这是本有关统计学的书籍，主要介绍数值分析的思想在统计中的应用。

数值分析第二版 英文版 非扫描 pdf 数值分析第二版 Numerical Analysis 2nd Timothy Sauer

Numerical mathematics is the branch of mathematics that proposes, develops, analyzes and applies methods from scientific computing to several fields including analysis, linear algebra, geometry, approximation theory, functional equations, optimization and differential equations. Other disciplines such as physics, the natural and biological sciences, engineering, and economics and the financial sciences frequently give rise to problems that need scientific computing for their solutions.

CFD名著Numerical Computation of INTERNAL AND EXTERNAL FLOWS（第一版）volume 1

Java Number Cruncher The Java Programmer's Guide to Numerical Computing

The Sequential Quadratic Programming (SQP) Algorithm Given a solution estimate xk, and a small step d, an arbitrary numerical optimization problem can be approximated as follow: f(xk+d)=f(xk)+[▽f(xk)] T*d + 1/2*(dT)[▽2f(xk)]*d+.... h(xk+d)=h(xk)+[▽h(xk)]T*d + 1/2*(dT)[▽2h(xk)]*d+.... = 0 g(xk+d)=g(xk)+[▽g(xk)]T*d + 1/2*(dT)[▽2g(xk)]*d+.... >= 0 where x=[x1,x2,…xk]T, d=[d1,d2,…dk]T Form the linearly-constrained/quadratic minimization problem: Minimize: f(xk)+[▽f(xk)]T*d + 1/2*(dT)[▽2f(xk)]*d Subject to: h(xk)+[▽h(xk)]T*d = 0; g(xk)+[▽g(xk)]T*d >=0; In the SQP loop, the approximate QP should be a convex Quadratic Programming, in which the matrix Q = ▽2f(xk) should be positive semidefinite, Q ≥ 0. Actually, the Q is the Hessian matrix of the function f(x) at the point xk.

Numerical-Optimization 数值优化 第2版 高清版 pdf 电子书 带目录

"This important volume is the first part of a two-part textbook (the second part is entitled Conservation laws and elliptic equations). The text includes interesting homework problems that implement different aspects of most of the schemes discussed. The implementation aspect of this text includes a large amount of computing. Other useful aspects of computing included in this volume are symbolic computing and the use of graphics for analysis. Prerequisites suggested for using this book might include one semester of partial differential equations and some programming capability. This book will be a good reference text for students." -- MATHEMATICAL REVIEWS

Numerical Analysis-Burden Faires 9th

talent q numerical test for standard charter, all questions cover