This textbook provides a step-by-step approach to numerical methods in engineering modelling. The authors provide a consistent treatment of the topic, from the ground up, to reinforce for students that numerical methods are a set of mathematical modelling tools which allow engineers to represent real-world systems and compute features of these systems with a predictable error rate. Each method presented addresses a specific type of problem, namely root-finding, optimization, integral, derivative, initial value problem, or boundary value problem, and each one encompasses a set of algorithms to solve the problem given some information and to a known error bound. The authors demonstrate that after developing a proper model and understanding of the engineering situation they are working on, engineers can break down a model into a set of specific mathematical problems, and then implement the appropriate numerical methods to solve these problems

从springer上找到的，Nonlinear optimization的常见方法很全面哦：）

level set methods and dynamic implicit surfaces和工具箱.交互看很有用

开发人员

Kernel Methods for Pattern Analysis，讲解模式分析与机器学习中用到的核方法，书中配有相应的matlab语句，很经典实用的教材

这本书适合本科生，低年级博士生学习，是用数学研究金融领域的一本很好的教材。

数值计算（c/c++）的好书： Review 'The author's engaging writing style makes this a very enjoyable book. Each topic starts with interesting observational material, then goes to a discussion of the physical concepts, amplified by mathematics, and very good figures, and then ties it up by finishing with more observational applications, either solving the problem posed at the beginning of the chapter or presenting new ones. This is a perfect book for seniors.' - Marc L. Kutner, author of Astronomy: A Physical Perspective 'A lucid introduction to a selection of basic topics in astronomy, explaining the physics behind the astrophysics. Radiative processes are treated with just the right level of rigor that students learn how to carry out useful computations while developing their physical intuition. I have successfully used portions of this book for my first-year graduate class.' - Eugene Chiang, Associate Professor of Astronomy, University of California, Berkeley Review of Astronomy Methods, also by Hale Bradt: '... a brilliant addition to the pedagogy. It is timely, focused, well written, and at the appropriate level ... Astronomy Methods will be useful to all students of astronomy and astrophysics, irrespective of whether they intend to specialize in observational astronomy. The material can be adapted easily for various related courses, which makes the book even more valuable.' - Physics Today

Dual and primal-dual methods for solving strictly convex quadratic programs.pdf

Research Methods in Human-Computer Interaction Second Edition人机交互领域中一本不错的书，很多做人机交互的相关研究都在参考这本书，这是第二版，英文原版，全面详细的讲述如何进行HCI的相关研究。

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