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Keyword

optimization theory

Description: The mathematical study of methods for finding best possible solutions to problems subject to specified objectives and constraints.
Wikidata ID: wiki/Q141495
OpenAlex ID: keywords/optimization-theory
Optimization by Vector Space Methods
1970 · Students Quarterly Journal · 6,026
Nonlinear Multiobjective Optimization
1998 · Kaisa Miettinen · International series in management science/operations research/International series in operations research & management science · 4,821
Optimization Methods for Large-Scale Machine Learning
2018 · Léon Bottou, Frank E. Curtis, et al. · SIAM Review · 3,153
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Linear and Nonlinear Programming
2008 · David G. Luenberger, Yinyu Ye · International series in management science/operations research/International series in operations research & management science · 2,804
Minimax Theorems
1996 · Michel Willem · Birkhäuser Boston eBooks · 2,764
Spin Glass Theory and Beyond
1988 · M. Mezard, G. Parisi, et al. · Physics Today · 2,681
Optimization—Theory and Applications
1983 · Lamberto Cesari · Springer eBooks · 2,566
Nonlinear Programming: Sequential Unconstrained Minimization Techniques
1968 · Anthony V. Fiacco, Garth P. McCormick · Defense Technical Information Center (DTIC) · 2,259
Local Search in Combinatorial Optimization
2003 · Princeton University Press eBooks · 2,057
Introduction to optimization
1989 · Choice Reviews Online · 1,755
Theory of Extremal Problems
1979 · Studies in mathematics and its applications · 1,602
Nonlinear programming: Theory and algorithms
1994 · Frank Plastria · European Journal of Operational Research · 1,467
The Algorithm Selection Problem
1976 · John R. Rice · Advances in computers · 1,208
Parameter-efficient fine-tuning of large-scale pre-trained language models
2023 · Ning Ding, Yujia Qin, et al. · Nature Machine Intelligence · 1,183
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The origin of predictable behavior
1983 · Ronald A. Heiner · Mathematical Social Sciences · 1,164
Nonlinear Programming: A Unified Approach
1972 · David W. Peterson, Willard I. Zangwill · Econometrica · 1,005
On the Theory of Dynamic Programming
1952 · Richard Bellman · Proceedings of the National Academy of Sciences · 1,001
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Encyclopedia of Optimization
2001 · Floudas, Christodoulos, Pardalos, Panos · Springer eBooks · 968
Learning in Artificial Neural Networks: A Statistical Perspective
1989 · Halbert White · Neural Computation · 923
An Introduction to Optimization
1996 · E.K.P. Chong, S.H. Zak · IEEE Antennas and Propagation Magazine · 875
Life history evolution: successes, limitations, and prospects
2000 · Stephen C. Stearns · Die Naturwissenschaften · 820
Handbook of Semidefinite Programming
2000 · Vandenberghe, Lieven, Saigal, Romesh, et al. · International series in management science/operations research/International series in operations research & management science · 799
Nonlinear programming: Theory and algorithms
1980 · Rainer E. Burkard · European Journal of Operational Research · 798
Ultrametricity for physicists
1986 · R. Rammal, G. Toulouse, et al. · Reviews of Modern Physics · 754
Practical mathematical optimization: an introduction to basic optimization theory and classical and new gradient-based algorithms
2007 · Choice Reviews Online · 726
Works count: 2,238
Citation count: 84,710
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