KNITRO swMATH ID: 490 Software Authors: Artelys; Ziena Optimization, R. Byrd, J. Nocedal, R. Waltz Description: KNITRO is a solver for nonlinear optimization. It is the most powerful and versatile solver on the market, providing three state-of-the-art algorithms. The broad range of behaviors exhibited by nonlinear problems makes this an essential feature. KNITRO is designed for large problems with dimensions running into the hundred thousands. It is effective for solving linear, quadratic, and nonlinear smooth optimization problems, both convex and nonconvex. It is also effective for nonlinear regression, problems with complementarity constraints (MPCCs or MPECs), and mixed-integer programming (MIPs), particular convex mixed integer, nonlinear problems (MINLP). KNITRO is highly regarded for its robustness and efficiency. KNITRO provides a wide range of user options, and offers interfaces to C, C++, Fortran, Java, AMPL, AIMMS, GAMS, MPL, Mathematica, MATLAB Microsoft Excel, and LabVIEW. Continuing active development and support ensures that KNITRO will remain the leader in nonlinear optimization. Homepage: https://www.artelys.com/solvers/knitro/ Keywords: optimization software; interior-point; SLQP Related Software: Ipopt; SNOPT; AMPL; CUTEr; MINOS; GAMS; CONOPT; SifDec; LOQO; LANCELOT; CPLEX; SCIP; Bonmin; Mosek; Gurobi; NEOS; filterSQP; Matlab; BARON; HSL Cited in: 201 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year KNITRO: an integrated package for nonlinear optimization. Zbl 1108.90004Byrd, Richard H.; Nocedal, Jorge; Waltz, Richard A. 2006 all top 5 Cited by 429 Authors 11 Nocedal, Jorge 7 Orban, Dominique 7 Schmidt, Martin 7 Waltz, Richard A. 6 Pang, Jong-Shi 5 Byrd, Richard H. 4 D’Apuzzo, Marco 4 Leyffer, Sven 4 Pfetsch, Marc E. 4 Saunders, Michael A. 4 Schewe, Lars 4 Steinbach, Marc Christian 4 Willert, Bernhard M. 3 Armand, Paul 3 Benson, Hande Y. 3 Biegler, Lorenz T. 3 De Simone, Valentina 3 Deb, Kalyanmoy 3 di Serafino, Daniela 3 Foss, Bjarne A. 3 Friedlander, Michael P. 3 Hiller, Benjamin 3 Judd, Kenneth L. 3 Lee, Yu-Ching 3 Martin, Alexander 3 Martínez, José Mario 3 Mitchell, John E. 3 Morales, José Luis 3 Morsi, Antonio 3 Oudet, Edouard 3 Suwartadi, Eka 3 Wächter, Andreas 2 Andersen, Martin S. 2 Andersson, Joel A. E. 2 Ansari, Mohammad Reza 2 Aras, Necati 2 Audet, Charles 2 Bent, Russell W. 2 Błaszczyk, Jacek 2 Bonafini, Mauro 2 Cafieri, Sonia 2 Chen, Falai 2 Chinneck, John W. 2 Curtis, Frank E. 2 Diehl, Moritz Mathias 2 Estrin, Ron 2 Fügenschuh, Armin R. 2 Gould, Nick I. M. 2 Haddou, Mounir 2 Humpola, Jesco 2 Kanzow, Christian 2 Kaya, C. Yalçin 2 Khardi, Salah 2 Koch, Thorsten 2 Krogstad, Stein 2 Küçükaydin, Hande 2 Lantoine, Gregory 2 Lehmann, Thomas 2 Linderoth, Jeff T. 2 Liu, Changliu 2 Lubin, Miles 2 Mahdavi-Amiri, Nezam 2 Mijangos, Eugenio 2 Mitsos, Alexander 2 Munson, Todd S. 2 Nahayo, Fulgence 2 Omheni, Riadh 2 Pan, Maodong 2 Recchia, Raffaella 2 Russell, Ryan P. 2 Sahinidis, Nikolaos V. 2 Schichl, Hermann 2 Schwarz, Robert 2 Schweiger, Jonas 2 Scutellà, Maria Grazia 2 Shanno, David F. 2 Sinha, Ankur 2 Stangl, Claudia 2 Tahvonen, Olli 2 Toint, Philippe L. 2 Tomizuka, Masayoshi 2 Vielma, Juan Pablo 2 Vigerske, Stefan 2 Walther, Andrea 2 Yamangil, Emre 2 Yuan, Ya-xiang 1 Achtziger, Wolfgang 1 Adibi, Ali 1 Aitken, Victor C. 1 Åkesson, Johan 1 Al-Dujaili, Abdullah 1 Albey, Erinc 1 Alizadeh, Farid 1 Alkhazishvili, Lela 1 Andreani, Roberto 