{"id":514,"date":"2021-03-19T15:13:42","date_gmt":"2021-03-19T14:13:42","guid":{"rendered":"http:\/\/people.unipi.it\/mauro_passacantando\/?page_id=514"},"modified":"2021-04-29T16:32:19","modified_gmt":"2021-04-29T14:32:19","slug":"optimization-methods-and-game-theory-2019-20","status":"publish","type":"page","link":"https:\/\/people.unipi.it\/mauro_passacantando\/teaching-2\/optimization-methods-and-game-theory-2019-20\/","title":{"rendered":"Optimization Methods and Game Theory \u2013 2019\/20"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/esami.unipi.it\/esami2\/programma.php?c=44156\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (apre in una nuova scheda)\">General information on the course<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Course Schedule:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Tuesday 10:30 \u2013 13:30  <\/li><li>Thursday 13:30 \u2013 15:30  <\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/unimap.unipi.it\/registri\/dettregistriNEW.php?re=3301734::::&amp;ri=9762\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Lectures schedule (apre in una nuova scheda)\">Lectures schedule<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Suggested textbooks:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>S. Boyd, L. Vandenberghe, <a rel=\"noreferrer noopener\" aria-label=\" (apre in una nuova scheda)\" href=\"http:\/\/www.stanford.edu\/~boyd\/cvxbook\" target=\"_blank\"> Convex optimization<\/a>, Cambridge University Press, 2004<\/li><li>M.S. Bazaraa, H.D. Sherali, C.M. Shetty, Nonlinear programming:  theory and algorithms, Wiley &amp; Sons, 2006 (Chapters 1-6, 8-9)<\/li><li>J. Nocedal, S. Wright, Numerical Optimization, Springer Series in  Operations Research and Financial Engineering, 2006 (Chapters 1-3, 5,  12, 16, 17)<\/li><li>A.R. Conn, K. Scheinberg, L.N. Vicente, Introduction to Derivative-Free Optimization, SIAM series on Optimization, 2009  (Chapters 1, 7)<\/li><li>N. Cristianini, J. Shawe-Taylor, An Introduction to Support Vector Machines, Cambridge University Press, 2004.<\/li><li>A.J. Smola, B. Scholkopf, A tutorial on support vector regression, Statistics and Computing, vol. 14 (2004), pp. 199-222. <\/li><li>M. Teboulle, A Unified Continuous Optimization Framework for Center-Based Clustering Methods, Journal of Machine Learning Research, vol. 8 (2007), pp. 65-102. <\/li><li>D.T. Luc, Theory of Vector Optimization, Springer, 1989 (Chapters 2, 4)<\/li><li>Y. Sawaragi, H. Nakayama, T. Tanino, Theory of Multiobjective Optimization, Academic Press, 1985 (Chapters 3, 7)<\/li><li>M.J. Osborne, A. Rubinstein, <a rel=\"noreferrer noopener\" aria-label=\" (apre in una nuova scheda)\" href=\"http:\/\/books.osborne.economics.utoronto.ca\/\" target=\"_blank\">A Course in Game Theory<\/a>, MIT press, 1994 (Chapters 1-4)<\/li><li>N. Nisan, T. Roughgarden, E. Tardos, V.V. Vazirani,  Algorithmic Game Theory, Cambridge University Press, 2007 (Chapter 3)<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Slides: <\/strong> <a href=\"http:\/\/people.unipi.it\/mauro_passacantando\/wp-content\/uploads\/sites\/208\/2021\/03\/slides.zip\"> slides.zip<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Exercises:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a rel=\"noreferrer noopener\" aria-label=\"MATLAB cheat sheet (apre in una nuova scheda)\" href=\"http:\/\/people.unipi.it\/mauro_passacantando\/wp-content\/uploads\/sites\/208\/2021\/03\/matlab_cheat_sheet.pdf\" target=\"_blank\">MATLAB cheat sheet<\/a><\/li><li><a href=\"http:\/\/people.unipi.it\/mauro_passacantando\/wp-content\/uploads\/sites\/208\/2021\/03\/exercises1.zip\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Exercises from slides (apre in una nuova scheda)\">Exercises from slides<\/a><\/li><li><a href=\"http:\/\/people.unipi.it\/mauro_passacantando\/wp-content\/uploads\/sites\/208\/2021\/03\/exercises2.zip\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Further exercises  (apre in una nuova scheda)\">Further exercises <\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>General information on the course Course Schedule: Tuesday 10:30 \u2013 13:30 Thursday 13:30 \u2013 15:30 Lectures schedule Suggested textbooks: S.&hellip;<\/p>\n<p><a class=\"btn btn-dark btn-sm unipi-read-more-link\" href=\"https:\/\/people.unipi.it\/mauro_passacantando\/teaching-2\/optimization-methods-and-game-theory-2019-20\/\">Leggi tutto&#8230;<\/a><\/p>\n","protected":false},"author":230,"featured_media":0,"parent":48,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-514","page","type-page","status-publish","hentry"],"acf":[],"featured_image_src":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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