 Subjects -> STATISTICS (Total: 130 journals)
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- Customized Douglas-Rachford splitting methods for structured inverse
variational inequality problems-
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Authors: Y. N. JiangX. J. CaiD. R. HanJ. F. Yanga Department of Mathematics; Nanjing University, Nanjing, People's Republic of Chinab School of Mathematical Sciences, Jiangsu Key Lab for NSLSCS, Nanjing Normal University, Nanjing, People's Republic of Chinac School of Mathematical Sciences, Beihang University, LMIB data science.
Pages: 1 - 25
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-24T04:22:02Z
DOI: 10.1080/10556788.2023.2278092
- Dual formulation of the sparsity constrained optimization problem:
application to classification-
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Authors: M. GaudiosoG. GiallombardoJ.-B. Hiriart-Urrutya DIMES; Università della Calabria, Rende (CS), Italiab Institut de mathématiques, Université Paul Sabatier, Toulouse, FranceM. Gaudioso is professor emeritus at University of Calabria (Rende, Italy), where he has been professor of operations research until his retirement in 2019. His research interests include nondifferentiable optimization, mathematical programming for machine learning, popularization of science.
Pages: 1 - 18
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-21T01:01:55Z
DOI: 10.1080/10556788.2023.2278091
- Inexact tensor methods and their application to stochastic convex
optimization-
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Authors: Artem AgafonovDmitry KamzolovPavel DvurechenskyAlexander GasnikovMartin Takáča Moscow Institute of Physics; using ML for energy.
Pages: 1 - 42
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-17T12:34:52Z
DOI: 10.1080/10556788.2023.2261604
- A hybrid direct search and projected simplex gradient method for convex
constrained minimization-
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Authors: A. L. CustódioE. H. M. KrulikovskiM. Raydana Center for Mathematics; numerical linear algebra, with a special focus on the development of algorithms for large-scale computations.
Pages: 1 - 35
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-15T09:24:21Z
DOI: 10.1080/10556788.2023.2263618
- More on second-order properties of the Moreau regularization-approximation
of a convex function-
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Authors: J.-B. Hiriart-UrrutyInstitut de Mathématiques; Université Paul Sabatier de Toulouse, Toulouse Cedex 09, FranceJ.-B. Hiriart-Urruty has been Professor of Mathematics at the Paul Sabatier University in Toulouse (France) from 1981 to 2015. He is Emeritus Professor since 2015.
Pages: 1 - 15
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-14T11:36:33Z
DOI: 10.1080/10556788.2023.2258258
- A two-step new modulus-based matrix splitting method for vertical linear
complementarity problem-
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Authors: Cuixia LiShiliang Wua School of Mathematics; Yunnan Normal University, Kunming, Yunnan, People's Republic of Chinab Yunnan Key Laboratory of Modern Analytical Mathematics optimization.
Pages: 1 - 17
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-09T09:32:31Z
DOI: 10.1080/10556788.2023.2278090
- Learning graph Laplacian with MCP
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Authors: Yangjing ZhangKim-Chuan TohDefeng Suna Institute of Applied Mathematics; Academy of Mathematics data science.
Pages: 1 - 32
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-11-07T11:40:27Z
DOI: 10.1080/10556788.2023.2269594
- Loraine – an interior-point solver for low-rank semidefinite
programming-
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Authors: Soodeh HabibiMichal KočvaraMichael Stingla School of Mathematics; University of Birmingham, Birmingham, UKb Institute of Information Theory EU grants.
Pages: 1 - 31
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-10-23T03:30:35Z
DOI: 10.1080/10556788.2023.2250522
- AB/Push-Pull method for distributed optimization in time-varying directed
networks-
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Authors: Angelia NedićDuong Thuy Anh NguyenDuong Tung NguyenSchool of Electrical; Computer crowdsourcing.
Pages: 1 - 28
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-10-17T12:51:40Z
DOI: 10.1080/10556788.2023.2261602
- A note on the computational complexity of chain rule differentiation
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Authors: U. NaumannSoftware; finance.
Pages: 1 - 8
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-10-17T12:49:26Z
DOI: 10.1080/10556788.2023.2263809
- IntSat: integer linear programming by conflict-driven constraint learning
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Authors: Robert NieuwenhuisAlbert OliverasEnric Rodríguez-CarbonellDepartment of Computer Science; Universitat Politècnica de Catalunya, Barcelona, SpainRobert Nieuwenhuis, B.S. to combinatorial problem solving.
