LBFGS-B swMATH ID: 5142 Software Authors: Zhu, Ciyou; Byrd, Richard H.; Lu, Peihuang; Nocedal, Jorge Description: Algorithm 778: L-BFGS-B Fortran subroutines for large-scale bound-constrained optimization L-BFGS-B is a limited-memory algorithm for solving large nonlinear optimization problems subject to simple bounds on the variables. It is intended for problems in which information on the Hessian matrix is difficult to obtain, or for large dense problems. L-BFGS-B can also be used for unconstrained problems and in this case performs similarly to its predecessor, algorithm L-BFGS (Harwell routine VA15). The algorithm is implemened in Fortran 77. Homepage: http://www.eecs.northwestern.edu/~nocedal/lbfgsb.html Programming Languages: Fortran, Java, Matlab Keywords: large scale optimization; variable metric method; limited-memory algorithm; large nonlinear optimization problems Related Software: L-BFGS; L-BFGS-B; R; TRON; CUTEr; SciPy; Adam; GitHub; Python; TensorFlow; Ipopt; CUTE; DiffSharp; EGO; Matlab; CUTEst; PRMLT; LANCELOT; DiceOptim; DiceKriging Cited in: 476 Documents Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Algorithm 778: L-BFGS-B Fortran subroutines for large-scale bound-constrained optimization. Zbl 0912.65057Zhu, Ciyou; Byrd, Richard H.; Lu, Peihuang; Nocedal, Jorge 1997 all top 5 Cited by 1,156 Authors 8 Sandu, Adrian 6 Genç, Ali İ. 5 Ghosh, Sujit Kumar 4 Bermúdez, José D. 4 Byrd, Richard H. 4 Darve, Eric 4 Fang, Liang 4 Gómez, Héctor Wladimir 4 Kimiaei, Morteza 4 Li, Donghui 4 Mittal, Sanjay 4 Nocedal, Jorge 4 Pan, Shaohua 4 Pewsey, Arthur 4 Vercher, Enriqueta 4 Xiao, Yunhai 4 Xu, Kailai 3 Abramov, Rafail V. 3 Birgin, Ernesto G. 3 Bolfarine, Heleno 3 Brust, Johannes J. 3 Carmichael, Gregory R. 3 Chen, Jein-Shan 3 Cheng, Wanyou 3 Corberán-Vallet, Ana 3 Daescu, Dacian N. 3 Gain, Arun L. 3 Groenwold, Albert A. 3 He, Guoping 3 Karniadakis, George Em 3 Kolda, Tamara Gibson 3 Krislock, Nathan 3 Loukianova, Dasha 3 Martínez, José Mario 3 Mei, Yue 3 Meyers, Johan 3 Norato, Julian A. 3 Oberai, Assad A. 3 Srinath, D. N. 3 Sun, Li 3 Wei, Zengxin 3 Womersley, Robert S. 3 Zhang, Shanglong 3 Zhou, Guanglu 2 Aanonsen, Sigurd Ivar 2 Abe, Toshihiro 2 Barboza, Luis A. 2 Becker, Stephen R. 2 Bolancé, Catalina 2 Brunton, Steven L. 2 Carman, Mark J. 2 Chai, Tianfeng 2 Challet, Damien 2 Chiang, Jyun-You 2 Cioaca, Alexandru 2 Comets, Francis M. 2 Constantinescu, Emil M. 2 Curtis, Frank E. 2 Czado, Claudia 2 Dharmavaram, Sanjay 2 Dierckx, Goedele 2 Egidi, Nadaniela 2 Eydinov, Dmitry 2 Falconnet, Mikael 2 Fourestey, Gilles 2 Funke, Simon W. 2 Ganjali, Mojtaba 2 García-Rodríguez, José Antonio 2 Goegebeur, Yuri 2 Goenezen, Sevan 2 Gong, Qi 2 Guillou, Armelle 2 Herty, Michael Matthias 2 Hong, David 2 Hrga, Timotej 2 Hu, Qingjie 2 Huang, Daniel Zhengyu 2 Kang, Wei 2 Kanzow, Christian 2 Keshavarz, Hossein 2 Kirschstein, Thomas 2 Klar, Axel 2 Klemens, Fabian 2 Klug, Andreas 2 Krause, Mathias J. 2 Kutz, J. 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