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- W2085883645 abstract "This paper examines which elements are necessary for coevolutionary genetic algorithms to evolve cooperative strategies under pure egoistic considerations. Since competitions and cooperations coexist in an auction-based manpower allocation problem, the problem is adopted for further investigation. To alleviate analytical burden, the problem is abstracted to a resource-bidding game under the Nash game framework. A mathematical model for the resource-bidding game is defined and several special cases are illustrated. One of these special cases, named c-mNE, is further investigated due to the existance of cooperative modes. Various kinds of egoistic fitness functions and evolutionary mechanisms are experimented on c-mNE. Based on the experimental results, this paper suggests that coevolutionary mechanisms which properly eliminate aggressive strategies and preserve cooperative strategies can evolve cooperative modes under the pure egoistic assumption." @default.
- W2085883645 created "2016-06-24" @default.
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- W2085883645 date "2010-07-07" @default.
- W2085883645 modified "2023-09-24" @default.
- W2085883645 title "Co-evolution of cooperative strategies under egoism" @default.
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- W2085883645 doi "https://doi.org/10.1145/1830483.1830610" @default.
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