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DC decomposition based branch-and-bound algorithms for box-constrained quadratic programs JOURNAL ARTICLE published July 2018 in Optimization Letters Research funded by National Natural Science Foundation of China (11701177,11501543) | Fundamental Research Funds for the Central Universities (2017MS058) | University of Chinese Academy of Sciences (Y551037Y00) |
Best Lipschitz Constants of Solutions of Quadratic Programs JOURNAL ARTICLE published September 2016 in Journal of Optimization Theory and Applications Research funded by Romanian National Authority for Scientific Research (PN-II-ID-PCE-2011-3-0861) |
A New Algorithm for Solving Strictly Convex Quadratic Programs JOURNAL ARTICLE published August 1997 in SIAM Journal on Optimization |
A Discrete-Time Lagrangian Network for Solving Constrained Quadratic Programs JOURNAL ARTICLE published August 2000 in International Journal of Neural Systems |
An inexact lagrange-newton method for stochastic quadratic programs with recourse JOURNAL ARTICLE published June 2004 in Applied Mathematics-A Journal of Chinese Universities |
Linear Quadratic Stochastic Control Problems with Stochastic Terminal Constraint JOURNAL ARTICLE published January 2018 in SIAM Journal on Control and Optimization |
Implementation of linear and quadratic discriminant analysis incorporating costs of misclassification JOURNAL ARTICLE published January 1996 in Computer Methods and Programs in Biomedicine |
Stochastic linear quadratic control problems with applications to insurance DISSERTATION published |
Optimization with equilibrium constraints: A piecewise SQP approach; Sequential quadratic programming: Interior point methods for distributed optimal control problems; Successive quadratic programming; Successive quadratic programming: Applications in distillation systems; Successive quadratic programming: Applications in the process industry; Successive quadratic programming: Decomposition methods; Successive quadratic programming: Full space methods; Successive quadratic programming: Solution by active sets and interior point methodsOptimization with equilibrium constraints: A piecewise SQP approach; Sequential quadratic programming: Interior point methods for distributed optimal control problems; Successive quadratic programming; Successive quadratic programming: Applications in distillation systems; Successive quadratic programming: Applications in the process industry; Successive quadratic programming: Decomposition methods; Successive quadratic programming: Full space methods; Successive quadratic programming: Solution by active sets and interior point methodsFEASIBLE SEQUENTIAL QUADRATIC PROGRAMMING BOOK CHAPTER published 2001 in Encyclopedia of Optimization |
Exact semidefinite formulations for a class of (random and non-random) nonconvex quadratic programs JOURNAL ARTICLE published May 2020 in Mathematical Programming |
Equilibrium Controls in Time Inconsistent Stochastic Linear Quadratic Problems JOURNAL ARTICLE published April 2020 in Applied Mathematics & Optimization |
An Effective Global Optimization Algorithm for Quadratic Programs with Quadratic Constraints JOURNAL ARTICLE published 22 March 2019 in Symmetry Research funded by Science and Technology Project of Henan Province (182102310941) |
Continuity and stability of fully random two-stage stochastic programs with mixed-integer recourse JOURNAL ARTICLE published June 2014 in Optimization Letters |
The Sequential Quadratic Hamiltonian Method BOOK CHAPTER published 30 March 2023 in The Sequential Quadratic Hamiltonian Method |
Stochastic Linear-Quadratic Optimal Control Problems with Random Coefficients and Markovian Regime Switching System JOURNAL ARTICLE published 30 April 2023 in SIAM Journal on Control and Optimization Research funded by National Key Research and Development Program of China (2022YFA1006102) | National Natural Science Foundation of China (12101291) | Guangdong Basic and Applied Basic Research Foundation (2022A1515012017) | Research Grants Council, University Grants Committee (15215319,15216720,15221621) | National Key Research and Development Program of China (2022YFA1006102) | National Natural Science Foundation of China (11831010) | National Natural Science Foundation of China (12171086) | Southern University of Science and Technology (Y01286120) | Fundamental Research Funds for the Central Universities (2242021R41082) |
Infinite Horizon Forward-Backward SDEs and Open-Loop Optimal Controls for Stochastic Linear-Quadratic Problems with Random Coefficients JOURNAL ARTICLE published January 2021 in SIAM Journal on Control and Optimization Research funded by Department of Science and Technology of Jilin Province (20190103026JH) | National Natural Science Foundation of China (11871310,11971099) |
On the set-semidefinite representation of nonconvex quadratic programs over arbitrary feasible sets JOURNAL ARTICLE published August 2013 in Optimization Letters |
Linear Quadratic Optimal Stochastic Control with Random Coefficients JOURNAL ARTICLE published May 1976 in SIAM Journal on Control and Optimization |
A note on set-semidefinite relaxations of nonconvex quadratic programs JOURNAL ARTICLE published December 2013 in Journal of Global Optimization |
Error Bounds for Piecewise Convex Quadratic Programs and Applications JOURNAL ARTICLE published September 1995 in SIAM Journal on Control and Optimization |