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An Approximate Pareto Optimal Cooperative Negotiation Model for Multiple Continuous Dependent Issues
 

Summary: An Approximate Pareto Optimal Cooperative Negotiation Model for Multiple
Continuous Dependent Issues
Nicola Gatti and Francesco Amigoni
Dipartimento di Elettronica e Informazione
Politecnico di Milano, Milano, Italy
{ngatti, amigoni}@elet.polimi.it
Abstract
Cooperative negotiation is proved to be an effective par-
adigm to solve complex dynamic multi-objective problems
in which each objective is associated to an agent. When
the multi-objective problem is defined on several continu-
ous variables, cooperative negotiation can be traced back to
a sequential bargaining. However, the complexity of highly
reconfigurable scenarios with a large number of agents
does not allow the adoption of classical game theory tech-
niques to design optimal bargaining models for coopera-
tive negotiations. A way to tackle this complexity is based
on the decentralization of the system, usually obtained by
introducing a mediator that reduces the amount of infor-
mation directly exchanged between the agents. In this pa-

  

Source: Amigoni, Francesco - Dipartimento di Elettronica e Informazione, Politecnico di Milano

 

Collections: Computer Technologies and Information Sciences