Nature-Inspired Algorithms and Applications
- 5h
- Dr. Anupriya Jain, Dr. Dinesh Goyal, Dr. S. Balamurugan, Dr. Sonia Duggal, Mr. Sachin Sharma, Seema Sharma
- John Wiley & Sons (US)
- 2021
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, which will make this book a handy reference guide.
About the Author
Dr. S. Balamurugan, Director- Research &Development, Intelligent Research Consultancy Services(iRCS). Coimbatore, Tamilnadu, India
Dr. Anupriya Jain, Associate Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana
Mr. Sachin Sharma, Assistant Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana
Dr. Dinesh Goyal is currently working as Professor Computer science and Engineering at Poornima Institute of Engineering & Technology & Director Engineering.
Dr. Sonia Duggal, Assistant Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana
Ms Seema Sharma is currently working as Assistant Professor in Faculty of Computer Applications, ManavRachna International Institute of Research and Studies, Faridabad.
In this Book
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Introduction to Nature-Inspired Computing
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Applications of Hybridized Algorithms and Novel Algorithms in the Field of Machine Learning
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Efficiency of Finding Best Solutions Through Ant Colony Optimization (ACO) Technique
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A Hybrid Bat-Genetic Algorithm–Based Novel Optimal Wavelet Filter for Compression of Image Data
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A Swarm Robot for Harvesting a Paddy Field
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Firefly Algorithm
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The Comprehensive Review for Biobased FPA Algorithm
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Nature-Inspired Computation in Data Mining
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Optimization Techniques for Removing Noise in Digital Medical Images
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Performance Analysis of Nature-Inspired Algorithms in Breast Cancer Diagnosis
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Applications of Cuckoo Search Algorithm for Optimization Problems
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Mapping of Real-World Problems to Nature-Inspired Algorithm Using Goal-Based Classification and TRIZ
