Collaborative optimization: an architecture for large-scale distributed design
Collaborative optimization: an architecture for large-scale distributed design
A framework for collaborative and distributed web-based design
Proceedings of the 36th annual ACM/IEEE Design Automation Conference
Learning models of other agents using influence diagrams
UM '99 Proceedings of the seventh international conference on User modeling
Distributed constraint satisfaction: foundations of cooperation in multi-agent systems
Distributed constraint satisfaction: foundations of cooperation in multi-agent systems
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
The Distributed Constraint Satisfaction Problem: Formalization and Algorithms
IEEE Transactions on Knowledge and Data Engineering
An asynchronous complete method for distributed constraint optimization
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
An Influence Diagram Model for Multi-Agent Negotiation
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Solving Distributed Constraint Optimization Problems Using Cooperative Mediation
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Queuing local solutions in distributed constraint satisfaction systems
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
On the role of multiply sectioned Bayesian networks to cooperative multiagent systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Agent interface enhancement: making multiagent graphical models accessible
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Iterative Compilation of Multiagent Probabilistic Graphical Models
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Iterative Multiagent Probabilistic Inference
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Planning in Multiagent Expedition with Collaborative Design Networks
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Compiling Multiply Sectioned Bayesian Networks: A Comparative Study
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Comparison of tightly and loosely coupled decision paradigms in multiagent expedition
International Journal of Approximate Reasoning
Partial evaluation for planning in multiagent expedition
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Multiagent decision by partial evaluation
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
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We consider a multiagent system whose task is to aid component-centered design by collaborative designers in a supply chain. In the earlier work, collaborative design networks are proposed as a decision-theoretic framework for such a system. In this work, we analyzes how choice of agent interface affects the computational complexity of collaborative design. Based on the analysis, we proposes a set of algorithms that allow agents to produce an overall optimal design by autonomous local evaluation of local designs. We show that these algorithms reduce the complexity exponentially from that of an exhaustive centralized design.