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The Placement of Electronic Circuits Problem: A Neural Network Approach
Published online by Cambridge University Press: 26 August 2010
Abstract
The goal of this paper is to apply the Continuous Hopfield Networks (CHN) to the Placement of Electronic Circuit Problem (PECP). This assignment problem has been expressed as Quadratic Knapsack Problem (QKP). To solve the PECP via the CHN, we choose an energy function which ensures an appropriate balance between minimization of the cost function and simultaneous satisfaction of the PECP constraints. In addition, the parameters of this function must avoid some bad local minima. Finally, some computational experiments solving the PECP are included
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- Research Article
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- © EDP Sciences, 2010
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