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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the truncated conjugate gradients algorithm for solving positive definite linear maps. It explains the iterative process, the computation of conjugate directions, and the minimization of a quadratic function subject to constraints. The instructor discusses the trust-region method and the local and global behavior of the algorithm, providing theoretical insights and practical applications.