Numerical Methods and Optimization

Basics: Preliminaries. Numbers and Errors. Numerical Methods for Standard Problems: Elements of Numerical Linear Algebra. Solving Equations. Polynomial Interpolation. Numerical Integration. Numerical Solution of Differential Equations. Introduction to Optimization: Basic Concepts. Complexity Issues. Introduction to Linear Programming. The Simplex Method for Linear Programming. Duality and Sensitivity Analysis in Linear Programming. Unconstrained Optimization. Constrained Optimization. Notes and References. Bibliography. Index.

Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.

• Tecnologia da informação: aspectos gerais
• Probabilidade e Estatística
• Ciência da Computação
• Ciência ambiental, engenharia e tecnologia
• Engenharia: geral
• Design de produtos

Interior Point Methods;Basic Feasible Solution;Introductory Numerical Methods And Introductory Optimization;Vice Versa;Solve Typical Problems Using Numerical Methods;Simplex Method;Underlying Fundamental Ideas Behind Numerical Methods;Elementary Row Operations;Analysis Of Algorithms And Computational Complexity;Strict Local Minimum;Students In Industrial And Systems Engineering (Ise) And Operations Research (Or);Regula Falsi Method;Basic Theory And Algorithms For Linear And Nonlinear Optimization;Nonbasic Variable;Cabernet Sauvignon Grapes;Optimal Tableau;Linear Independence;Original LP;Newton's Method;X2 S1 S2 S3 S4;Nonnegativity Constraints;Slack Variable;Global Minimizer;Dual LP;Composite Trapezoidal Rule;El Em;Convex Quadratic Function;RK Method;Maximum Clique Problem;Euler's Method;Polynomial Time Reducible