ITEM METADATA RECORD
Title: A GOAL PROGRAMMING NETWORK FOR LINEAR-PROGRAMMING
Authors: Van Hulle, Marc # ×
Issue Date: 1991
Publisher: SPRINGER VERLAG
Series Title: Biological cybernetics vol:65 issue:4 pages:243-252
Conference: date:KATHOLIEKE UNIV LEUVEN,DEPT ELECTROTECHNOL,DIV ESAT,B-3001 HEVERLEE,BELGIUM
Abstract: Tank and Hopfield have shown that networks of analog neurons can be used to solve linear programming (LP) problems. We have re-examined their approach and found that their network model frequently computes solutions that are only suboptimal or that violate the LP problem's constraints. As their approach has proven unreliable, we have developed a new network model: the goal programming network. To this end, a network model was first developed for goal programming problems, a particular type of LP problems. From the manner the network operates on such problems, it was concluded that overconstrainedness, which is possibly present in an LP formulation, should be removed, and we have provided a simple procedure to accomplish this.
ISSN: 0340-1200
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Research Group Neurophysiology
× corresponding author
# (joint) last author

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