Английская Википедия:Arkadi Nemirovski
Шаблон:BLP sources Шаблон:Infobox scientist
Arkadi Nemirovski (born March 14, 1947) is a professor at the H. Milton Stewart School of Industrial and Systems Engineering at the Georgia Institute of Technology.[1] He has been a leader in continuous optimization and is best known for his work on the ellipsoid method, modern interior-point methods and robust optimization.[2]
Biography
Nemirovski earned a Ph.D. in Mathematics in 1974 from Moscow State University and a Doctor of Sciences in Mathematics degree in 1990 from the Institute of Cybernetics of the Ukrainian Academy of Sciences in Kiev. He has won three prestigious prizes: the Fulkerson Prize, the George B. Dantzig Prize, and the John von Neumann Theory Prize.[3] He was elected a member of the U.S. National Academy of Engineering (NAE) in 2017 "for the development of efficient algorithms for large-scale convex optimization problems",[4] and the U.S National Academy of Sciences (NAS) in 2020.[5] In 2023, Nemirovski and Yurii Nesterov were jointly awarded the 2023 WLA Prize in Computer Science or Mathematics "for their seminal work in convex optimization theory, including the theory of self-concordant functions and interior-point methods, a complexity theory of optimization, accelerated gradient methods, and methodological advances in robust optimization."[6]
Academic work
Nemirovski first proposed mirror descent along with David Yudin in 1983.[7]
His work with Yurii Nesterov in their 1994 book[8] is the first to point out that the interior point method can solve convex optimization problems, and the first to make a systematic study of semidefinite programming (SDP). Also in this book, they introduced the self-concordant functions which are useful in the analysis of Newton's method.[9]
Books
- co-authored with Yurii Nesterov: Шаблон:Cite book
- co-authored with Aharon Ben-Tal: Шаблон:Cite book[10]
- co-authored with A. Ben-Tal and L. El Ghaoui: Шаблон:Cite book
References
External links
- Arkadi Nemirovski, Ph.D. – ISyE Шаблон:Webarchive
- Arkadi Nemirovski's website Шаблон:Webarchive
- Arkadi Nemirovski – Technion
- https://web.archive.org/web/20160513155431/https://www.informs.org/Recognize-Excellence/INFORMS-Prizes-Awards/John-von-Neumann-Theory-Prize
Шаблон:John von Neumann Theory Prize recipients Шаблон:Authority control
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Arkadi Nemirovsky and David Yudin. Problem Complexity and Method Efficiency in Optimization. John Wiley & Sons, 1983
- ↑ Шаблон:Cite book
- ↑ Шаблон:Cite book
- ↑ Шаблон:Cite journal
- Английская Википедия
- 1947 births
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- 20th-century American mathematicians
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- Russian mathematicians
- Jewish American scientists
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- John von Neumann Theory Prize winners
- Georgia Tech faculty
- Members of the United States National Academy of Sciences
- 21st-century American Jews
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