L-BFGS-B swMATH ID: 1234 Software Authors: Ciyou Zhu, Richard Byrd, Jorge Nocedal, Jose Luis Morales 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://users.eecs.northwestern.edu/~nocedal/lbfgsb.html Keywords: arge scale optimization; variable metric method; limited-memory algorithm; large nonlinear optimization problems Related Software: L-BFGS; LBFGS-B; CUTEr; TRON; LANCELOT; SNOPT; Ipopt; GitHub; SciPy; Adam; R; SifDec; KELLEY; Matlab; TAPENADE; CUTE; SPG; TensorFlow; Python; MINOS Cited in: 210 Documents all top 5 Cited by 516 Authors 6 Nocedal, Jorge 6 Sandu, Adrian 5 Herty, Michael Matthias 4 Klar, Axel 3 Birgin, Ernesto G. 3 Brust, Johannes J. 3 Byrd, Richard H. 3 Cioaca, Alexandru 3 Hager, William W. 3 Hanifi, Ardeshir 3 Krislock, Nathan 3 Orban, Dominique 3 Pralits, Jan Oscar 3 Shen, Chunhua 3 Xiao, Yunhai 3 Zhang, Hongchao 2 Aanonsen, Sigurd Ivar 2 Alexe, Mihai 2 Avellaneda, Marco 2 Borges, Patrick 2 Brunton, Steven L. 2 Buff, Robert 2 Dharmavaram, Sanjay 2 Egidi, Nadaniela 2 Eydinov, Dmitry 2 Fang, Liang 2 Fourestey, Gilles 2 Friedman, Craig 2 Gill, Philip E. 2 Gould, Nicholas Ian Mark 2 Groenwold, Albert A. 2 Henningson, Dan S. 2 Kanzow, Christian 2 Klug, Andreas 2 Kurbatsky, Victor Grigorevich 2 Kutz, J. Nathan 2 Leyffer, Sven 2 Lin, Chih-Jen 2 Malick, Jérôme 2 Maponi, Pierluigi 2 Marcia, Roummel F. 2 Martínez, José Mario 2 Mavriplis, Dimitri J. 2 Mei, Yue 2 Meyers, Johan 2 Morales, José Luis 2 Müller, Jens-Dominik 2 Osher, Stanley Joel 2 Persson, Per-Olof 2 Petra, Cosmin G. 2 Pytlak, Radosław 2 Roupin, Frédéric 2 Rudy, Samuel H. 2 Rumpfkeil, Markus P. 2 Saunders, Michael A. 2 Sidorov, Denis Nikolaevich 2 Spellucci, Peter 2 Spiryaev, Vadim Aleksandrovich 2 Toint, Philippe L. 2 Tomin, Nikita Viktorovich 2 van den Hengel, Anton 2 Vandewalle, Stefan G. 2 Waltz, Richard A. 2 Wei, Zengxin 2 Womersley, Robert S. 2 Zahr, Matthew J. 2 Zhu, Ciyou 2 Zingg, David W. 1 Aavatsmark, Ivar 1 Abarbanel, Henry D. 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