https://blog.namln.org/en/categories/convex-optimizations/Recent content in Convex Optimizations on Nam LeHugoen-USMon, 15 Jul 2024 00:00:00 +0000https://blog.namln.org/en/mathematics/analysis/optimization/cvx-refs/Mon, 15 Jul 2024 00:00:00 +0000https://blog.namln.org/en/mathematics/analysis/optimization/cvx-refs/<h2 class="heading" id="ebooks"> Ebooks<span class="heading__anchor"> <a href="#ebooks">#</a></span> </h2><ol> <li>Boris Mordukhovich , Nguyen Mau Nam. <a href="https://link.springer.com/book/10.1007/978-3-031-26458-0">An Easy Path to Convex Analysis and Applications</a>. 2023</li> <li>Yurii Nesterov. <a href="https://link.springer.com/book/10.1007/978-3-319-91578-4">Lectures on Convex Optimization</a>. 2018</li> <li>Sébastien Bubeck. <a href="https://arxiv.org/abs/1405.4980">Convex Optimization: Algorithms and Complexity</a>. 2015</li> <li>Dimitri Bertsekas. <a href="https://mcube.lab.nycu.edu.tw/~cfung/docs/books/bertsekas1999nonlinear_programming.pdf">Nonlinear Programming</a>. 2016</li> <li>Boris Teodorovich Polyak. <a href="https://www.researchgate.net/profile/Boris-Polyak-2/publication/342978480_Introduction_to_Optimization/links/5f1033e5299bf1e548ba4636/Introduction-to-Optimization.pdf">Introduction to Optimization</a>. 1987</li> <li>R. T. Rockafellar. Convex Analysis. 1970</li> <li>H. H. Bauschke &amp; P. L. Combettes. <a href="https://link.springer.com/book/10.1007/978-3-319-48311-5">Convex Analysis and Monotone Operator Theory in Hilbert Spaces</a>. 2011</li> <li>Lieven Vandenberghe and Stephen P. Boyd. <a href="https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf">Convex Optimization</a>. 2004</li> </ol> <h2 class="heading" id="papers"> Papers<span class="heading__anchor"> <a href="#papers">#</a></span> </h2><ol> <li>Yu. E. Nesterov. <a href="https://hengshuaiyao.github.io/papers/nesterov83.pdf">A method of solving a convex programming problem with convergence rate</a>. 1983</li> </ol>