Research on multi-agent cooperative problem solving based on grade field
Zhen‐Yu Yin · Journal of China Institute of Communications · 2005
A concept of grade field with CNM was introduced and correlative multi-agent model GF-CNM based on grade field was set up. Through random TOP-N algorithm, grade transition algorithm of each service agent in different grade field was depicted and analyzed. Compared with CNM, GF-CNM model can decrease network traffic and avoid additional cooperative time waste with irrelative service agent. In addition, the balance of cooperative task’s load distribution can relax “Matthew effect” that the rich get richer and the poor get poorer to some degree and resolve cooperative problem solving with limited resources effectively.