A Simulated Annealing Approach to the Network Design Problem with Variational Inequality Constraints

The equilibrium network design problem can be formulated as a mathematical program with variational inequality constraints. We know this problem is nonconvex; hence, it is difficult to solve for a globally optimal solution. In this paper we propose a simulated annealing algorithm for the equilibrium...

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Veröffentlicht in:Transportation science 1992-02, Vol.26 (1), p.18-26
Hauptverfasser: Friesz, Terry L, Cho, Hsun-Jung, Mehta, Nihal J, Tobin, Roger L, Anandalingam, G
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container_issue 1
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creator Friesz, Terry L
Cho, Hsun-Jung
Mehta, Nihal J
Tobin, Roger L
Anandalingam, G
description The equilibrium network design problem can be formulated as a mathematical program with variational inequality constraints. We know this problem is nonconvex; hence, it is difficult to solve for a globally optimal solution. In this paper we propose a simulated annealing algorithm for the equilibrium network design problem. We demonstrate the ability of this algorithm to determine a globally optimal solution for two different networks. One of these describes an actual city in the midwestern United States.
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subjects Algorithms
Annealing
Applied sciences
Cooling
Exact sciences and technology
Ground, air and sea transportation, marine construction
High temperature
Objective functions
Optimal solutions
Simulated annealing
Thermodynamic equilibrium
Transportation demand
Variational inequalities
title A Simulated Annealing Approach to the Network Design Problem with Variational Inequality Constraints
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