Concept
variational inequalities
Parents
Children
Approximation TheoryComplementarity ProblemsDuality TheoryFunctional AnalysisNetwork Theory (Electrical Engineering)
11K
Publications
521.4K
Citations
11.4K
Authors
2.9K
Institutions
Banach-Space Variational Duality
1966 - 1972
The period saw a unification of optimality and duality frameworks for variational problems in Banach spaces, consolidating generalized Kuhn–Tucker conditions and Banach-space dual representations to address constraint qualifications and sufficiency in non-convex contexts, along with convergence analysis, regularity results, and numerical strategies. Historical Significance: These developments established a rigorous infinite-dimensional VI theory that blends duality, regularity, and approximation, laying foundational tools for PDE-constrained optimization and variational calculus that influenced subsequent control, analysis, and computational methods.
• Unification of optimality and duality frameworks for variational problems in Banach spaces, consolidating generalized and asymptotic Kuhn–Tucker conditions and Banach-space dual representations to address constraint qualifications and sufficiency in non-convex settings [1] [9] [11].
• Regularity results and convergence analysis for variational inequality solutions, including elliptic-variational regularity, convergence of solution sets under convexity, and structural properties like the coincidence set [2] [3] [12].
• Existence, smoothness, and approximation for nonlinear and non-coercive variational inequalities, complemented by dual and numerical solution strategies that address existence/approximability in challenging VI contexts [19] [8] [7].
• Numerical methods and approximation theory for variational problems, highlighting dual solution methods, constrained Chebyshev-type approximations, and L2-approximation frameworks that bridge VIs and computational methods [7] [10] [5].
• Bounds and extremal constants for differential-inequality contexts, focusing on best constants in integral inequalities and upper/lower bounds for differential-inequality solutions (e.g., Poisson–Boltzmann) to bound VI-related quantities [13] [15] [20].
Proximal-Point Variational Inequalities
1973 - 1981
Iterative Projection Variational Inequalities
1982 - 1988
Operator-Splitting Variational Inequalities
1989 - 1995
Projection-Driven Variational Inequalities
1996 - 2002
Relaxed Extragradient Projection
2003 - 2009
Subgradient-Extragradient Variational Inequalities
2010 - 2016
Inertial Projection–Extrapolation for VI
2017 - 2023