- 书名：First-Order Methods in Optimization
- 出版社：Society for Industrial and Applied Mathematics
- 作者：Beck, A.
- 出版年份：2017
- 电子书格式： pdf
- 简介：This book provides a comprehensive overview of first-order methods in optimization. It delves into various algorithms and techniques, exploring their applications in diverse fields. Key topics include gradient descent, coordinate descent, and stochastic gradient descent. The book also analyzes convergence properties and practical implementations. Suitable for researchers and practitioners in optimization, machine learning, and related areas. Discover effective solutions to optimization problems with this in-depth guide.
- ISBN：9781611974997, 16119
- 下载地址（点击下载）：
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