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Kobayashi, K. and Hiraishi, K. (2015) Optimal Control of Probabilistic Logic Networks and Its Application to Real-Time Pricing of Electricity. Mathematical Problems in Engineering, 2015, Article ID: 952310.

has been cited by the following article:

  • TITLE: Verification of Real-Time Pricing Systems Based on Probabilistic Boolean Networks

    AUTHORS: Koichi Kobayashi, Kunihiko Hiraishi

    KEYWORDS: Model Checking, Probabilistic Boolean Networks, Real-Time Pricing

    JOURNAL NAME: Applied Mathematics, Vol.7 No.15, September 16, 2016

    ABSTRACT: In this paper, verification of real-time pricing systems of electricity is considered using a probabilistic Boolean network (PBN). In real-time pricing systems, electricity conservation is achieved by manipulating the electricity price at each time. A PBN is widely used as a model of complex systems, and is appropriate as a model of real-time pricing systems. Using the PBN-based model, real-time pricing systems can be quantitatively analyzed. In this paper, we propose a verification method of real-time pricing systems using the PBN-based model and the probabilistic model checker PRISM. First, the PBN-based model is derived. Next, the reachability problem, which is one of the typical verification problems, is formulated, and a solution method is derived. Finally, the effectiveness of the proposed method is presented by a numerical example.