2nd Edition

Swarm Intelligence Algorithms A Tutorial

Edited By Adam Slowik Copyright 2027
528 Pages 33 B/W Illustrations
by CRC Press

528 Pages 33 B/W Illustrations
by CRC Press

In this book, the several most recent algorithms in the area of swarm intelligence algorithms are presented. The book contains the most compact description of 36 swarm intelligence algorithms. Each chapter is written by the world-recognized researchers which possess a high experience in the area of given swarm intelligence algorithm or even they are an author of a given swarm intelligence... Read more

Chapter 1 Ant Colony Optimization  Pushpendra Singh, Nand K. Meena, Jin Yang, and Adam Slowik

Chapter 2 Artifcial Bee Colony Algorithm

Chapter 3 Artifcial Lemming Algorithm  Yaning Xiao and Yueqin Yin

Chapter 4 Bacterial Foraging Optimization  Sonam Parashar, Nand K. Meena, Jin Yang, and Neeraj Kanwar

Chapter 5 Bat Algorithm  Xin-She Yang and Adam Slowik

Chapter 6 Cat Swarm Optimization  Dorin Moldovan, Viorica Chifu, Ioan Salomie, and Adam Slowik

Chapter 7 Chicken Swarm Optimization  Dorin Moldovan and Adam Slowik

Chapter 8 Cockroach Swarm Optimization  Joanna Kwiecien

Chapter 9 Cray□sh Optimization Algorithm  Heming Jia, Honghua Rao, and Changsheng Wen

Chapter 10 Crow Search Algorithm  Adam Slowik and Dorin Moldovan

Chapter 11 Cuckoo Search Algorithm  Xin-She Yang and Adam Slowik

Chapter 12 Dingo Optimization Algorithm  Mohd Nadhir Ab Wahab

Chapter 13 Dung Beetle Optimizer  Kaichen Ouyang, Mingyang Yu, and Shengwei Fu

Chapter 14 Dynamic Virtual Bats Algorithm  Ali Osman Topal

Chapter 15 Dispersive Flies Optimisation: A Tutorial Mohammad  Majid al-Rifaie

Chapter 16 Elephant Herding Optimization  Nand K. Meena, Jin Yang, and Adam Slowik

Chapter 17 Firey Algorithm  Xin-She Yang and Adam Slowik

Chapter 18 Glowworm Swarm Optimization - A Tutorial  Krishnanand Kaipa and Debasish Ghose

Chapter 19 Grasshopper Optimization Algorithm  Szymon Šukasik

Chapter 20 Grey Wolf Optimizer  Ahmed F. Ali and Mohamed A. Tawhid

Chapter 21 Grion Vultures Optimization Algorithm  Dler O. Hasan, Hardi M. Mohammed, and Zrar Khalid Abdul

Chapter 22 Hunting Search Algorithm Ferhat Erdal and Osman Tunca

Chapter 23 Jellyfish Search Optimization: A Tutorial with Implementation

Chapter 24 Krill Herd Algorithm  Ali R. Kashani, Charles V. Camp, Hamed Tohidi, and Adam Slowik

Chapter 25 Monarch Buttery Optimization  Pushpendra Singh, Nand K. Meena, Jin Yang, and Adam Slowik

Chapter 26 Particle Swarm Optimization  Adam Slowik

Chapter 27 Puma optimizer  Ahmed F. Ali

Chapter 28 Red-billed Blue Magpie Optimizer  Özge Tezel and Eda Özkul

Chapter 29 Remora Optimization Algorithm  Heming Jia, Qian Shi, and Yongchao Li

Chapter 30 Salp Swarm Optimization: Tutorial  Essam H. Houssein, Ibrahim E. Mohamed , and Aboul Ella Hassanien

Chapter 31 Social Spider Optimization Ahmed F. Ali and Mohamed A. Tawhid

Chapter 32 Sparrow Search Algorithm  Jiankai Xue

Chapter 33 Stochastic Diusion Search: A Tutorial Mohammad  Majid al-Rifaie and J. Mark Bishop

Chapter 34 Tuna Swarm Optimization Algorithm  Eda Özkul and Özge Tezel

Chapter 35 Tunicate Swarm Algorithm  Dler O. Hasan and Adam Slowik

Chapter 36 Whale Optimization Algorithm  Ali R. Kashani, Charles V. Camp, Moein Armanfar, and Adam Slowik

Biography

ADAM SLOWIK (IEEE Member 2007; IEEE Senior Member 2012) received the B.Sc. and M.Sc. degrees in computer engineering and elec­tronics in 2001 and the Ph.D. degree with dis­tinction in 2007 from the Department of Elec­tronics and Computer Science, Koszalin Uni­versity of Technology, Koszalin, Poland. He re­ceived the Dr. habil. degree in computer science (intelligent systems) in 2013 from the Depart­ment of Mechanical Engineering and Computer Science, Czestochowa University of Technology, Czestochowa, Poland. Since October 2013, he has been an Associate Professor in the De­partment of Electronics and Computer Science, Koszalin University of Technology. His research interests include soft computing, machine learning, neural networks, fuzzy sys­tems, computational intelligence, bio-inspired optimization algorithms, and their engineering applications. He is a Reviewer for many international scien­tific journals and many international conferences. He is an author or coauthor of over 200 refereed articles in international journals, 2 books, and co-editor of conference proceedings and books, including two invited talks. Dr. Slowik was an Associate Editor of the IEEE Transactions on Industrial Electronics (2009-2011). He is an Associate Editor for the IEEE Transactions on Fuzzy Systems, IEEE Transactions on Cybernetics, and the IEEE Transactions on Industrial Informatics. Dr. Slowik was the Head of the Department of Com­puter Engineering, Koszalin University of Technology (2019-2021). He is a member of the program committees of several important international confer­ences in the area of machine learning, artificial intelligence, and evolutionary computation. He was a recipient of one Best Paper Award (IEEE Conference on Human System Interaction - HSI 2008). In 2022-2026, he was on the list of Top 2% Scientists Worldwide by Stanford University. Dr. Slowik has often organized special sessions in such journals as IEEE Transactions on Industrial Electronics, IEEE Transactions on Industrial Informatics, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Consumer Electronics, and Neural Computing and Applications.