Nature-inspired algorithms applications için kapak resmi
Başlık:
Nature-inspired algorithms applications
Yazar:
Balamurugan, S., Prof. editor.
ISBN:
9781119681984

9781119681748
Fiziksel Tanımlama:
1 online resource
Seri:
Artificial intelligence and soft computing for industrial transformation

Artificial intelligence and soft computing for industrial transformation.
İçerik:
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.
Özet:
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.
Notlar:
John Wiley and Sons
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