Pages: 1 - 28
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-09-27T11:28:13Z
DOI: 10.1080/10556788.2023.2246167
- Convergence analysis of stochastic higher-order
majorization–minimization algorithms-
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Authors: Daniela LupuIon Necoaraa Automatic Control; Applied Mathematics of the Romanian Academy. His research interests cover various topics in developing new optimization algorithms with a focus on mathematical guarantees about their performance.
Pages: 1 - 30
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-09-25T11:56:29Z
DOI: 10.1080/10556788.2023.2256447
- A highly efficient algorithm for solving exclusive lasso problems
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Authors: Meixia LinYancheng YuanDefeng SunKim-Chuan Toha Engineering Systems; data science.
Pages: 1 - 30
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-09-25T11:56:27Z
DOI: 10.1080/10556788.2023.2253356
- GBOML: a structure-exploiting optimization modelling language in Python
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Authors: Bardhyl MiftariMathias BergerGuillaume DervalQuentin LouveauxDamien Ernsta University of Liège; Liège, Belgiumb LTCI, Telecom Paris, Institut Polytechnique de Paris, Palaiseau, France
Pages: 1 - 30
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-09-08T07:28:39Z
DOI: 10.1080/10556788.2023.2246169
- Techniques for accelerating branch-and-bound algorithms dedicated to
sparse optimization-
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Authors: Gwenaël SamainSébastien BourguignonJordan Ninina Nantes Université; École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, Franceb Lab-STICC, CNRS UMR 6285, ENSTA Bretagne, Brest Cedex, FranceGwenaël Samain is a PhD student from Ecole Centrale, Nantes, signal processing.
Pages: 1 - 38
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-31T02:41:03Z
DOI: 10.1080/10556788.2023.2241154
- A class of projected-search methods for bound-constrained optimization
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Authors: Michael W. FerryPhilip E. GillElizabeth WongMinxin Zhanga NVIDIA Corporation; Hillsboro, Oregon, USAb Department of Mathematics, University of California, San Diego, La Jolla, CA, USAMichael W. Ferry received his Ph.D. in Mathematics from the University of California, San Diego. He is currently at NVIDIA Corporation.Philip E. Gill is a Professor of Mathematics at the University of California, San Diego. His research areas include scientific computation optimal control.
Pages: 1 - 30
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-18T02:13:21Z
DOI: 10.1080/10556788.2023.2241769
- A new inertial projected reflected gradient method with application to
optimal control problems-
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Authors: Chinedu IzuchukwuYekini Shehua School of Mathematics; University of the Witwatersrand, Johannesburg, South Africab School of Mathematical Sciences, Zhejiang Normal University, Jinhua, People's Republic of ChinaChinedu Izuchukwu is a Lecturer at the School of Mathematics, University of the Witwatersrand, South Africa. He obtained his doctoral degree from the University of KwaZulu-Natal, South Africa. He was a postdoctoral fellow at the Technion-Israel Institute of Technology, Haifa, Israel. His research interests lie in the areas of continuous Technology (IST), Vienna, Austria from 01 June 2019 to 30 September 2021.
Pages: 1 - 30
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-15T11:17:01Z
DOI: 10.1080/10556788.2023.2246168
- Distributionally robust joint chance-constrained programming with
Wasserstein metric-
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Authors: Yining GuYanjun WangSchool of Mathematics; Shanghai University of Finance their applications.
Pages: 1 - 35
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-08T11:47:13Z
DOI: 10.1080/10556788.2023.2241149
- Urban air mobility: from complex tactical conflict resolution to network
design and fairness insights-
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Authors: Mercedes PelegrínClaudia D'AmbrosioRémi DelmasYoussef Hamadia LIX CNRS; École Polytechnique, Institut Polytechnique de Paris, Palaiseau, Franceb Integrated Urban Mobility (IUM) Chair, École Polytechnique, Paris, FranceMercedes Pelegrín was born in Murcia, Spain, in 1992. She holds a Ph.D. degree in mathematics from the Universidad de Murcia. She was a Postdoctoral Researcher of the Integrated Urban Mobility Chair with the École Polytechnique in Palaiseau, France. Her research interests include mathematical programming, combinatorial optimization, the establishment of Europe's first research project on Computational Sustainability: Optimization for Sustainable Development. In recognition of his significant contributions, he was honored with a test-of-time award in 2019 for his 2006 Constraint Programming paper on algorithms auto-tuning. After joining Uber AI with a mission to create backbone algorithms for Urban Air Mobility, Youssef embarked on a new endeavor in 2022 by founding Tempero—a pioneering company developing the world's first Platform for High-Risk AI Analysis.
