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      Allocation in Practice

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          Abstract

          How do we allocate scarcere sources? How do we fairly allocate costs? These are two pressing challenges facing society today. I discuss two recent projects at NICTA concerning resource and cost allocation. In the first, we have been working with FoodBank Local, a social startup working in collaboration with food bank charities around the world to optimise the logistics of collecting and distributing donated food. Before we can distribute this food, we must decide how to allocate it to different charities and food kitchens. This gives rise to a fair division problem with several new dimensions, rarely considered in the literature. In the second, we have been looking at cost allocation within the distribution network of a large multinational company. This also has several new dimensions rarely considered in the literature.

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          Polynomial calculation of the Shapley value based on sampling

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            The Multi-unit Assignment Problem: Theory and Evidence from Course Allocation at Harvard

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              Computational Aspects of Cooperative Game Theory

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                Author and article information

                Journal
                2014-07-11
                2014-07-16
                Article
                1407.3130
                d0bc8ce5-2ee9-405e-971a-c5d5879bbecc

                http://arxiv.org/licenses/nonexclusive-distrib/1.0/

                History
                Custom metadata
                To appear in Proc. of 37th edition of the German Conference on Artificial Intelligence (KI 2014), Springer LNCS
                cs.AI cs.CC cs.GT

                Theoretical computer science,Artificial intelligence
                Theoretical computer science, Artificial intelligence

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