Investigating the Value of Information and Computational Capabilities by Applying Genetic Programming to Supply Chain Management
Formal Modelling in Electronic CommerceInternational Handbooks on Information Systems(2003)
摘要
In this paper we describe a research project centering on experiments in which game-playing evolving agents are used to investigate
the value of information. Specifically, in these experiments we define populations of agents whose strategies evolve towards
those that have better restocking strategies for their supply chain. The agents evolve their strategies in order to minimize
costs (either for themselves or for their value chain). We describe several different experiments in which we will vary the
abilities of agents both to gather and to store more information. Part of the results of this project will be related to the
value of information and computational capabilities: Is it always better to have more information? If not, what are the conditions
under which less information is better? The culminating experiment is one in which evolving agents compete to sell information
to other evolving agents playing their roles in a supply chain.
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