Journal: Optimization Methods and Software

Volume 33, Issue 4-6

671 -- 0Bruce Christianson, Shaun A. Forth, Andreas Griewank. Preface
672 -- 693Jan Christian Hückelheim, Paul D. Hovland, Michelle Mills Strout, Jens-Dominik Müller. Parallelizable adjoint stencil computations using transposed forward-mode algorithmic differentiation
694 -- 707Lisa Kusch, Tim Albring, Andrea Walther, Nicolas R. Gauger. A one-shot optimization framework with additional equality constraints applied to multi-objective aerodynamic shape optimization
708 -- 717YingYi Li, Haibin Zhang, Zhibao Li, Huan Gao. Proximal gradient method with automatic selection of the parameter by automatic differentiation
718 -- 728Olivier Mullier, Alexandre Chapoutot, Julien Alexandre Dit Sandretto. Validated computation of the local truncation error of Runge-Kutta methods with automatic differentiation
729 -- 749John D. Pryce, Nedialko S. Nedialkov, Guangning Tan, Xiao Li. How AD can help solve differential-algebraic equations
750 -- 770Ulrich Römer, Mahesh Narayanamurthi, Adrian Sandu. Solving parameter estimation problems with discrete adjoint exponential integrators
771 -- 798Siegfried M. Rump. Mathematically rigorous global optimization in floating-point arithmetic
799 -- 812Mu Wang, Guang Lin, Alex Pothen. Using automatic differentiation for compressive sensing in uncertainty quantification
813 -- 828Mladen Banovic, Orest Mykhaskiv, Salvatore Auriemma, Andrea Walther, Herve Legrand, Jens-Dominik Müller. Algorithmic differentiation of the Open CASCADE Technology CAD kernel and its coupling with an adjoint CFD solver
829 -- 843Laurent Hascoët, Mathieu Morlighem. Source-to-source adjoint Algorithmic Differentiation of an ice sheet model written in C
844 -- 867Alexander Hück, Christian H. Bischof, Max Sagebaum, Nicolas R. Gauger, Benjamin Jurgelucks, Eric Larour, Gilberto Perez. A usability case study of algorithmic differentiation tools on the ISSM ice sheet model
868 -- 888Benjamin Jurgelucks, Leander Claes, Andrea Walther, Bernd Henning. Optimization of triple-ring electrodes on piezoceramic transducers using algorithmic differentiation
889 -- 906Filip Srajer, Zuzana Kukelova, Andrew W. Fitzgibbon. A benchmark of selected algorithmic differentiation tools on some problems in computer vision and machine learning
907 -- 923Bradley M. Bell, Kasper Kristensen. Newton step methods for AD of an objective defined using implicit functions
924 -- 944H. Martin Bücker, Johannes Willkomm. Estimating the expansion coefficients of a geomagnetic field model using first-order derivatives of associated Legendre functions
945 -- 962Isabelle Charpentier, Bruno Cochelin. Towards a full higher order AD-based continuation and bifurcation framework
963 -- 987Isabelle Charpentier, Jens Gustedt. Arbogast: Higher order automatic differentiation for special functions with Modular C
988 -- 994Bruce Christianson. Differentiating through conjugate gradient
995 -- 1009Richard D. Neidinger, Benjamin Altman. Comparing high-order multivariate AD methods
1010 -- 1029Cosmin G. Petra, F. Qiang, Miles Lubin, Joey Huchette. On efficient Hessian computation using the edge pushing algorithm in Julia
1030 -- 1072Paul I. Barton, Kamil A. Khan, Peter Stechlinski, Harry A. J. Watson. Computationally relevant generalized derivatives: theory, evaluation and applications
1073 -- 1088Sabrina Fiege, Andrea Walther, Kshitij Kulshreshtha, Andreas Griewank. Algorithmic differentiation for piecewise smooth functions: a case study for robust optimization
1089 -- 1107Andreas Griewank, Richard Hasenfelder, Manuel Radons, Lutz Lehmann, Tom Streubel. Integrating Lipschitzian dynamical systems using piecewise algorithmic differentiation
1108 -- 1126Andreas Griewank, Tom Streubel, Lutz Lehmann, Manuel Radons, Richard Hasenfelder. Piecewise linear secant approximation via algorithmic piecewise differentiation
1127 -- 1155Kamil A. Khan. Branch-locking AD techniques for nonsmooth composite functions and nonsmooth implicit functions
1156 -- 1172K. Kubota. Enumeration of subdifferentials of piecewise linear functions with abs-normal form
1173 -- 1191Kshitij Kulshreshtha, Sri Hari Krishna Narayanan, J. Bessac, K. Macintyre. Efficient computation of derivatives for solving optimization problems in R and Python using SWIG-generated interfaces to ADOL-C
1192 -- 1206Valérie Pascual, Laurent Hascoët. Mixed-language automatic differentiation
1207 -- 1231Max Sagebaum, Tim Albring, Nicolas R. Gauger. Expression templates for primal value taping in the reverse mode of algorithmic differentiation
1232 -- 1249Markus Towara, Uwe Naumann. SIMPLE adjoint message passing
1250 -- 1263Shahadat Hossain, Nasrin Hakim Mithila. Pattern graph for sparse Hessian matrix determination
1264 -- 1287Viktor Mosenkis, Uwe Naumann. On lower bounds for optimal Jacobian accumulation
1288 -- 1330Jeffrey Mark Siskind, Barak A. Pearlmutter. Divide-and-conquer checkpointing for arbitrary programs with no user annotation

