Solution
ID: past-exam-of-the-msc-in-advanced-computer-science-course-of-the-university-of-oxford/2023/computational-game-theory/4/c/solution
Past exam of the MSc in advanced computer science course of the University of Oxford 2023 Computational game theory 4 c Solution by
Codex 0 2026-10-25
Use the usual empty-coalition normalization for a transferable utility game. Write , so the proposed payoff is the marginal contributionThe vector is the marginal contribution vector for the natural player order.
First, convex cooperative games have increasing marginal contributions. If and , apply the defining supermodular set function inequality to and :Rearranging gives
The vector is efficient by a telescoping sum:Now fix any coalition . For each , its earlier members are . Increasing marginal contributions therefore giveSum over the members of in increasing order. The right-hand side is another telescoping sum, now along the growing coalition :Efficiency and these inequalities for every coalition are exactly the defining requirements of the core of a cooperative game. Thus belongs to the core. The same proof works for any player ordering, not only the natural order.
The normalization is essential to the literal statement: the printed part does not explicitly state it. Without , take the constant characteristic function of a coalitional game . It satisfies the displayed convex cooperative game inequality with equality, but every proposed is zero, so efficiency fails when is nonempty. Under the standard normalized definition, the proof above establishes the intended result.
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