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Solving and Applying a Class of Block-diagonal Structured Large Linear Programming 被引量:2

Solving and Applying a Class of Block diagonal Structured Large Linear Programming
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摘要 Using large block diagonal structured linear problem as illustration, we present the "gradient simplex" method for solving large linear problem.In solving some large block diagonal structured linear problem with fewer coupling constrants, this method is much faster then the simplex method, and can surmount the capacity and speed restrictions of computer to certain extent.In this paper, we discuss the efficiency and applicability of the method and analysis its performance in the examples of economic development optimize programming model. Using large block diagonal structured linear problem as illustration, we present the "gradient simplex" method for solving large linear problem.In solving some large block diagonal structured linear problem with fewer coupling constrants, this method is much faster then the simplex method, and can surmount the capacity and speed restrictions of computer to certain extent.In this paper, we discuss the efficiency and applicability of the method and analysis its performance in the examples of economic development optimize programming model.
出处 《Systems Science and Systems Engineering》 CSCD 1998年第2期93-99,共7页 系统科学与系统工程学报(英文版)
关键词 linear programming method linear programming method
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  • 2[2]Birge J. A Dantzig-wolf decomposition variant equivalent to basis factorization[J]. Mathematical Programming Study, 1985, 24: 43- 64.
  • 3[3]Karmarkar N. A new polynomial-time algorithm for linear programming[J]. Combinatorica, 1984,(4):373-396.
  • 4[5]Hwang K, Xu Z. Scalable Parallel Computing-Technology, Architecture, Programming [M].McGraw-Hill, 1998.
  • 5[6]Culler D E, Singh J P, Gupta A. Parallel Computer Architecture-A Hardware/Software Approach[M]. Morgan Kaufnann Publishers, 1996.

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