Academic literature on the topic 'First Order Optimization Methods'
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Journal articles on the topic "First Order Optimization Methods"
Dvurechensky, Pavel, Shimrit Shtern, and Mathias Staudigl. "First-Order Methods for Convex Optimization." EURO Journal on Computational Optimization 9 (2021): 100015. http://dx.doi.org/10.1016/j.ejco.2021.100015.
Full textErshov, M. D. "First-Order Optimization Methods in Machine Learning." INFORMACIONNYE TEHNOLOGII 25, no. 11 (2019): 662–69. http://dx.doi.org/10.17587/it.25.662-669.
Full textLu, Zhaosong, and Sanyou Mei. "First-Order Penalty Methods for Bilevel Optimization." SIAM Journal on Optimization 34, no. 2 (2024): 1937–69. http://dx.doi.org/10.1137/23m1566753.
Full textChiralaksanakul, Anukal, and Sankaran Mahadevan. "First-Order Approximation Methods in Reliability-Based Design Optimization." Journal of Mechanical Design 127, no. 5 (2004): 851–57. http://dx.doi.org/10.1115/1.1899691.
Full textGonzaga, Clóvis C., and Elizabeth W. Karas. "COMPLEXITY OF FIRST-ORDER METHODS FOR DIFFERENTIABLE CONVEX OPTIMIZATION." Pesquisa Operacional 34, no. 3 (2014): 395–419. http://dx.doi.org/10.1590/0101-7438.2014.034.03.0395.
Full textTeboulle, Marc. "A simplified view of first order methods for optimization." Mathematical Programming 170, no. 1 (2018): 67–96. http://dx.doi.org/10.1007/s10107-018-1284-2.
Full textDambrine, M., Ch Dossal, B. Puig, and A. Rondepierre. "Stochastic Differential Equations for Modeling First Order Optimization Methods." SIAM Journal on Optimization 34, no. 2 (2024): 1402–26. http://dx.doi.org/10.1137/21m1435665.
Full textDavid, Villacís. "First Order Methods for High Resolution Image Denoising." Latin-American Journal of Computing 4, no. 3 (2017): 37–42. https://doi.org/10.5281/zenodo.5764177.
Full textSavchuk, Oleg S., Alexander A. Titov, Fedor Sergeevich Stonyakin, and Mohammad S. Alkousa. "Adaptive first-order methods for relatively strongly convex optimization problems." Computer Research and Modeling 14, no. 2 (2022): 445–72. http://dx.doi.org/10.20537/2076-7633-2022-14-2-445-472.
Full textLu, Haihao, Robert M. Freund, and Yurii Nesterov. "Relatively Smooth Convex Optimization by First-Order Methods, and Applications." SIAM Journal on Optimization 28, no. 1 (2018): 333–54. http://dx.doi.org/10.1137/16m1099546.
Full textDissertations / Theses on the topic "First Order Optimization Methods"
Lan, Guanghui. "Convex optimization under inexact first-order information." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2009. http://hdl.handle.net/1853/29732.
Full textBarré, Mathieu. "Worst-case analysis of efficient first-order methods." Electronic Thesis or Diss., Université Paris sciences et lettres, 2021. http://www.theses.fr/2021UPSLE064.
Full textSilveti, Falls Antonio. "First-order noneuclidean splitting methods for large-scale optimization : deterministic and stochastic algorithms." Thesis, Normandie, 2021. http://www.theses.fr/2021NORMC204.
Full textKhirirat, Sarit. "Randomized first-order methods for convex optimization : Improved convergence rate bounds and experimental evaluations." Thesis, KTH, Reglerteknik, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-214697.
Full textVan, Mai Vien. "Large-Scale Optimization With Machine Learning Applications." Licentiate thesis, KTH, Reglerteknik, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-263147.
Full textHe, Niao. "Saddle point techniques in convex composite and error-in-measurement optimization." Diss., Georgia Institute of Technology, 2015. http://hdl.handle.net/1853/54400.
Full textGhadimi, Euhanna. "Accelerating Convergence of Large-scale Optimization Algorithms." Doctoral thesis, KTH, Reglerteknik, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-162377.
Full textSforni, Lorenzo. "A First-Order Closed-loop Methodology for Nonlinear Optimal Control." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2020. http://amslaurea.unibo.it/21429/.
Full textClark, Patrick Ryan. "Reliability-Based Topology Optimization with Analytic Sensitivities." Thesis, Virginia Tech, 2017. http://hdl.handle.net/10919/78665.
