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RECOVERING LOW-RANK AND SPARSE COMPONENTS OF MATRICES FROM INCOMPLETE AND NOISY OBSERVATIONS.

Subjects: *ALGORITHMS; MATRICES (Mathematics); POLYNOMIALS

• Source: SIAM Journal on Optimization. 2011, Vol. 21 Issue 1, p57-81. 25p.

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PRIMAL-DUAL AFFINE SCALING INTERIOR POINT METHODS FOR LINEAR COMPLEMENTARITY PROBLEMS.

• Authors : Potra, Florian A.¹

Subjects: *MATHEMATICAL programming; *STOCHASTIC convergence; LINEAR complementarity problem

• Source: SIAM Journal on Optimization. 2008, Vol. 19 Issue 1, p114-143. 30p.

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A RIEMANNIAN OPTIMIZATION APPROACH TO THE MATRIX SINGULAR VALUE DECOMPOSITION.

• Authors : SATO, HIROYUKI¹ ; IWAI, TOSHIHIRO¹

Subjects: *ALGORITHMS; MATHEMATICAL decomposition; MATRICES (Mathematics)

• Source: SIAM Journal on Optimization. 2013, Vol. 23 Issue 1, p188-212. 25p.

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PROX-PENALIZATION AND SPLITTING METHODS FOR CONSTRAINED VARIATIONAL PROBLEMS.

Subjects: *ALGORITHMS; *STOCHASTIC convergence; *APPROXIMATION theory

• Source: SIAM Journal on Optimization. 2011, Vol. 21 Issue 1, p149-173. 25p.

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SECOND-ORDER CONE RELAXATIONS FOR BINARY QUADRATIC POLYNOMIAL PROGRAMS.

Subjects: *MATHEMATICAL programming; *MATHEMATICAL optimization; *ALGORITHMS

• Source: SIAM Journal on Optimization. 2011, Vol. 21 Issue 1, p391-414. 24p.

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A FIRST-ORDER SMOOTHED PENALTY METHOD FOR COMPRESSED SENSING.

Subjects: *ALGORITHMS; *STOCHASTIC convergence; *APPROXIMATION theory

• Source: SIAM Journal on Optimization. 2011, Vol. 21 Issue 1, p287-313. 27p.

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PARAMETRIC NONLINEAR PROGRAMMING PROBLEMS UNDER THE RELAXED CONSTANT RANK CONDITION.

Subjects: *NONLINEAR programming; *MATHEMATICAL programming; *ALGORITHMS

• Source: SIAM Journal on Optimization. 2011, Vol. 21 Issue 1, p314-332. 19p.

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CONVERGENCE OF NEW INERTIAL PROXIMAL METHODS FOR DC PROGRAMMING.

• Authors : Maingé, Paul-Emile¹ ; Moudafi, Abdellatif¹

Subjects: *STOCHASTIC convergence; *MATHEMATICAL analysis; ITERATIVE methods (Mathematics)

• Source: SIAM Journal on Optimization. 2008, Vol. 19 Issue 1, p397-413. 17p.

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STOCHASTIC R0 MATRIX LINEAR COMPLEMENTARITY PROBLEMS.

• Authors : Haitao Fang¹ ; Xiaojun Chen² ; Fukushima, Masao³

Subjects: *STOCHASTIC analysis; *APPROXIMATION theory; *MATHEMATICAL analysis

• Source: SIAM Journal on Optimization. 2007, Vol. 18 Issue 2, p482-506. 25p. 1 Diagram, 6 Charts.

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A two-sided relaxation scheme for Mathematical Programs with Equilibrium Constraints.

• Authors : Demiguel, Victor¹ ; Friedlander, Michael P.² ; Nogales, Francisco J.³

Subjects: *MATHEMATICS; *STOCHASTIC convergence; NUMERICAL analysis

• Source: SIAM Journal on Optimization. 2005, Vol. 16 Issue 2, p587-609. 23p. 2 Charts, 1 Graph.

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