Protocols for Negotiating Complex Contracts

Work to date on negotiation protocols has focused on defining contracts consisting of one or a few independent issues. Many real-world contracts, by contrast, are much more complex, consisting of multiple inter-dependent issues and intractably large contract spaces. This paper describes a simulated annealing based approach appropriate for negotiating such complex contracts that achieves near-optimal outcomes for negotiations with binary issue dependencies.