Negotiation is an important method to coalition formation in MAS.Most of existing work seldom studies how to generate initial proposals.A strategy based on historic behavior to decide initial proposals is proposed.By evaluating each agent's contribution ratio in historic tasks

the expected profit factor to the current job can be attained and based on it the initial proposal is obtained.Moreover

a coalition formation strategy is presented.Experimental results demonstrate that this method is efficient.