Analysis of Langevin Monte Carlo via convex optimization
In this paper, we provide new insights on the Unadjusted Langevin Algorithm. We show that
this method can be formulated as the first order optimization algorithm for an objective …
this method can be formulated as the first order optimization algorithm for an objective …
[图书][B] Generalized convexity and optimization: Theory and applications
A Cambini, L Martein - 2008 - books.google.com
Page 1 616 LECTURE NOTES IN ECONOMICS AND MATHEMATICAL SYSTEMS Alberto
Cambini Laura Martein Generalized Convexity and Optimization Theory and Applications Springer …
Cambini Laura Martein Generalized Convexity and Optimization Theory and Applications Springer …
[图书][B] Generalized convexity, nonsmooth variational inequalities, and nonsmooth optimization
Until now, no book addressed convexity, monotonicity, and variational inequalities together.
Generalized Convexity, Nonsmooth Variational Inequalities, and Nonsmooth Optimization …
Generalized Convexity, Nonsmooth Variational Inequalities, and Nonsmooth Optimization …
[HTML][HTML] General convergence analysis for two-step projection methods and applications to variational problems
RU Verma - Applied Mathematics Letters, 2005 - Elsevier
First a general model for two-step projection methods is introduced and second it has been
applied to the approximation solvability of a system of nonlinear variational inequality …
applied to the approximation solvability of a system of nonlinear variational inequality …
Duality and network theory in passivity-based cooperative control
This paper presents a class of passivity-based cooperative control problems that have an
explicit connection to convex network optimization problems. The new notion of maximal …
explicit connection to convex network optimization problems. The new notion of maximal …
Weak sharp solutions of variational inequalities
P Marcotte, D Zhu - SIAM Journal on Optimization, 1998 - SIAM
Weak Sharp Solutions of Variational Inequalities Page 1 WEAK SHARP SOLUTIONS OF
VARIATIONAL INEQUALITIES∗ PATRICE MARCOTTE† AND DAOLI ZHU‡ SIAM J. OPTIM. c …
VARIATIONAL INEQUALITIES∗ PATRICE MARCOTTE† AND DAOLI ZHU‡ SIAM J. OPTIM. c …
Monotonicity of fixed point and normal mappings associated with variational inequality and its application
We prove sufficient conditions for the monotonicity and the strong monotonicity of fixed point
and normal maps associated with variational inequality problems over a general closed …
and normal maps associated with variational inequality problems over a general closed …
[图书][B] An introduction to nonlinear analysis and fixed point theory
HK Pathak - 2018 - Springer
Nonlinear analysis is the fascinating emerging field of the twenty-first century characterized
by a remarkable mixture of nonlinear functional analysis, nonlinear operator theory …
by a remarkable mixture of nonlinear functional analysis, nonlinear operator theory …
Global stability results for the weak vector variational inequality
YH Cheng, DL Zhu - Journal of Global Optimization, 2005 - Springer
In this paper, we consider the global stability of solutions of a Weak Vector Variational
Inequality in a finite-dimensional Euclidean space. Upper semi-continuity of the solution set …
Inequality in a finite-dimensional Euclidean space. Upper semi-continuity of the solution set …
Qualitative properties of strongly pseudomonotone variational inequalities
Qualitative properties of strongly pseudomonotone variational inequalities | SpringerLink Skip
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