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Expressing multiagent coalition structure problems for optimisation by quantum annealing
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DOI：10.1080/17517575.2018.1552993.png)
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摘要
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This paper addresses the problem of finding the optimal coalition structure in a multiagent system by expressing it in a proper format that can be solved by an adiabatic quantum computer such as D-Wave. The general case with any number of agents and graphs of agent connections with arbitrary structure is considered, and a method to handle the issues that arise from mapping a weighted graph game with intersecting edges on the lattice of qubit cells is provided. A principled discussion about the parameter values and mathematical proofs for the design choices are also included.
Keyword:
Coalition structure
optimisation
agents
weighted graph game
quantum annealing
D-Wave quantum computer
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