Swarm Intelligence: Principles, Advances, and Applications

ISBN-13: 9780367737542 / Angielski / Miękka / 2020 / 210 str.

Aboul Ella Hassanien; Eid Emary

Opis

This book delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The text begins by addressing basic concepts related to swarm intelligence, such as randomness and chaos theory. It then describes the various swarm intelligenc

Recenzje

"The strength of this book lies in very new concepts, interesting and found diverse applications, in almost all field of science and technology… This book is very lucidly presented… The selection is very good."
—Dr. Mrutyunjaya Panda, Utkal University, Bhubaneswar, India

Spis treści

Introduction. Bat Algorithm. Artificial Fish Swarm Algorithm. Cuckoo Search Algorithm. Firefly Algorithm. Flower Pollination Algorithm. Artificial Bee Colony Optimization. Wolf-Based Search Algorithms. Bird's-Eye View.

O autorze

Aboul Ella Hassanien is a full professor in the Information Technology Department of the Faculty of Computers and Information at Cairo University, Giza, Egypt. Widely published and highly decorated, he is the founder and chair of the Scientific Research Group in Egypt, has established the Egyptian Rough Sets Society, and is chairing the Egyptian International Rough Set Society Chapter. He has served as a general chair, co-chair, program chair, and program committee member of various international conferences, and as a reviewer and guest editor for numerous international journals. His research interests include computational intelligence, network security, animal identification, and more.

Eid Emary is currently a lecturer in the Information Technology Department of the Faculty of Computers and Information at Cairo University, Giza, Egypt. He has authored or co-authored more than 15 research publications in peer-reviewed journals, book chapters, and conference proceedings. He has served as a technical program committee member of various international conferences, and as a reviewer for numerous international journals. His research interests are in the areas of computer vision, mathematical optimization, pattern recognition, video and image processing, machine learning, data mining, and biometrics.