Algorithms for Decision Making
简介：
本书对不确定性下的决策算法进行了广泛的介绍。它涵盖了与决策相关的各种主题，介绍了基本的数学问题公式和解决它们的算法。提供了图形，示例和练习，以传达各种方法背后的直觉。它需要一定的数学成熟度，并假设事先接触过多变量微积分，线性代数和概率概念。附录中提供了一些审查材料。这本书特别有用的学科包括数学，统计学，计算机科学，航空航天，电气工程和运筹学。本教科书的基础是算法，这些算法都在Julia编程语言中实现。
英文简介：
This book provides a broad introduction to algorithms for decision making under uncertainty. It covers a wide variety of topics related to decision making, introducing the underlying mathematical problem formulations and the algorithms for solving them. Figures, examples, and exercises are provided to convey the intuition behind the various approaches.
It requires some mathematical maturity and assumes prior exposure to multivariable calculus, linear algebra, and probability concepts. Some review material is provided in the appendices.
Disciplines where the book would be especially useful include mathematics, statistics, computer science, aerospace, electrical engineering, and operations research.
Fundamental to this textbook are the algorithms, which are all implemented in the Julia programming language.
- 书名
- Algorithms for Decision Making
- 译名
- 决策算法
- 语言
- 英语
- 年份
- 2022
- 页数
- 700页
- 大小
- 12.18 MB
- 标签
- 算法
- 下载
Algorithms for Decision Making.pdf- 密码
- 65536
最后更新：2025-04-12 23:57:35