Full textAlli-Oke, Razak Olusegun. "Robustness and optimization in anti-windup control." Thesis, University of Manchester, 2014. https://www.research.manchester.ac.uk/portal/en/theses/robustness-and-optimization-in-antiwindup-control(8b98c920-90c3-4fbc-95a8-0cc7ae2a607a).html.
Full textBooks on the topic "First Order Optimization Methods"
Lan, Guanghui. First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1.
Full textG, Macaraeg Michelle, and Langley Research Center, eds. Preconditioning for first-order spectral discretizations. National Aeronautics and Space Administration, Langley Research Center, 1986.
Find full textSubbotin, A. I. Generalized solutions of first-order PDEs: The dynamical optimization perspective. Birkhäuser, 1995.
Find full textPavarino, Luca F. Domain decomposition algorithms for first-order system least squares methods. Institute for Computer Applications in Science and Engineering, 1996.
Find full textDavid, Freed Alan, and Lewis Research Center, eds. Asymptotic integration algorithms for nonhomogeneous, nonlinear, first order, ordinary differential equations. Lewis Research Center, 1991.
Find full textHaslach, Henry W. Nonlinear asymptotic integration algorithms for one-dimensional autonomous dissipative first-order ODEs. National Aeronautics and Space Administration, 1994.
Find full textFonseca, Carlos M. da. A panorama of mathematics: Pure and applied : Conference on Mathematics and Its Applications, November 14-17, 2014, Kuwait University, Safat, Kuwait. American Mathematical Society, 2016.
Find full textSoutheast Geometry Seminar (15th 2009 University of Alabama at Birmingham). Geometric analysis, mathematical relativity, and nonlinear partial differential equations: Southeast Geometry Seminars Emory University, Georgia Institute of Technology, University of Alabama, Birmingham, and the University of Tennessee, 2009-2011. Edited by Ghomi Mohammad 1969-. American Mathematical Society, 2013.
Find full textBrodeckiy, Gennadiy, Denis Gusev, and Ivan Shidlovskiy. Multi-criteria choice in logistics research. INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1902741.
Full textBook chapters on the topic "First Order Optimization Methods"
Lan, Guanghui. "Nonconvex Optimization." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_6.
Full textLan, Guanghui. "Convex Optimization Theory." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_2.
Full textLan, Guanghui. "Deterministic Convex Optimization." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_3.
Full textLan, Guanghui. "Stochastic Convex Optimization." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_4.
Full textLan, Guanghui. "Projection-Free Methods." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_7.
Full textFerreira, Orizon P., Maurício S. Louzeiro, and Leandro F. Prudente. "First Order Methods for Optimization on Riemannian Manifolds." In Handbook of Variational Methods for Nonlinear Geometric Data. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-31351-7_18.
Full textLiu, Shuai, and Claudia Sagastizábal. "Beyond First Order: V U $$\mathcal {V}\mathcal {U}$$ -Decomposition Methods." In Numerical Nonsmooth Optimization. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-34910-3_9.
Full textLan, Guanghui. "Operator Sliding and Decentralized Optimization." In First-order and Stochastic Optimization Methods for Machine Learning. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-39568-1_8.
Full textBellavia, Stefania, Tommaso Bianconcini, Nataša Krejić, and Benedetta Morini. "Subsampled First-Order Optimization Methods with Applications in Imaging." In Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-030-98661-2_78.
Full textBellavia, Stefania, Tommaso Bianconcini, Nataša Krejić, and Benedetta Morini. "Subsampled First-Order Optimization Methods with Applications in Imaging." In Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-03009-4_78-1.
Full textConference papers on the topic "First Order Optimization Methods"
Sharma, Ashutosh, Gauransh Dingwani, and Ishan Bajaj. "Interval Hessian-based Optimization Algorithm for Unconstrained Non-convex Problems." In The 35th European Symposium on Computer Aided Process Engineering. PSE Press, 2025. https://doi.org/10.69997/sct.135173.
Full textHu, Bin, and Laurent Lessard. "Control interpretations for first-order optimization methods." In 2017 American Control Conference (ACC). IEEE, 2017. http://dx.doi.org/10.23919/acc.2017.7963426.
Full textZhang, Xinwei, John Sartori, Mingyi Hong, and Sairaj Dhople. "DImplementing First-order Optimization Methods: Algorithmic Considerations and Bespoke Microcontrollers." In 2019 53rd Asilomar Conference on Signals, Systems, and Computers. IEEE, 2019. http://dx.doi.org/10.1109/ieeeconf44664.2019.9048681.
