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Course Materials - Spring 2024

 TB = Textbook or Required reading

 REF = Reference or supplemental reading

Optimization

Type

 

Title

eBook

Print  

Call 

Number

 S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, Cambridge, 2003.

 

Open Access Yes QA402.5.B69 2004
D. Bertsekas, Nonlinear Programming, 3rd ed. Athena Scientific, 2016.  NA Yes T57.8.B47 2016
 A. Beck, First-Order Methods in Optimization. SIAM, 2017. NA Yes QA402.5 .B42238 2017
J. Nocedal, and S. J. Wright,  Numerical Optimization, 2nd ed. Springer Series in Operations Research, Springer-Verlag, New York, 2006. Springer Yes QA402.5 .N62 2006
Book cover

Introductory Lectures on Convex Optimization: A Basic Course. Y. Nesterov. Kluwer, 2004. 

Springer Yes QA402.5.N4617 2004