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Butterfly Optimization Algorithm: Theory and Engineering Applications (eBook)

Artikelnummer: 978-981-1937-67-5
Einband: PDF
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This book presents theory and applications of recently introduced butterfly optimization algorithm (BOA). It also highlights hybridization process in the basic structure of BOA with in-depth analysis of complexity. This book also describes the constraint handling process. The newly introduced variant is implemented and validated on a set of linear and nonlinear real works problems of engineering and pulp and paper industry. The simulated results are compared with most of the basic algorithms. Comparative and nonparametric statistical result analysis illustrates the efficacy of the algorithm. 

This book presents theory and applications of recently introduced butterfly optimization algorithm (BOA). It also highlights hybridization process in the basic structure of BOA with in-depth analysis of complexity. This book also describes the constraint handling process. The newly introduced variant is implemented and validated on a set of linear and nonlinear real works problems of engineering and pulp and paper industry. The simulated results are compared with most of the basic algorithms. Comparative and nonparametric statistical result analysis illustrates the efficacy of the algorithm. 

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VerlagSpringer Nature Singapore
EinbandPDF
Erscheinungsjahr2022
Seitenangabe86 S.
AusgabekennzeichenEnglisch
AbbildungenIX, 86 p. 28 illus., 17 illus. in color.
Masse2'744 KB
PlattformPDF
ReiheSpringerBriefs in Computational Intelligence; SpringerBriefs in Applied Sciences and Technology; Intelligent Technologies and Robotics; Intelligent Technologies and Robotics
AutorSharma, Tarun Kumar / Verma, Om Prakash

Alle Bände der Reihe "SpringerBriefs in Computational Intelligence; SpringerBriefs in Applied Sciences and Technology; Intelligent Technologies and Robotics; Intelligent Technologies and Robotics (R0)"

Über den Autor Tarun Kumar Sharma

Dr. Tarun K. Sharma holds Ph.D. in soft computing from IIT Roorkee. Presently he is associated with Shobhit University, Gangoh, Saharanpur, in the Department of Computer Science and Engineering, School of Engineering and Technology. He has supervised 10 Ph.D. and 7 M.Tech. dissertations. He has over 100+ research publications in his credit. He has co-edited 6 books. His research interest is artificial intelligence. He is Founding Member of International Conference on Soft Computing: Theories and Applications (SoCTA Series). Dr. Sumit Singh Dhanda is currently working as Associate Professor in School of Computer Science and Engineering in IILM University, Greater Noida. He has received B.Tech. and M.Tech. degrees in Electronics and Communication Engineering from Kurukshetra University, Kurukshetra, in 2005 and 2011, respectively. He has completed his Ph.D. from NIT Kurukshetra. During which, he has worked on the adaptation of Advanced Encryption Standard (AES-128) and Elliptic Curve Cryptography for the need of IoT devices. He has total experience of more than 18 years of teaching, industry, and research. He has presented research papers in various national and international conferences and more than 20 papers published in various national, international, and online journals. He has published 5 SCI, 14 Scopus-indexed papers. He is also Reviewer in various reputed international journals and conferences such as IEEE Communication Surveys and Tutorials and IEEE Internet of Things.

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