Full textDevarakonda, Aditya, Kimon Fountoulakis, James Demmel, and Michael W. Mahoney. "Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization." In 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS). IEEE, 2018. http://dx.doi.org/10.1109/ipdps.2018.00051.
Full text"First- and second-order aerodynamic sensitivity derivatives via automatic differentiation with incremental iterative methods." In 5th Symposium on Multidisciplinary Analysis and Optimization. American Institute of Aeronautics and Astronautics, 1994. http://dx.doi.org/10.2514/6.1994-4262.
Full textAkin, M. Bugra, and Wolfgang Sanz. "A Quasi-First Order Optimization Method and its Demonstration on the Optimization of a U-Bend." In ASME Turbo Expo 2015: Turbine Technical Conference and Exposition. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/gt2015-42640.
Full textCao, Qiushi, and Prakash Krishnaswami. "In Support of Second Order Optimization." In ASME 1991 Design Technical Conferences. American Society of Mechanical Engineers, 1991. http://dx.doi.org/10.1115/detc1991-0087.
Full textFADEL, GEORGES, MICHAEL RILEY, and JEAN-FRANCOIS BARTHELEMY. "Improved First Order Approximation Method for Structural Optimization." In 31st Structures, Structural Dynamics and Materials Conference. American Institute of Aeronautics and Astronautics, 1990. http://dx.doi.org/10.2514/6.1990-1178.
Full textLee, Bruce, and Peter Seiler. "Performance Analysis of First-order Optimization Methods Using Interpolation Conditions Without Function Evaluations." In 2021 American Control Conference (ACC). IEEE, 2021. http://dx.doi.org/10.23919/acc50511.2021.9483411.
Full textTaylor, Adrien B., Julien M. Hendrickx, and Francois Glineur. "Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods." In 2017 IEEE 56th Annual Conference on Decision and Control (CDC). IEEE, 2017. http://dx.doi.org/10.1109/cdc.2017.8263832.
Full textReports on the topic "First Order Optimization Methods"
Bailey Bond, Robert, Pu Ren, James Fong, Hao Sun, and Jerome F. Hajjar. Physics-informed Machine Learning Framework for Seismic Fragility Analysis of Steel Structures. Northeastern University, 2024. http://dx.doi.org/10.17760/d20680141.
Full textSnopok, Pavel. Optimization of accelerator parameters using normal form methods on high-order transfer maps. Office of Scientific and Technical Information (OSTI), 2007. http://dx.doi.org/10.2172/924531.
Full textSmith, M. A., G. Palmiotti, and E. E. Lewis. Fuel cycle methods : first-order spherical harmonics formulations capable of treating low density regions. Office of Scientific and Technical Information (OSTI), 2004. http://dx.doi.org/10.2172/821070.
Full textMitchell, Jason W. Implementing Families of Implicit Chebyshev Methods with Exact Coefficients for the Numerical Integration of First- and Second-Order Differential Equations. Defense Technical Information Center, 2002. http://dx.doi.org/10.21236/ada404958.
Full textIyer, Ananth V., Samuel Labi, Steven R. Dunlop, et al. Heavy Fleet and Facilities Optimization. Purdue University, 2022. http://dx.doi.org/10.5703/1288284317365.
Full textEFFC/DFI Support Fluids Task Group. EFFC/DFI Guide to Support Fluids for Deep Foundations , First Edition. European Federation of Foundation Contractors and Deep Foundations Institute, 2019. https://doi.org/10.37308/effc-dfi-sftg-guide-e1-2019.
Full textWang, Ziqi, and Jungho Kim. The 21st Working Conference of the IFIP Working Group 7.5 on Reliability and Optimization of Structural Systems (IFIP WG7.5 2024). Pacific Earthquake Engineering Research Center, 2024. https://doi.org/10.55461/vvll8567.
Full textYang, Yu, Hen-Geul Yeh, and Bryan Aguirre. Fuel Cell System Development for Heavy Duty Vehicles. Mineta Transportation Institute, 2025. https://doi.org/10.31979/mti.2025.2441.
Full textOliver, Sandy, Dayana Minchenko, Mukdarut Bangpan, Kelly Dickson, Claire Stansfield, and Janice Tripney. Evidence claims for informing decisions relating to socio-economic development. Centre for Excellence and Development Impact and Learning (CEDIL), 2023. http://dx.doi.org/10.51744/llp2.
Full textAlexander, Chris. PR652-184505-R01 Evaluating Installation Techniques for Pipeline Repair Methods. Pipeline Research Council International, Inc. (PRCI), 2021. http://dx.doi.org/10.55274/r0012029.
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