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Jorge Nocedal information


Jorge Nocedal (born 1952) is an applied mathematician, computer scientist and the Walter P. Murphy professor at Northwestern University who in 2017 received the John Von Neumann Theory Prize. He was elected a member of the National Academy of Engineering in 2020.

Nocedal specializes in nonlinear optimization, both in the deterministic and stochastic setting. The motivation for his current algorithmic and theoretical research stems from applications in image and speech recognition, recommendation systems, and search engines.[1] In the past, he has also worked on equilibrium problems with application in robotics, traffics, and games, optimization applications in finance, as well as PDE-constrained optimization.[2]

  1. ^ "Jorge Nocedal, Walter P. Murphy Professor". Industrial Engineering & Management Sciences. Northwestern University. Retrieved 2017-12-04.
  2. ^ "Jorge Nocedal, Walter P. Murphy Professor: Research Interests". Industrial Engineering & Management Sciences. Northwestern University. Retrieved 2017-12-04.

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Jorge Nocedal

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Jorge Nocedal (born 1952) is an applied mathematician, computer scientist and the Walter P. Murphy professor at Northwestern University who in 2017 received...

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Artelys Knitro

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Optimization" (the "K" is silent) – was co-created by Richard Waltz, Jorge Nocedal, Todd Plantenga and Richard Byrd. It was first introduced in 2001, as...

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Sequential quadratic programming

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SuanShu (Java) Newton's method Secant method Model Predictive Control Jorge Nocedal and Stephen J. Wright (2006). Numerical Optimization. Springer. ISBN 978-0-387-30303-1...

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John von Neumann Theory Prize

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Computation as well as Neurodynamic Programming. 2017 Donald Goldfarb and Jorge Nocedal for seminal contributions to the theory and applications of nonlinear...

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Normal distribution

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Distributions Normal?, The British Journal for the Philosophy of Science. Jorge, Nocedal; Stephan, J. Wright (2006). Numerical Optimization (2nd ed.). Springer...

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Olive warbler

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(1): 126–127. doi:10.2307/4080235. JSTOR 4080235. Lowther, Peter E; Jorge Nocedal (1997). "Olive Warbler (Peucedramus taeniatus)". Birds of North America...

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Quadratic programming

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Companion to Applied Mathematics, Princeton University Press, pp. 281–293 Nocedal, Jorge; Wright, Stephen J. (2006). Numerical Optimization (2nd ed.). Berlin...

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Successive linear programming

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Lagrangian method (Nocedal & Wright 2006, p. 551) (Bazaraa, Sherali & Shetty 1993, p. 432) (Palacios-Gomez, Lasdon & Enquist 1982) Nocedal, Jorge; Wright, Stephen...

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Dantzig Prize

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Alexander Schrijver 2006: Eva Tardos 2009: Gérard Cornuéjols 2012: Jorge Nocedal, Laurence Wolsey 2015: Dimitri P. Bertsekas 2018: Andrzej Piotr Ruszczyński...

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List of International Congresses of Mathematicians Plenary and Invited Speakers

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Müller Stefan Müller Ludomir Newelski Harald Niederreiter Mogens Niss Jorge Nocedal Tomotada Ohtsuki Hisashi Okamoto Bob Oliver George Papanicolaou Charles...

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Barrier function

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(2 ed.). Cham, Switzerland: Springer. p. 56. ISBN 978-3-319-91577-7. Nocedal, Jorge; Wright, Stephen (2006). Numerical Optimization (2 ed.). New York, NY:...

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Centroidal Voronoi tessellation

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the cells of the cornea, and the breeding pits of the male tilapia. Nocedal, Jorge; Wright, Stephen J. (2006). Numerical Optimization. Springer Series...

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Truncated Newton method

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455.7495. doi:10.1007/BF00940345. S2CID 18990650. Nash, Stephen G.; Nocedal, Jorge (1991). "A numerical study of the limited memory BFGS method and the...

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Wolfe conditions

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SIAM Review. 13 (2): 185–188. doi:10.1137/1013035. JSTOR 2028821. Nocedal, Jorge; Wright, Stephen (1999). Numerical Optimization. p. 38. Armijo, Larry...

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2022 Balloon World Cup

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Amaro Salazar  Chile Jorge Alba Ortiz  Colombia Clément Dumais  France Vanessa Klein  Germany Joseph Romano  Italy Gerardo Nocedal  Mexico Dion de Brouwer...

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Nonlinear programming

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New York: Springer. pp. xiv+546. ISBN 978-0-387-74502-2. MR 2423726. Nocedal, Jorge and Wright, Stephen J. (1999). Numerical Optimization. Springer. ISBN 0-387-98793-2...

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Hessian matrix

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Catastrophe theory. Westview Press. p. 18. ISBN 978-0-8133-4126-2. Nocedal, Jorge; Wright, Stephen (2000). Numerical Optimization. Springer Verlag....

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Line search

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Englewood Cliffs: Prentice-Hall. pp. 111–154. ISBN 0-13-627216-9. Nocedal, Jorge; Wright, Stephen J. (1999). "Line Search Methods". Numerical Optimization...

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Krylov subspace

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method). Iterative method, which has a section on Krylov subspace methods Nocedal, Jorge; Wright, Stephen J. (2006). Numerical optimization. Springer series...

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Rate of convergence

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229–246. doi:10.2307/2153571. JSTOR 2153571. Retrieved 2020-08-02. Nocedal, Jorge; Wright, Stephen J. (2006). Numerical Optimization (2nd ed.). Berlin...

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