Michael Grant, Ph.D.
d/b/a, CVX ResearchAustin, Texas, United States
Research field: Mathematics - Mathematical Modelling and Industrial Mathematics
Convex optimization
Compressive sampling
Efficient computational algorithms
Publications
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Book Section (2)
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Michael C. Grant, Stephen P. Boyd (2008) Graph Implementations for Nonsmooth Convex Programs, 95-110. In Recent Advances in Learning and Control.
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Michael Grant, Stephen Boyd, Yinyu Ye (2006) Disciplined Convex Programming, 155-210. In Global Optimization: From Theory to Implementation.
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Computer Program (1)
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Michael C. Grant, Stephen P. Boyd (2009) CVX: Matlab Software for Disciplined Convex Programming.
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Biographical Information
Michael Grant is an independent researcher and consultant in computational mathematics, specializing in optimization, signal processing, and simulation. He is the primary developer and maintainer of CVX, a modeling framework for disciplined convex programming. As of April 2009, CVX had been incorporated into coursework in at least 29 universities and used in some capacity in over 120 additional universities, research institutions, and corporations.
Dr. Grant received a B.S. degree in Electrical and Computer Engineering from the The University of Texas at Austin in 1990; and M.S. and Ph.D. degrees in Electrical Engineering from Stanford University in 1992 and 2005, respectively, as part of the Information Systems Laboratory. He was the recipient of a National Merit Scholarship, a Virginia and Ernest Cockrell, Jr. Scholarship in Engineering, and a National Science Foundation Fellowship.
After the completion of his doctorate, Dr. Grant remained at Stanford to serve as a consulting assistant professor in the Information Systems Laboratory. He also served as a research associate in the Department of Energy Resources Engineering, where he assisted in the development of the Smart Fields Consortium, a multidisciplinary program tasked with applying advanced optimization methods to petroleum reservoir development.
In the 1990s, Dr. Grant was a co-founder and vice president of product development at Numerical Technologies, Inc. (later acquired by Synopsys), which applied advanced numerical methods to the simulation, verification, and design of the semiconductor lithography process. He was also an early contributor to Clarity Wireless, Inc. (later acquired by Cisco Systems, Inc.), which designed and produced advanced wireless networking algorithms, chipsets, and equipment.
In addition to the continued development of CVX, Dr. Grant is a co-founder and chief engineer of Cardinal Optimization Inc., a company devoted to the commercialization of several optimization-based localization technologies. He holds a part-time position as Staff Scientist in the Department of Applied and Computational Mathematics at the California Institute of Technology, where he participates in research in the area of compressed sensing. In addition, he teaches an annual, graduate-level course in Nonlinear Programming for the Operations Research and Industrial Engineering Group at the The University of Texas at Austin.
Dr. Grant currently lives in Austin, TX, where he enjoys spending time with his wife Callie and daughter Anna, indulging in a few video games, and serving in his church.
Dr. Grant received a B.S. degree in Electrical and Computer Engineering from the The University of Texas at Austin in 1990; and M.S. and Ph.D. degrees in Electrical Engineering from Stanford University in 1992 and 2005, respectively, as part of the Information Systems Laboratory. He was the recipient of a National Merit Scholarship, a Virginia and Ernest Cockrell, Jr. Scholarship in Engineering, and a National Science Foundation Fellowship.
After the completion of his doctorate, Dr. Grant remained at Stanford to serve as a consulting assistant professor in the Information Systems Laboratory. He also served as a research associate in the Department of Energy Resources Engineering, where he assisted in the development of the Smart Fields Consortium, a multidisciplinary program tasked with applying advanced optimization methods to petroleum reservoir development.
In the 1990s, Dr. Grant was a co-founder and vice president of product development at Numerical Technologies, Inc. (later acquired by Synopsys), which applied advanced numerical methods to the simulation, verification, and design of the semiconductor lithography process. He was also an early contributor to Clarity Wireless, Inc. (later acquired by Cisco Systems, Inc.), which designed and produced advanced wireless networking algorithms, chipsets, and equipment.
In addition to the continued development of CVX, Dr. Grant is a co-founder and chief engineer of Cardinal Optimization Inc., a company devoted to the commercialization of several optimization-based localization technologies. He holds a part-time position as Staff Scientist in the Department of Applied and Computational Mathematics at the California Institute of Technology, where he participates in research in the area of compressed sensing. In addition, he teaches an annual, graduate-level course in Nonlinear Programming for the Operations Research and Industrial Engineering Group at the The University of Texas at Austin.
Dr. Grant currently lives in Austin, TX, where he enjoys spending time with his wife Callie and daughter Anna, indulging in a few video games, and serving in his church.
CV
Professional Experience
2009 - Present
Guest Lecturer at Department of Mechanical Engineering, University of Texas at Austin
Austin, Texas, United States
Classes taught:
Nonlinear Programming
Austin, Texas, United States
Classes taught:
Nonlinear Programming
2008 - Present
Staff Scientist at Applied and Computational Mathematics, California Institute of Technology
Pasadena, California, United States
Pasadena, California, United States
2007 - Present
2007 - Present
May 2006 - Apr 2007
Research Associate at Department of Energy Resources Engineering, Stanford University
Stanford, California, United States
Stanford, California, United States
Aug 2005 - Jun 2006
Consulting Assistant Professor at Information Systems Laboratory, Stanford University
Stanford, California, United States
Stanford, California, United States
Nov 1998 - Jul 2001
Aug 1998 - Nov 1998
Algorithm Design Engineer at Clarity Wireless, Inc. (acquired by Cisco Systems, Inc.)
Belmont, California, United States
Belmont, California, United States
Oct 1995 - Jan 1998
Co-founder and Vice President of Product Development at Numerical Technologies, Inc. (acquired by Synopsys)
Palo Alto, California, United States
Palo Alto, California, United States
Education
Jun 1992 - Jan 2005
Stanford University
in Stanford, California, United States
Ph.D., Electrical Engineering
Ph.D., Electrical Engineering
Aug 1990 - Jun 1992
Stanford University
in Stanford, California, United States
M.S., Electrical Engineering
M.S., Electrical Engineering
Aug 1986 - May 1990
The University of Texas at Austin
in Austin, Texas, United States
B.S., Electrical and Computer Engineering
B.S., Electrical and Computer Engineering
Consulting Services
Integrated Systems, Inc.; Airgo Networks; Vivecon Corporation; Qualcomm Corporation; InView Technology Corporation
Integrated Systems, Inc.; Airgo Networks; Vivecon Corporation; Qualcomm Corporation; InView Technology Corporation
Contact Information
| Webpage: | cvxr.com |
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