1 Andrei, Neculai 1 Ankenman, Bruce E. 1 Anyenya, Gladys A. 1 Aron, Ionuţ D. 1 Arora, Ramnik ...and 329 more Authors all top 5 Cited in 72 Serials 13 Computational Optimization and Applications 11 European Journal of Operational Research 11 Mathematical Programming. Series A. Series B 11 Optimization Methods & Software 11 Optimization and Engineering 8 Journal of Global Optimization 6 Journal of Optimization Theory and Applications 6 Computers & Operations Research 5 Operations Research 5 SIAM Journal on Optimization 5 Mathematical Programming Computation 4 Annals of Operations Research 4 SIAM Journal on Scientific Computing 3 Journal of Econometrics 3 Mathematics of Operations Research 3 INFORMS Journal on Computing 3 Mathematical Methods of Operations Research 3 Optimization Letters 2 Computer Methods in Applied Mechanics and Engineering 2 IMA Journal of Numerical Analysis 2 ACM Transactions on Mathematical Software 2 Automatica 2 Optimization 2 Numerical Algorithms 2 International Journal of Applied Mathematics and Computer Science 2 Computational Geosciences 2 Journal of Machine Learning Research (JMLR) 2 4OR 2 EURO Journal on Computational Optimization 2 Springer Optimization and Its Applications 1 International Journal of Control 1 Inverse Problems 1 Journal of the Franklin Institute 1 Journal of Mathematical Biology 1 Psychometrika 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Ars Combinatoria 1 Econometrica 1 Information Sciences 1 International Economic Review 1 Journal of Environmental Economics and Management 1 Kybernetika 1 Mathematics and Computers in Simulation 1 SIAM Journal on Control and Optimization 1 Systems & Control Letters 1 Bulletin of the Iranian Mathematical Society 1 Computer Aided Geometric Design 1 Applied Mathematics Letters 1 Journal of the American Mathematical Society 1 Japan Journal of Industrial and Applied Mathematics 1 SIAM Journal on Mathematical Analysis 1 Journal of Mathematical Imaging and Vision 1 Journal of Nonlinear Science 1 Cybernetics and Systems Analysis 1 Constraints 1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings 1 Abstract and Applied Analysis 1 Mathematical and Computer Modelling of Dynamical Systems 1 Natural Computing 1 Structural and Multidisciplinary Optimization 1 Acta Numerica 1 Computational Management Science 1 Journal of Industrial and Management Optimization 1 Nonconvex Optimization and Its Applications 1 Applied Mathematical Sciences (Ruse) 1 Statistical Analysis and Data Mining 1 MOS/SIAM Series on Optimization 1 Geometric Flows 1 Transactions of A. Razmadze Mathematical Institute 1 SN Operations Research Forum all top 5 Cited in 25 Fields 163 Operations research, mathematical programming (90-XX) 55 Numerical analysis (65-XX) 35 Calculus of variations and optimal control; optimization (49-XX) 18 Computer science (68-XX) 18 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Statistics (62-XX) 11 Systems theory; control (93-XX) 4 Biology and other natural sciences (92-XX) 3 Mechanics of deformable solids (74-XX) 3 Fluid mechanics (76-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Approximations and expansions (41-XX) 2 Geometry (51-XX) 2 Convex and discrete geometry (52-XX) 2 Differential geometry (53-XX) 2 Probability theory and stochastic processes (60-XX) 2 Mechanics of particles and systems (70-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) Citations by Year