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An inexact variable metric proximal linearization method for composite optimization on manifolds
作者Hao He; Ruyu Liu; Yitian Qian; Shaohua Pan
作者单位1. School of Mathematics, South China University of Technology, Guangzhou, China; 2. Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hongkong, China
Objective-function free multi-objective optimization: rate of convergence and performance of an Adagrad-like algorithm
作者Marianna De Santis; Gabriele Eichfelder; Margherita Porcelli
作者单位1. Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Firenze, Florence, Italy; 2. SIMAI-OPTIMA Group, Via Taurini, Roma, Italy; 3. Institute of Mathematics, Technische Universität Ilmenau, Ilmenau, Germany; 4. Dipartimento di Ingegneria Industriale, Università degli Studi di Firenze, Firenze, Italy; 5. ISTI–CNR, Pisa, Italy; 6. INdAM Research Group GNCS, Rome, Italy
The quadratic multidimensional knapsack problem: exact, heuristic, and machine learning methods
作者Richard J. Forrester; Lucas A. Waddell
作者单位1. Department of Mathematics and Computer Science, Dickinson College, Carlisle, USA; 2. Department of Mathematics and Statistics, Bucknell University, Lewisburg, USA
Shape optimization constrained by time-dependent Stokes flow: modeling, analysis and numerical simulation
作者Jiajie Li; Wan Li; Shengfeng Zhu
作者单位1. Department of Applied Mathematics, The Hong Kong Polytechnic University, Kowloon, Hong Kong; 2. Key Laboratory of MEA (Ministry of Education) & Shanghai Key Laboratory of Pure Mathematics and Mathematical Practice & School of Mathematical Sciences, East China Normal University, Shanghai, China; 3. Chongqing Key Laboratory of Precision Optics, Chongqing Institute of East China Normal University, Chongqing, China
An inexact alternating projection method with application to matrix completion
作者Stefania Bellavia; Simone Rebegoldi; Mattia Silei
作者单位1. Dipartimento di Ingegneria Industriale (DIEF), Università degli Studi di Firenze, Florence, Italy; 2. INdAM Research Group GNCS, SIMAI-Optima Activity Group, Rome, Italy; 3. Dipartimento di Scienze Fisiche, Informatiche e Matematiche, Università degli Studi di Modena e Reggio Emilia, Modena, Italy; 4. Dipartimento di Matematica e Informatica (DIMAI), Università degli Studi di Firenze, Florence, Italy
Bayesian optimization by kernel regression and density-based exploration
作者Tansheng Zhu; Hongyu Zhou; Ke Jin; Xusheng Xu; Qiufan Yuan; Lijie Ji
作者单位1. Zhiyuan College, Shanghai Jiao Tong University, Shanghai, People’s Republic of China; 2. School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, People’s Republic of China; 3. Shanghai Institute of Aerospace Systems Engineering, Shanghai, People’s Republic of China; 4. Department of Mathematics, Shanghai University, Shanghai, People’s Republic of China; 5. Newtouch Center for Mathematics of Shanghai University, Shanghai University, Shanghai, People’s Republic of China
A general merit function-based global convergent framework for nonlinear optimization
作者Ernesto G. Birgin; Luís Felipe Bueno; Tiara Martini; Dimary Moreno; Thadeu Alves Senne; Thiago Siqueira
作者单位1. Department of Computer Science, Institute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil; 2. Institute of Science and Technology, Federal University of São Paulo, São José dos Campos, Brazil; 3. Technological Institute of Aeronautics - ITA, São José dos Campos, Brazil; 4. Department of Mathematics, PUC-Rio, Rio de Janeiro, Brazil; 5. Federal Institute of São Paulo, IFSP, Campos do Jordão, Brazil
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