Nature-inspired algorithms applications
by
 
Balamurugan, S., Prof. editor.

Title
Nature-inspired algorithms applications

Author
Balamurugan, S., Prof. editor.

ISBN
9781119681984
 
9781119681748

Physical Description
1 online resource

Series
Artificial intelligence and soft computing for industrial transformation
 
Artificial intelligence and soft computing for industrial transformation.

Contents
Introduction to Nature-Inspired Computing / NM Saravana Kumar, K Hariprasath, N Kaviyavarshini, A Kavinya -- Applications of Hybridized Algorithms and Novel Algorithms in the Field of Machine Learning / P Mary Jeyanthi, A Mansurali -- Efficiency of Finding Best Solutions Through Ant Colony Optimization (ACO) Technique / K Sasi Kala Rani, N Pooranam -- A Hybrid Bat-Genetic Algorithm-Based Novel Optimal Wavelet Filter for Compression of Image Data / Renjith V Ravi, Kamalraj Subramaniam -- A Swarm Robot for Harvesting a Paddy Field / N Pooranam, T Vignesh -- Firefly Algorithm / Anupriya Jain, Seema Sharma, Sachin Sharma -- The Comprehensive Review for Biobased FPA Algorithm / Meenakshi Rana -- Nature-Inspired Computation in Data Mining / Aditi Sharma -- Optimization Techniques for Removing Noise in Digital Medical Images / D Devasena, M Jagadeeswari, B Sharmila, K Srinivasan -- Performance Analysis of Nature-Inspired Algorithms in Breast Cancer Diagnosis / K Hariprasath, S Tamilselvi, N M Saravana Kumar, N Kaviyavarshini, S Balamurugan -- Applications of Cuckoo Search Algorithm for Optimization Problems / Akanksha Deep, Prasant Kumar Dash -- Mapping of Real-World Problems to Nature-Inspired Algorithm Using Goal-Based Classification and TRIZ / Sukharamwala Palak, Parmar Manojkumar.

Abstract
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. 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.

Local Note
John Wiley and Sons

Subject Term
Natural computation.
 
Calcul naturel.
 
Natural computation

Genre
Electronic books.

Added Author
Balamurugan, S., Prof.

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119681984


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book597190-1001QA76.9 .N37Wiley E-Kitap Koleksiyonu