Nonlinear Programming Analysis and Methods

Avriel, Mordecai.

Nonlinear Programming Analysis and Methods - 1ra - New York : Dover Publications, 1976 - 512 páginas

1.Introduction. 2.Classical optimization unconstrained and equality constrained problems. 3.Optimality conditions for constrained extrema. 4.Convex sets and functions. 5.Duality in nonlinear convex programming. 6.Generalized convexity. 7.Analysis of selected nonlinear programming problems. 8.One- dimensional optimization. 9.Multidimensional unconstrained optimization without derivatives: empirical and conjugate direction methods. 10.Second derivate, steepest descent and conjugate gradient methods. 11.Variable metric algorithmic. 12.Penalty function methods. 13.Solution of constrained problems by extensions of unconstrained optimization techniques. 14.Approximation-type algorithms.

fcnm1744

519.76I/A92