Collective Behavior and Formation Pattern of Multi-agent Systems

ISBN-13: 9783639374797 / Angielski / Miękka / 2011 / 68 str.

Zhao Cheng

Opis

This book presents both the theoretical foundation and numerical simulations for design and analysis of a multi-agent dynamic system on the collective formation behavior patterns of grouped agents. A mass model with tunable control parameters is proposed. This model can realistically represent the aggregation pattern and the formation shape of multiple agents. Stability analysis is also provided to prove the stability of the given second-order dynamic system. Several simulations are also given according to the proposed model to show formation patterns and their collective behavior. The research on self-organizing characteristics of collective behaviors has a wide range of applications in nature and engineering. The formation such as a flock of birds, a school of fish, or a swarm of locusts, is the emergence of ordered state in which the moving agents can be self organized as formation. Design and control of the self-organizing dynamic system has also implications on deployment of mobile wireless sensor networks, attitude alignment of satellite clusters and congestion control of communication networks.

O autorze

Zhao Cheng received his Bachelor's degree from Huazhong University of Science and Technology, China and Master's degree from Temple University. He is currently working with medical and acoustic imaging instruments. His research interest includes multi-agent system, collective control, sensor networks, robotics and medical/acoustic imaging.