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References

Published online by Cambridge University Press:  22 October 2025

Fatma Kılınç-Karzan  and
Arkadi Nemirovski
Fatma Kılınç-Karzan
Affiliation:
Carnegie Mellon University, Pennsylvania
Arkadi Nemirovski
Affiliation:
Georgia Institute of Technology
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Essential Mathematics for Convex Optimization , pp. 425
Publisher: Cambridge University Press
Print publication year: 2025

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References

Axler, S., Linear algebra done right, 3rd edition, Undergraduate Texts in Mathematics, Springer, 2015.CrossRefGoogle Scholar
Bertsekas, D., Nedic, A., and Özdaǧlar, A., Convex analysis and optimization, Athena Scientific, 2003.Google Scholar
Ben-Tal, A. and Nemirovski, A., Lectures on modern convex optimization: analysis, algo- rithms, and engineering applications, SIAM 2001 and https://www.isye.gatech.edu/∼nemirovs/LMCOLN2024Spring.pdf 2023.CrossRefGoogle Scholar
Boyd, S. and Vandenberghe, L., Convex optimization, Cambridge University Press, 2004.CrossRefGoogle Scholar
Edwards, C. H., Advanced calculus of several variables, Courier Corporation, 2012.Google Scholar
Gelfand, I. M., Lectures on linear algebra, Dover Books on Mathematics, Dover Publications, 1989.Google Scholar
Hiriart-Urruty, J.-B. and Lemarechal, C., Convex analysis and minimization algorithms, I: Fundamentals, II: Advanced theory and bundle methods, Springer, 1993.Google Scholar
Ioffe, A. D. and Tikhomirov, V. M., Theory of extremal problems, Nauka, 1974 (in Russian). English translation: Studies in Mathematics and its Applications, v. 6, North-Holland, 1979.Google Scholar
Nemirovski, A., Introduction to linear optimization, World Scientific, 2024.CrossRefGoogle Scholar
Nesterov, Yu., Lectures on convex optimization, 2nd edition, Springer, 2018.CrossRefGoogle Scholar
Passman, D. S., Lectures on linear algebra, World Scientific, 2022.CrossRefGoogle Scholar
Rockafellar, R. T., Convex analysis, Princeton University Press, 1970.CrossRefGoogle Scholar
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Strang, G., Linear algebra and its applications, Belmont, CA: Thomson, Brooks/Cole, 2006.Google Scholar

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  • References
  • Fatma Kılınç-Karzan, Carnegie Mellon University, Pennsylvania, Arkadi Nemirovski, Georgia Institute of Technology
  • Book: Essential Mathematics for Convex Optimization
  • Online publication: 22 October 2025
  • Chapter DOI: https://doi.org/10.1017/9781009510561.033
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  • References
  • Fatma Kılınç-Karzan, Carnegie Mellon University, Pennsylvania, Arkadi Nemirovski, Georgia Institute of Technology
  • Book: Essential Mathematics for Convex Optimization
  • Online publication: 22 October 2025
  • Chapter DOI: https://doi.org/10.1017/9781009510561.033
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • References
  • Fatma Kılınç-Karzan, Carnegie Mellon University, Pennsylvania, Arkadi Nemirovski, Georgia Institute of Technology
  • Book: Essential Mathematics for Convex Optimization
  • Online publication: 22 October 2025
  • Chapter DOI: https://doi.org/10.1017/9781009510561.033
Available formats
×