Optimization: principles and algorithms - Unconstrained nonlinear optimization

所在平台: Edx

课程主页: https://www.edx.org/course/unconstrained-nonlinear-optimization

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The course assumes no prior knowledge of optimization. It relies heavily on linear algebra, analysis and calculus (matrices, derivatives, eigenvalues, etc.)

The knowledge of the programming language Python is an asset to learn the details of the algorithms. However, it is possible to follow the course without programming at all.

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课程详情

Introduction to unconstrained nonlinear optimization, Newton’s algorithms and descent methods.

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