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Theoretical Convergence of Large-Step Primal-Dual Interior Point Algorithms for Linear Programming (1992)  (Make Corrections)  (8 citations)
Masakazu Kojima, Nimron Megiddo, Shinji Mizuno
Mathematical Programming



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Abstract: . This paper proposes two sets of rules, Rule G and Rule P, for controlling step lengths in a generic primal-dual interior point method for solving the linear programming problem in standard form and its dual. Theoretically, Rule G ensures the global convergence, while Rule P, which is a special case of Rule G, ensures the O(nL) iteration polynomial-time computational complexity. Both rules depend only on the lengths of the steps from the current iterates in the primal and dual spaces to the... (Update)

Context of citations to this paper:   More

.... following methods [32, 49] some long step path following algorithms [19, 20, 26] long step primal dual path following methods [30], and primal dual potential reduction algorithms [34, 63, 74] As shown in [24] all these algorithms either explicitly generate a...

.... path, see, e.g. Kojima, Mizuno and Noma (1990b) Kojima, Mizuno and Yoshise (1991d) Kojima, Megiddo and Noma (1991b) Kojima, Megiddo and Mizuno (1990a) Mizuno (1992) We present the Lemke algorithm as an example of a piecewise linear algorithm since it played a crucial...

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7:   On Adaptive-Step Primal-Dual Interior-Point Algorithms for Linear Programming (context) - Mizuno, Todd et al. - 1993
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BibTeX entry:   (Update)

M. Kojima, N. Megiddo and S. Mizuno,"Theoretical convergence of large-step primaldual interior point algorithms for linear programming", Mathematical Programming, 59 (1992) 1-21. http://citeseer.ist.psu.edu/article/kojima92theoretical.html   More

@article{ kojima93theoretical,
    author = "M. Kojima and N. Megiddo and S. Mizuno",
    title = "Theoretical convergence of large--step--primal--dual interior point algorithms for linear programming",
    journal = "Mathematical Programming",
    volume = "59",
    pages = "1--21",
    year = "1993",
    url = "citeseer.ist.psu.edu/article/kojima92theoretical.html" }
Citations (may not include all citations):
172   Nonlinear Programming: Sequential Unconstrained Minimization.. (context) - Fiacco, McCormick - 1968
140   Interior path following primal-dual algorithms, Part I: Line.. (context) - Monteiro, Adler - 1989
140   Interior path following primal-dual algorithms, Part II: Con.. (context) - Monteiro, Adler - 1989
116   A unified approach to interior point algorithms for linear c.. - Kojima, Megiddo et al. - 1990
101   Pathways to the optimal set in linear programming (context) - Megiddo - 1989
98   the implementation of a (primal-dual) interior point method (context) - Mehrotra - 1990
85   A primal-dual interior point algorithm for linear programmin.. (context) - Kojima, Mizuno et al. - 1989
85   On adaptive-step primal-dual interior-point algorithms for l.. (context) - Mizuno, Todd et al. - 1989
79   Iterative solution of problems of linear and quadratic progr.. (context) - Dikin - 1967
73   A polynomial-time algorithm for a class of linear complement.. (context) - Kojima, Mizuno et al. - 1989
46   A variation on Karmarkar's algorithm for solving linear prog.. (context) - Barnes - 1986
43   the superlinear and quadratic convergence of primal-dual int.. (context) - Zhang, Tapia et al. - 1990
41   A polynomial-time primal-dual affine scaling algorithm for l.. - Monteiro, Adler et al. - 1990
40   A modification of Karmarkar's linear programming algorithm (context) - Vanderbei, Meketon et al. - 1986
40   Homotopy continuation methods for nonlinear complementarity .. - Kojima, Megiddo et al.
35   An implementation of Karmarkar 's algorithm for linear progr.. - Adler, Resende et al. - 1989
34   An implementation of a primaldual interior point method for .. (context) - McShane, Monma et al. - 1989
21   A centered projective algorithm for linear programming (context) - Todd, Ye - 1990
19   Centered Newton method for mathematical programming (context) - Tanabe - 1988
17   Polynomial-time algorithms for linear programming based only.. (context) - Freund - 1988
14   Interior point methods for linear programming: Just call New.. (context) - Marsten, Subramanian et al. - 1990
13   An interior point potential reduction algorithm for the line.. - Kojima, Megiddo et al.
12   An O( p nL) iteration potential reduction algorithm for line.. (context) - Kojima, Mizuno et al. - 1991
11   the superlinear convergence of interior point algorithms for.. (context) - Zhang, Tapia et al. - 1990
10   An O(n 3 L) potential reduction algorithm for linear program.. (context) - Ye - 1991
8   Practical polynomial time algorithms for linear complementar.. (context) - Mizuno, Yoshise et al. - 1989
7   Global ellipsoidal approximations and homotopy methods for s.. (context) - Sonnevend, Stoer - 1988
5   Complementarity-enforcing centered Newton method for mathema.. (context) - Tanabe - 1987
4   A polynomial-time predictor-corrector algorithm for linear c.. (context) - Ding, Li - 1991
3   Private communication (context) - Lustig - 1989
3   Near-boundary behavior of primal-dual potential reduction al.. (context) - Ye, Kortanek et al. - 1990
3   Line search in potential reduction algorithms for linear pro.. - Ye - 1989
2   Optimal 3-dimensional methods for linear programming (context) - Domich, Boggs et al. - 1989
1   An O(n 3 L) algorithm using a sequence for a linear compleme.. (context) - Mizuno - 1990
1   A generic primal-dual interior point algorithm (context) - Lustig - 1988



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