Stochastic Optimization Authors: Johannes Josef SchneiderScott Kirkpatrick The search for optimal solutions pervades our daily lives. From the scientific point of view, optimization procedures play an eminent role whenever exact solutions to a given problem are not at hand or a compromise has to be sought, e.g. to obtain a sufficiently accurate solution within a given amount of time. This book addresses stochastic optimization procedures in a broad manner, giving an overview of the most relevant optimization philosophies in the first part. The second part deals with benchmark problems in depth, by applying in sequence a selection of optimization procedures to them. While having primarily scientists and students from the physical and engineering sciences in mind, this book addresses the larger community of all those wishing to learn about stochastic optimization techniques and how to use them.

EPI Elements of Programming Interviews - The Insider's Guide 第2版，C++语言

Stochastic-Modeling模式识别

COMPLETE-SOLUTIONS-Elements-of-Information-Theory-2nd-Edition-manual-chapters-1-17 对应翻译版教材《信息论基础》 第二版完整答案 现有的很多都是第一版完整答案

本书浓缩了作者20多年C++的经验。很多小条都可以扩展出来很多的篇幅。个人感觉此书适合对C++有一定了解，但了解得不是很透彻的人阅读

设计模式：可复用面向对象软件的基础（中文）Design Patterns：Elements of Reusable Object-Oriented software

A Computational Approach to Edge Detection,J. Canny关于边缘检测的经典著作；

Before you buy this book, please first head over to our sample page - elementsofprogramminginterviews.com/sample The sampler should give you a very good idea of the quality and style of our book. In particular, be sure you are comfortable with the level and with our Java coding style. Complete programs are available at epibook.github.io. Since different candidates have different time constraints, EPI includes a study guide with several scenarios, ranging from weekend Hackathon to semester long preparation with a recommended a subset of problems for each scenario. All problems are classified in terms of their difficulty level and include many variants to help you apply what you have learned more widely. All problems includes hints for readers who get stuck. This simulates what you will face in the real interview. The version being sold by Amazon itself is always current. Some resellers may have older versions, especially if they sell used copies. Table of Contents Part I The Interview Chapter 1 Getting Ready Chapter 2 Strategies For A Great Interview Chapter 3 Conducting An Interview Chapter 4 ProblemSolving Part II Problems Chapter 5 Primitive Types Chapter 6 Arrays Chapter 7 Strings Chapter 8 Linked Lists Chapter 9 Stacks and Queues Chapter 10 Binary Trees Chapter 11 Heaps Chapter 12 Searching Chapter 13 Hash Tables Chapter 14 Sorting Chapter 15 Binary Search Trees Chapter 16 Recursion Chapter 17 Dynamic Programming Chapter 18 Greedy Algorithms and Invariants Chapter 19 Graphs Chapter 20 Parallel Computing Part III Domain Specific Problems Chapter 21 Design Problems Chapter 22 Language Questions Chapter 23 Object-Oriented Design Chapter 24 Common Tools Part IV The Honors Class Chapter 25 Honors Class Part V Notation, and Index

《随机微积分应用于金融学概论》 此文档仅用于学习交流使用，请勿用做商业用途，违者后果自负

A first course in stochastic processes (2ed., AP, 1975)Karlin S., Taylor