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资源名称 EE364B Convex Optimization II Boyd,Stephen
资源来源 斯坦福大学
资源分类 理学学科
工学学科
资源作者 Boyd, Stephen  
适用对象 本科生
关键词 Linear Systems   Optimization   Convex Optimization  
简介 Continuation of Convex Optimization I. Subgradient, cutting-plane, and ellipsoid methods. Decentralized convex optimization via primal and dual decomposition. Alternating projections. Exploiting problem structure in implementation. Convex relaxations of hard problems, and global optimization via branch & bound. Robust optimization. Selected applications in areas such as control, circuit design, signal processing, and communications. Course requirements include a substantial project.
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入库日期 2010-07-13