Negotiating complex contracts

Negotiating complex contracts

by Sloan School of Management, Mark Klein, Center for eBusiness@MIT

Book 125 of eBusiness@MIT working paper --

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Work to date on computational models of negotiation has focused almost exclusively on defining contracts consisting of one or a few independent issues, linear utility functions, and tractable contract spaces. Many real-world contracts, by contrast, are much more complex, consisting of multiple interdependent issues, nonlinear utility functions, and intractably large contract spaces. This paper describes a simulated annealing based approach appropriate for negotiating such complex contracts, evaluates its efficacy, and suggests some potentially promising avenues for defining more efficient algorithms for negotiating complex contracts.

Discussion questions for Negotiating complex contracts

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  1. 1

    How does the shift from single-issue negotiations to multi-issue, interdependent contracts mirror the way we handle complex decisions in our daily personal and professional lives?

  2. 2

    The authors explore how traditional computational models struggle with "intractably large contract spaces"—how do you personally cope when faced with an overwhelming number of choices or variables in a high-stakes negotiation?

  3. 3

    In what ways does the concept of a "nonlinear utility function"—where the value of a concession changes depending on what else is on the table—apply to compromises you've had to make in relationships or business partnerships?

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