Useful links for optimizers!
Convex Optimization course (Stanford):
https://see.stanford.edu/Course/EE364A https://see.stanford.edu/Course/EE364B
Books:
https://web.stanford.edu/~boyd/cvxbook/
https://www2.isye.gatech.edu/~nemirovs/lmco_run.pdf
https://www.amazon.com/Introduction-Linear-Optimization-Scientific-Computation/dp/1886529191
Repository of videos and other information at IMPA (Brazil): https://svan2016.sciencesconf.org/resource/page/id/20
Plenaries and tutorials of ICSP (International Conference on Stochastic Programming) 2016:
https://www.youtube.com/playlist?list=PLo4jXE-LdDTTJhcijVJ0BuUTtxAymUkP-
Stochastic Optimizaitons course (IMPA - Brazil):
https://www.youtube.com/playlist?list=PLo4jXE-LdDTSmKVxiE130o1KebekNk00R
Books:
https://www2.isye.gatech.edu/people/faculty/Alex_Shapiro/TutorialSP.pdf
https://link.springer.com/book/10.1007/978-1-4614-0237-4
Robust optimization:
https://sites.google.com/site/robustoptimization/
Tutorials is form of scripts and Jupyter notebooks: https://github.com/JuliaOpt/JuMPTutorials.jl
JuMP webpage:
https://jump.dev/ (See workshops for many recorded presentations)
One (slightly not up to date) video Tutorial: https://www.youtube.com/watch?v=RJsZDk-27mk&list=PLP8iPy9hna6QkxelZiDOc5HnVGvQmEsLX&index=20&t=0s
Intro:
https://www.youtube.com/watch?v=4igzy3bGVkQ&list=PLP8iPy9hna6SCcFv3FvY_qjAmtTsNYHQE https://www.youtube.com/watch?v=8h8rQyEpiZA