Methods of Descent for Nondifferentiable Optimization
Kiwiel, Krzysztof C.
Methods of Descent for Nondifferentiable Optimization [electronic resource] / by Krzysztof C. Kiwiel. - VIII, 364 p. online resource. - Lecture Notes in Mathematics, 1133 0075-8434 ; . - Lecture Notes in Mathematics, 1133 .
Fundamentals -- Aggregate subgradient methods for unconstrained convex minimization -- Methods with subgradient locality measures for minimizing nonconvex functions -- Methods with subgradient deletion rules for unconstrained nonconvex minimization -- Feasible point methods for convex constrained minimization problems -- Methods of feasible directions for nonconvex constrained problems -- Bundle methods -- Numerical examples.
9783540395096
10.1007/BFb0074500 doi
Systems theory.
Mathematical optimization.
Systems Theory, Control.
Calculus of Variations and Optimal Control; Optimization.
Q295 QA402.3-402.37
519
Methods of Descent for Nondifferentiable Optimization [electronic resource] / by Krzysztof C. Kiwiel. - VIII, 364 p. online resource. - Lecture Notes in Mathematics, 1133 0075-8434 ; . - Lecture Notes in Mathematics, 1133 .
Fundamentals -- Aggregate subgradient methods for unconstrained convex minimization -- Methods with subgradient locality measures for minimizing nonconvex functions -- Methods with subgradient deletion rules for unconstrained nonconvex minimization -- Feasible point methods for convex constrained minimization problems -- Methods of feasible directions for nonconvex constrained problems -- Bundle methods -- Numerical examples.
9783540395096
10.1007/BFb0074500 doi
Systems theory.
Mathematical optimization.
Systems Theory, Control.
Calculus of Variations and Optimal Control; Optimization.
Q295 QA402.3-402.37
519