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Course Materials - Spring 2025

MTH702: Optimization

 TB = Textbook or Required reading                     REF = Reference or supplemental reading

 

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

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

Springer Yes QA402.5.N4617 2004