1st Edition
AI and SWARM Evolutionary Approach to Emergent Intelligence
By Hitoshi Iba
Copyright 2020
250 Pages
by
CRC Press
250 Pages
8 Color & 160 B/W Illustrations
by
CRC Press
262 Pages
8 Color & 160 B/W Illustrations
by
CRC Press
Also available as eBook on:
This book provides theoretical and practical knowledge on AI and swarm intelligence. It provides a methodology for EA (evolutionary algorithm)-based approach for complex adaptive systems with the integration of several meta-heuristics, e.g., ACO (Ant Colony Optimization), ABC (Artificial Bee Colony), and PSO (Particle Swarm Optimization), etc. These developments contribute towards better... Read more
1. Introduction.
2. AI, Alife and Energent Computation.
3. Meta-heuristics.
4. Emergent Properties and Swarm Intelligence.
5. Complex Adaptive Systems.
6. Emergence of Intelligence.
7. Conclusion.
8. Appendix.
Biography
Hitoshi Iba is a Professor at the Graduate School of Information Science and Technology at the University of Tokyo. From 1990 to 1998, he was a senior researcher at the Electro Technical Laboratory (ETL) in Ibaraki, Japan. He is an Associate Editor of the Journal of Genetic Programming and Evolvable Machines (GPEM). He is also is an underwater naturalist and experienced PADI divemaster having completed more than a thousand dives.
