A Probabilistic Approach to Control of Complex Systems and Its Application to Real-Time Pricing
Joint Authors
Hiraishi, Kunihiko
Kobayashi, Koichi
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-09-16
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Control of complex systems is one of the fundamental problems in control theory.
In this paper, a control method for complex systems modeled by a probabilistic Boolean network (PBN) is studied.
A PBN is widely used as a model of complex systems such as gene regulatory networks.
For a PBN, the structural control problem is newly formulated.
In this problem, a discrete probability distribution appeared in a PBN is controlled by the continuous-valued input.
For this problem, an approximate solution method using a matrix-based representation for a PBN is proposed.
Then, the problem is approximated by a linear programming problem.
Furthermore, the proposed method is applied to design of real-time pricing systems of electricity.
Electricity conservation is achieved by appropriately determining the electricity price over time.
The effectiveness of the proposed method is presented by a numerical example on real-time pricing systems.
American Psychological Association (APA)
Kobayashi, Koichi& Hiraishi, Kunihiko. 2014. A Probabilistic Approach to Control of Complex Systems and Its Application to Real-Time Pricing. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-1046538
Modern Language Association (MLA)
Kobayashi, Koichi& Hiraishi, Kunihiko. A Probabilistic Approach to Control of Complex Systems and Its Application to Real-Time Pricing. Mathematical Problems in Engineering No. 2014 (2014), pp.1-8.
https://search.emarefa.net/detail/BIM-1046538
American Medical Association (AMA)
Kobayashi, Koichi& Hiraishi, Kunihiko. A Probabilistic Approach to Control of Complex Systems and Its Application to Real-Time Pricing. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-1046538
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1046538