The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International Conference on Harmony Search, Soft Computing and Applications held at Virtual Conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
Format: Paperback / softback
CONTRIBUTORS: Joong Hoon Kim
EAN: 9789811929502
COUNTRY: Singapore
PAGES: 522
WEIGHT: 961 g
HEIGHT: 235 mm
PUBLISHED BY: Springer Verlag, Singapore
DATE PUBLISHED: 2023-09-03
CITY:
GENRE: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Programming / Algorithms, MATHEMATICS / Probability & Statistics / General, TECHNOLOGY & ENGINEERING / Engineering (General)
WIDTH: 155 mm
SPINE:
Book Themes:
Algorithms and data structures, Artificial intelligence, Machine learning
Professor Kim, dean of Engineering College of Korea University, obtained his Ph.D. degree from the University of Texas at Austin in 1992 with the thesis title “Optimal replacement/rehabilitation model for water distribution systems”. Prof. Kim’s major areas of interest include: optimal design and management of water distribution systems, application of optimization techniques to various engineering problems, and development and application of evolutionary algorithms. He has been the faculty of School of Civil, Environmental and Architectural Engineering at Korea University since 1993 and is now serving as the dean of Engineering College. He has hosted international conferences including APHW 2013, ICHSA 2014 and 2015, and HIC 2016 and has given keynote speeches at many international conferences including AOGS 2013, GCIS 2013, SocPros 2014 and 2015, SWGIC 2017, and RTORS 2017. He is a member of National Academy of Engineering of Korea since 2017. Dr.Kusum Deep, is a full Professor (HAG), with the Department of Mathematics as well as Joint Faculty at the Centre for Artificial Intelligence and Data Science at the Indian Institute of Technology Roorkee, India. Also, she is a visiting professor, Liverpool Hope University, UK, University of Technology Sydney, Australia, and University of Wollongong, Australia. With B.Sc. Hons and M.Sc. Hons. School from Centre for Advanced Studies, Panjab University, Chandigarh, she is an M.Phil. Gold Medalist. She earned her Ph.D. from UOR (now IIT Roorkee) in 1988. She has been a national scholarship holder and a postdoctoral from Loughborough University, UK, assisted by International Bursary funded by Commission of European Communities, Brussels. She has won numerous awards like Khosla Research Award, UGC Career Award, Starred Performer of IITR Faculty, best paper awards by Railway Bulletin of Indian Railways, special facilitation in memory of late Prof. M. C. Puri, AIAP Excellence Award. Recently,she was one of the four women from IIT Roorkee to feature in the ebook “Women in STEM-2021” celebrating the contributions made by 50 Indian women in STEM published by Confederation of Indian Industries. She has authored two books, supervised 20 Ph.Ds. and published 125 research papers. She is a Senior Member of ORSI, CSI, IMS, and ISIM. She is the executive editor of International Journal of Swarm Intelligence, Inderscience. She is associate editor of Swarm and Evolutionary Algorithms, Elsevier, and is on the editorial board of many journals. She is the founder president of Soft Computing Research Society, India. She is the general chair of series of International Conference on Soft Computing for Problems Solving (SocProS). She has a vast teaching experience in Mathematics, Operations Research, Numerical and Analytical Optimization, Parallel Computing, Computer Programming, Numerical Methods, etc. Her research interests are nature-inspired optimization techniques, particularly Evolutionary Algorithms, and Swarm Intelligenc