Pages: 1 - 33
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-08T11:47:06Z
DOI: 10.1080/10556788.2023.2241148
- The role of local steps in local SGD
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Authors: Tiancheng QinS. Rasoul EtesamiCésar A. Uribea Department of Industrial; computational optimal transport.
Pages: 1 - 27
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-08-07T10:59:40Z
DOI: 10.1080/10556788.2023.2241151
- An equivalent nonlinear optimization model with triangular low-rank
factorization for semidefinite programs-
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Authors: Yuya YamakawaTetsuya IkegamiEllen H. FukudaNobuo Yamashitaa Graduate School of Informatics; Kyoto University, Kyoto, Japanb Data their applications.
Pages: 1 - 15
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-07-10T08:31:09Z
DOI: 10.1080/10556788.2023.2222434
- Sparse convex optimization toolkit: a mixed-integer framework
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Authors: Alireza OlamaEduardo CamponogaraJan Kronqvista Automation; Engineering. In 2018, Jan was one of the winners of the COIN-OR Cup for their work on the SHOT solver. Jan is an editorial board member of the Journal of Global Optimization.
Pages: 1 - 27
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-07-10T08:29:06Z
DOI: 10.1080/10556788.2023.2222429
- Practical perspectives on symplectic accelerated optimization
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Authors: Valentin DuruisseauxMelvin LeokDepartment of Mathematics; University of California San Diego, La Jolla, CA, USAMelvin Leok is a professor of mathematics at the University of California, San Diego. At the California Institute of Technology, he completed a B.S. differential equations.
Pages: 1 - 39
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-06-08T03:01:04Z
DOI: 10.1080/10556788.2023.2214837
- Accelerated gradient methods with absolute and relative noise in the
gradient-
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Authors: Artem VasinAlexander GasnikovPavel DvurechenskyVladimir Spokoinya Moscow Institute of Physics; a full professor at Humboldt University Berlin since 2002.
Pages: 1 - 50
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-06-08T02:59:30Z
DOI: 10.1080/10556788.2023.2212503
- An adaptive regularization method in Banach spaces
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Authors: S. GrattonS. JeradPh. L. Tointa INP; IRIT, Université de Toulouse, Toulouse, Franceb INP, IRIT, ANITI, Université de Toulouse, Toulouse, Francec NAXYS, University of Namur, Namur, BelgiumS. Gratton is full Professor of Applied Mathematics at the Institut National Polytechnique de Toulouse. It is within the “Parallel Algorithms is a SIAM Fellow since 2009.
Pages: 1 - 17
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-06-08T02:55:34Z
DOI: 10.1080/10556788.2023.2210253
- A finite convergence algorithm for solving linear-quadratic network games
with strategic complements and bounded strategies-
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Authors: M. PassacantandoF. Racitia Department of Business; stochastic equilibrium problems.
Pages: 1 - 24
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-05-19T09:20:01Z
DOI: 10.1080/10556788.2023.2205644
- Towards global parameter estimation exploiting reduced data sets
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Authors: Susanne SassAngelos TsoukalasIan H. BellDominik BongartzJaromił NajmanAlexander Mitsosa Process Systems Engineering (AVT.SVT); RWTH Aachen University, Aachen, Germanyb Department of Technology Climate Research: Energy Systems Engineering (IEK-10), Forschungszentrum Jülich GmbH, Jülich, Germany
Pages: 1 - 13
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-05-09T01:59:45Z
DOI: 10.1080/10556788.2023.2205645
- Crossing edge minimization in radial outerplanar layered graphs using
segment paths-
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Authors: Francisco Madera-RamírezJoel Antonio Trejo-SánchezJosé López-MartínezJorge Ríos-Martíneza Universidad Autónoma de Yucatán-Facultad de Matemáticas; Mérida, Mexicob CONACYT-Centro de Investigación en Matemáticas, Mérida, MexicoFrancisco Madera-Ramírez received his B.Sc. Degree from the Universidad Autónoma de Yucatán, México; his PhD from the University of East Anglia, UK. Dr. Madera teaches subjects related to computer graphics machine learning applications.
Pages: 1 - 21
Abstract: .
Citation: Optimization Methods and Software
PubDate: 2023-05-02T01:41:36Z
DOI: 10.1080/10556788.2023.2205646
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Hybrid journal (It can contain Open Access articles)
