# Olvi L. Mangasarian > American mathematician **Wikidata**: [Q15837516](https://www.wikidata.org/wiki/Q15837516) **Wikipedia**: [English](https://en.wikipedia.org/wiki/Olvi_L._Mangasarian) **Source**: https://4ort.xyz/entity/olvi-l-mangasarian ## Summary Olvi L. Mangasarian was an American mathematician and computer scientist known for his pioneering contributions to mathematical programming optimization and its applications to machine learning. He spent his career as a professor at leading universities and mentored numerous doctoral students who became prominent figures in mathematics and computer science. ## Biography - Born: January 12, 1934, in Baghdad - Nationality: United States - Education: Harvard University - Known for: Seminal contributions to the theory and algorithms of optimization and applications to machine learning - Employer(s): University of Wisconsin–Madison, University of California, San Diego - Field(s): mathematics, computer science ## Contributions Olvi L. Mangasarian made foundational contributions to mathematical programming and optimization theory that significantly influenced both theoretical and applied mathematics. His work bridged optimization techniques with machine learning applications, developing algorithms that became fundamental in the field. As a professor, he advised ten doctoral students who went on to make their own significant contributions to mathematics and computer science. His research specifically focused on optimization methods that could be applied to real-world problems, earning him recognition through the Frederick W. Lanchester Prize in 2000 and a fellowship in the Society for Industrial and Applied Mathematics in 2011. ## FAQs ### Q: What was Olvi L. Mangasarian's most significant contribution? A: He made seminal contributions to the theory and algorithms of optimization and their applications to machine learning, earning recognition as a Fellow of the Society for Industrial and Applied Mathematics in 2011. ### Q: Where did Olvi L. Mangasarian work as a professor? A: He worked as a professor at both the University of Wisconsin–Madison and the University of California, San Diego throughout his academic career. ### Q: Who were Olvi L. Mangasarian's doctoral students? A: His doctoral students included Stephen M. Robinson, Kristin Bennett, Michael C. Ferris, Shih-Ping Han, Karen Medhi, Tsong-Jen Huang, Ubaldo M. Garcia-Palomares, Tzong-Huei Shiau, Pudukkotai K. Subramanian, and Yuh-Jye Lee. ### Q: What awards did Olvi L. Mangasarian receive? A: He received the Frederick W. Lanchester Prize in 2000 and was named a Fellow of the Society for Industrial and Applied Mathematics in 2011. ## Why They Matter Olvi L. Mangasarian's work fundamentally shaped the field of optimization theory and its practical applications to machine learning. His research provided mathematical foundations that enabled computational solutions to complex problems, influencing generations of researchers and practitioners. As an educator, he trained numerous doctoral students who became leaders in mathematics and computer science, extending his impact across multiple academic institutions. His algorithms continue to be applied in various fields, demonstrating the enduring value of his theoretical contributions to optimization science. ## Notable For - Pioneering contributions to the theory and algorithms of optimization - Developing applications of optimization to machine learning - Mentoring ten doctoral students who became prominent mathematicians and computer scientists - Recipient of the Frederick W. Lanchester Prize (2000) - Fellow of the Society for Industrial and Applied Mathematics (2011) ## Body ### Early Life and Education Olvi L. Mangasarian was born on January 12, 1934, in Baghdad, and held citizenship in the United States. He pursued advanced education at Harvard University, where he completed his doctoral studies under the guidance of Bernard Budiansky. ### Academic Career Mangasarian worked as a professor at two major universities during his academic career. He was affiliated with the University of Wisconsin–Madison and also served at the University of California, San Diego. His research focused primarily on mathematics and computer science, with special emphasis on mathematical programming and optimization theory. ### Research and Contributions His scholarly contributions centered on mathematical programming and optimization. Mangasarian developed algorithms and theoretical frameworks that bridged optimization techniques with machine learning applications. His research had significant practical impact, providing computational solutions to complex problems in various scientific and engineering domains. He maintained an active academic profile with various identifiers in scholarly databases, including MR author ID 119165 and zbmath author ID mangasarian.olvi-l. ### Recognition and Awards Mangasarian received several honors for his contributions to mathematics and computer science. In 2000, he was awarded the Frederick W. Lanchester Prize. His most significant recognition came in 2011 when he was named a Fellow of the Society for Industrial and Applied Mathematics "for seminal contributions to the theory and algorithms of optimization and applications to machine learning." ### Academic Legacy As an educator, Mangasarian advised ten doctoral students who went on to make their own significant contributions to mathematics and computer science. His students included Stephen M. Robinson, Kristin Bennett, Michael C. Ferris, Shih-Ping Han, Karen Medhi, Tsong-Jen Huang, Ubaldo M. Garcia-Palomares, Tzong-Huei Shiau, Pudukkotai K. Subramanian, and Yuh-Jye Lee. ### Final Years Olvi L. Mangasarian passed away on March 15, 2020, in Madison, Wisconsin, leaving behind a substantial body of work that continues to influence the fields of optimization and machine learning. His research remains widely cited and his teaching legacy persists through the students he mentored throughout his career. ## References 1. Integrated Authority File 2. [Source](https://www.siam.org/prizes-recognition/fellows-program/all-siam-fellows?page=2) 3. Mathematics Genealogy Project 4. Virtual International Authority File 5. CiNii Research 6. [Source](https://www.cs.wisc.edu/2020/03/20/olvi-mangasarian-emeritus-professor-and-pioneer-in-mathematical-programming-passed-away-march-15/) 7. [LIBRIS. 2002](https://libris.kb.se/katalogisering/gdsvv8w05h2p0zm) 8. National Library of Israel Names and Subjects Authority File 9. Catalogo of the National Library of India