Nature-Inspired Algorithms and Applications
Autor: | S. Balamurugan, Anupriya Jain, Sachin Sharma, Dinesh Goyal, Sonia Duggal, Seema Sharma |
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EAN: | 9781119681991 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 18.11.2021 |
Kategorie: | |
Schlagworte: | <p>Ant; Genetic; Bee; Artificial; Swarm; Intelligence; Particle; Swirl; Firefly; Cuckoo; Flower; Pollination; Machine Learning; Data Mining; Artificial Intelligence; Soft Computing; Evolutionary; Optimization; Heuristic; Nature-Inspired; Techni |
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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.
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 Sharmais currently working as Assistant Professor in Faculty of Computer Applications, ManavRachna International Institute of Research and Studies, Faridabad.