Linear Optimization Publications

Publications in Linear Optimization

Explore the most influential research papers and scholarly works that have shaped Linear Optimization. Use the concept filter below to focus on a specific sub-area of research.

Linear Optimization

21.1K

Publications

1.6M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Regression Shrinkage and Selection Via the Lasso Robert Tibshirani Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringHigh-dimensional MethodRobust ModelingEstimation StatisticFeature Selection	1996	50.3K
An Algorithm for Least-Squares Estimation of Nonlinear Parameters Donald W. Marquardt Journal of the Society for Industrial and Applied Mathematics Parameter EstimationEngineeringNonlinear OptimizationNonlinear EstimationNonlinear System Identification	1963	30.1K
Greedy function approximation: A gradient boosting machine. Jerome H. Friedman The Annals of Statistics EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation	2001	27.3K
Compressed sensing David L. Donoho IEEE Transactions on Information Theory Image AnalysisEngineeringImage CodingImage CompressionCompressive Sensing	2006	22.8K
Regularization Paths for Generalized Linear Models via Coordinate Descent Jerome H. Friedman, Trevor Hastie, Robert Tibshirani Journal of Statistical Software EngineeringMachine LearningRegularization PathHigh-dimensional MethodConvex Optimization	2010	16.3K
Regularization Paths for Generalized Linear Models via Coordinate Descent. Jerome H. Friedman, Trevor Hastie, Rob Tibshirani PubMed EngineeringMachine LearningHigh-dimensional MethodConvex OptimizationConvex Penalties	2010	14K
GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems Martin H. Schultz SIAM Journal on Scientific and Statistical Computing Numerical AnalysisReduced Order ModelingLinear SystemsEngineeringPde-constrained Optimization	1986	10.9K
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming Andreas Wächter, Lorenz T. Biegler Mathematical Programming Numerical AnalysisMathematical ProgrammingLarge-scale Global OptimizationEngineeringContinuous Optimization	2005	9.2K
Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones J.F. Sturm Optimization methods & software Mathematical ProgrammingNumerical AnalysisEngineeringSemidefinite ProgrammingSedumi 1.02	1999	7.5K
Decision-Making in a Fuzzy Environment Richard Bellman, L. A. Zadeh Management Science Fuzzy SystemsEngineeringFuzzy ControlIntelligent SystemsComputing With Words	1970	6.7K
Combinatorial Optimization: Algorithms and Complexity. David Johnson, Christos H. Papadimitriou, Kenneth Steiglitz American Mathematical Monthly Mathematical ProgrammingEngineeringAlgorithm DesignLocal Search HeuristicsCombinatory Analysis	1984	6K
Nonlinear programming: theory and algorithms Computers & Operations Research Mathematical ProgrammingEngineeringNonlinear ProgrammingComputer ScienceNonlinear Optimization	1993	5.8K

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