb-sep"></div>In recent years, there has been a growing interest in the use of biology as a source of inspiration for solving practical problems. These emerging techniques are often referred to as bio-inspired computational algorithms. The purpose of bi
<p><p>This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case s
This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies