Concepedia
Statistics
Publications
16
Citations
834
H-Index
14
Active since
1988
Affiliations
George Mason University(Current)
IBM (United States)
IBM Research - Thomas J. Watson Research Center
Roman A. Polyak is an author at George Mason University specializing in optimization, natural sciences, and nonlinear programming.
Publications per year
1988–2012
Modified barrier functions (theory and methods)
Roman A. Polyak · Mathematical Programming · 1992 · 254 citations
Natural Sciences, Chemical Engineering, Computational Chemistry +2
Nonlinear rescaling and proximal-like methods in convex optimization
Roman A. Polyak, Marc Teboulle · Mathematical Programming · 1997 · 87 citations
Natural Sciences, Mathematics, Optimization +11
Smooth Optimization Methods for Minimax Problems
Roman A. Polyak · SIAM Journal on Control and Optimization · 1988 · 75 citations
Natural Sciences, Mathematics, Algorithms +16
Log-Sigmoid Multipliers Method in Constrained Optimization
Roman A. Polyak · Annals of Operations Research · 2001 · 54 citations
Natural Sciences, Computer Science, Mathematics +12
Nonlinear rescaling vs. smoothing technique in convex optimization
Roman A. Polyak · Mathematical Programming · 2002 · 54 citations
Natural Sciences, Decision Sciences, Optimization +7
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