By Milind Tambe (auth.), David Kinny, Jane Yung-jen Hsu, Guido Governatori, Aditya K. Ghose (eds.)

This booklet constitutes the complaints of the 14th overseas convention on rules and perform in Multi-Agent structures, PRIMA 2011, held in Wollongong, Australia, in November 2011.
The 39 papers provided including three invited talks have been conscientiously reviewed and chosen from various submissions. They concentrate on functional facets of multiagent platforms and are organised in topical sections on coalitions and teamwork, studying, mechanisms and balloting, modeling and simulation, negotiation and coalitions, optimization, sustainability, agent societies and frameworks, argumentation, and applications.

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In a MTZDD, since each internal node has one high-edge and one low-edge, |V | = |H| = |L| holds. It requires O(|V |) time. 3 The Cost of Stability Definition 7 (LP formulation for the cost of stability). t. dis(u0 ) = 0, ∗ i∈A πi = V (CS ) + Δ, ∀u ∈ V \ {u0 } ∪ T , ∀u ∈ P a(u), dis(u) ≤ dis(u ) + πagent(u ) dis(u) ≤ dis(u ) ∀t ∈ T , dis(t) ≥ r(t). — if (u , u) ∈ H, — otherwise, Theorem 7. By using a MTZDD representation, the cost of stability can be obtained in polynomial time in the number of nodes in a MTZDD, assuming that the value of optimal coalition structure V (CS ∗ ) is given.

This research was supported in part by the Future Urban Mobility project of the Singapore-MIT Alliance for Research and Technology (SMART) Center, with funding from Singapore’s National Research Foundation. It was also supported in part by AFOSR Award Number FA9550-08-1-0159, NSF Award Number CNS-0715397, NSF Award Number CCF-0726514, ONR grant N000140911051 and NSF grant 0735953. We are grateful for this support. References 1. : Randomized pursuit-evasion in graphs. Combinatorics, Probability and Computing 12(03), 225–244 (2003) 2.

Initially, the required number of agents in each group is set to zero. First, we randomly chose one group and incremented the required number of agents in it by one. Then we repeatedly chose a group randomly and incremented its required number of agents with probability α until a group is not chosen or the required number of agents exceeds the limit. 55. For each rule, we randomly chose an integer value between 1 and 10 as the value of the coalition. The number of abstract rules is set equal to the number of agents.

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