1. Modified penalty function method for optimal social welfare of electric power supply chain with transmission constraints
- Author
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Yi-Fan Hsu, Meng-Jen Chen, and Yu-Chi Wu
- Subjects
Computer Science::Computer Science and Game Theory ,Mathematical optimization ,Computer science ,Supply chain ,Energy Engineering and Power Technology ,Nonlinear programming ,Electric power system ,symbols.namesake ,Nash equilibrium ,Variational inequality ,symbols ,Penalty method ,Electric power ,Supply chain network ,Electrical and Electronic Engineering - Abstract
Many power system application problems utilize optimal social welfare model as a decision-making tool. In this paper, we tackle the optimal social welfare problem based on a mathematic modeling framework capable to capture the interactions among decision-makers in an electric power supply chain network with consideration of transmission power flows and constraints which are neglected in previous literature, and present a generalized electric power supply chain network equilibrium model. In this model, each player tries to maximize its own profit and competes with others in a noncooperative manner. The Nash equilibrium conditions of these players form a finite-dimensional variational inequality problem (VIP). A modified penalty function (MPF) method is then used to replace conventional extragradient method for solving VIP by transforming VIP into a nonlinear programming problem. Numerical tests are conducted to demonstrate the effectiveness of the MPF for solving the VIP-based social welfare maximization model in the context of an electric power supply chain network.
- Published
- 2014
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