Books
Textbook
Nonlinear Programming, Dimitri P. Bertsekas, Athena Scientific, 3rd Edition, 2016. Required!
References
Numerical Optimization, Jorge Nocedal and Stephen J. Wright, Springer, 2nd Edition, 2000.
Convex Analysis and Optimization, Dimitri P. Bertsekas, Anglia Nedic, and Asuman E. Ozdaglar, Athena Scientific, 2003.
Introduction to Global Optimization, Reiner. Horst, Panos M. Pardalos, and Nguyen Van Thoai, Kluwer Academic Publishers, 2nd Edition, 2000.
Finite-Dimensional Variational Inequalities and Complementarity Problems, Francisco Facchinei and Jong-Shi Pang, Springer, 2003.
線性錐優化(簡體中文), 方述誠與邢文訓, 科學出版社, 2013.
Selected journal papers
Ebooks
text: D. P. Bertsekas
Nocedal and Wright (2006) [ebook access on campus or with NTHU VPN]
Facchinei and Pang v1 (2003) [ebook access on campus or with NTHU VPN]
Facchinei and Pang v2 (2003) [ebook access on campus or with NTHU VPN]
Luenberger and Ye (2016) [ebook access on campus or with NTHU VPN]