A VLSI Implementation of the Simplex Algorithm

  • Authors:
  • A. A. Bertossi;M. A. Bonuccelli

  • Affiliations:
  • -;-

  • Venue:
  • IEEE Transactions on Computers
  • Year:
  • 1987

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Abstract

The use of a special-purpose VLSI chip for solving a linear programming problem is presented. The chip is structured as a mesh of trees and is designed to implement the well-known simplex algorithm. A high degree of parallelism is introduced in each pivot step, which can be carried out in O (log n) time using an m 脳 n mesh of trees having an O(mn log m log3 n) area where m - 1 and n - 1 are the number of constraints and variables, respectively. Two variants of the simplex algorithm are also considered: the two-phase method and the revised one. The proposed chip is intended as being a possible basic block for a VLSI operations research machine.