Swarm Intelligence: An Approach from Natural to Artificial

Swarm Intelligence: An Approach from Natural to Artificial is a book that explores the boundaries between cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation to solve complex engineering problems. It focuses on optimization with swarm intelligence techniques, such as ant, cat, crow, elephant, grasshopper, water wave, and whale optimization, and presents recent developments and applications in various fields. The book is aimed at researchers, practicing engineers, and students in computational intelligence who are interested in enhancing their knowledge of techniques and swarm intelligence.

Format: Hardback
Length: 256 pages
Publication date: 28 February 2023
Publisher: John Wiley & Sons Inc

This groundbreaking book delves into the fascinating realm of swarm intelligence, offering invaluable insights by exploring the interconnected boundaries of cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation. By applying these insights to tackle complex engineering problems, it presents a treasure trove of fresh perspectives. Motivated by the remarkable capabilities of biologically inspired algorithms, "Swarm Intelligence: An Approach from Natural to Artificial" shines a spotlight on optimization techniques such as ant, cat, crow, elephant, grasshopper, water wave, and whale optimization, as well as swarm cyborg and particle swarm optimization. It showcases recent advancements and practical applications in this field, aiming to provide a comprehensive overview of innovative methodologies and the foundations of engineering swarm intelligent systems.

The book's primary objective is to offer a diverse range of sample works from leading research around the globe, exploring cutting-edge swarm intelligence techniques and the fundamental principles of engineering swarm intelligent systems. It also delves into captivating applications and remarkable experiences using particle swarm optimization, which serves as the cornerstone of computational intelligence.

Within the pages of this book, readers will discover the applications of various swarm intelligence models to operational planning of energy plants, modeling, and control of robots, organic computing, techniques of cloud services, bioinspired optimization, routing protocols for next-generation networks inspired by collective behaviors of insect societies and cybernetic organisms.

Designed for researchers, practicing engineers, and students in computational intelligence, this book serves as a valuable resource for those seeking to expand their knowledge and expertise in techniques and swarm intelligence. It opens doors to new possibilities and fosters a deeper understanding of the intricate interplay between nature and technology, paving the way for groundbreaking advancements in various fields.

Weight: 500g
Dimension: 160 x 237 x 20 (mm)
ISBN-13: 9781119865063