Volume 33, Issue 3

419 -- 0Ambros M. Gleixner, Christian Kirches, John Mitchell, Theodore K. Ralphs. Preface
420 -- 449Felix Lenders, Christian Kirches, Andreas Potschka. trlib: a vector-free implementation of the GLTR method for iterative solution of the trust region problem
450 -- 474Hans Georg Bock, Christian Kirches, Andreas Meyer 0005, Andreas Potschka. Numerical solution of optimal control problems with explicit and implicit switches
475 -- 498Chun Yu Hong, Matthias Köppe, Yuan Zhou 0002. Equivariant perturbation in Gomory and Johnson's infinite group problem (V). Software for the continuous and discontinuous 1-row case
499 -- 517Timo Berthold, Gregor Hendel, Thorsten Koch. From feasibility to improvement to proof: three phases of solving mixed-integer programs
518 -- 529Timo Berthold, James Farmer, Stefan Heinz 0001, Michael Perregaard. Parallelization of the FICO Xpress-Optimizer
530 -- 539Yuji Shinano, Timo Berthold, Stefan Heinz 0001. ParaXpress: an experimental extension of the FICO Xpress-Optimizer to solve hard MIPs on supercomputers
540 -- 562Mustafa R. Kilinç, Nikolaos V. Sahinidis. Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON
563 -- 593Stefan Vigerske, Ambros M. Gleixner. SCIP: global optimization of mixed-integer nonlinear programs in a branch-and-cut framework
594 -- 632Tristan Gally, Marc E. Pfetsch, Stefan Ulbrich. A framework for solving mixed-integer semidefinite programs
633 -- 649Keiji Kimura, Hayato Waki. Minimization of Akaike's information criterion in linear regression analysis via mixed integer nonlinear program
650 -- 670Luigi Di Puglia Pugliese, Manlio Gaudioso, Francesca Guerriero, Giovanna Miglionico. A Lagrangean-based decomposition approach for the link constrained Steiner tree problem

Volume 33, Issue 2

221 -- 248George Kozanidis. Branch and price for covering shipments in a logistic distribution network with a fleet of aircraft
249 -- 267Frank Pörner. A priori stopping rule for an iterative Bregman method for optimal control problems
268 -- 296Martin Eigel, Kevin Sturm. Reproducing kernel Hilbert spaces and variable metric algorithms in PDE-constrained shape optimization
297 -- 310Eunice Blanchard, Ryan C. Loxton, Volker Rehbock. Dynamic optimization of dual-mode hybrid systems with state-dependent switching conditions
311 -- 321Asawathep Cuntavepanit, Withun Phuengrattana. On solving the minimization problem and the fixed-point problem for a finite family of non-expansive mappings in CAT(0) spaces
322 -- 335Jean-Pierre Dussault. ARCq: a new adaptive regularization by cubics
336 -- 353Min Li. A modified Hestense-Stiefel conjugate gradient method close to the memoryless BFGS quasi-Newton method
354 -- 371Alessandro Galligari, Marco Sciandrone. A convergent and fast path equilibration algorithm for the traffic assignment problem
372 -- 395Rachael Tappenden, Martin Takác, Peter Richtárik. On the complexity of parallel coordinate descent
396 -- 415Tianyi Chen, Frank E. Curtis, Daniel P. Robinson. FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience
416 -- 417Yaroslav D. Sergeyev. Non-convex multi-objective optimization

Volume 33, Issue 1

1 -- 25Tomonari Kitahara, Takashi Tsuchiya. An extension of Chubanov's polynomial-time linear programming algorithm to second-order cone programming
26 -- 44Kees Roos. An improved version of Chubanov's method for solving a homogeneous feasibility problem
45 -- 69Matthew C. Fisher, Serge Gratton, Selime Gürol, Yannick Trémolet, Xavier Vasseur. Low rank updates in preconditioning the saddle point systems arising from data assimilation problems
70 -- 91Florian Jarre, Felix Lieder. The solution of euclidean norm trust region SQP subproblems via second-order cone programs: an overview and elementary introduction
92 -- 119Fredrik Magnusson, Johan Åkesson. Symbolic elimination in dynamic optimization based on block-triangular ordering
120 -- 139Simone Göttlich, Claus Teuber. Space mapping techniques for the optimal inflow control of transmission lines
140 -- 164Yu Malitsky. Proximal extrapolated gradient methods for variational inequalities
165 -- 193Steven Diamond, Reza Takapoui, Stephen P. Boyd. A general system for heuristic minimization of convex functions over non-convex sets
194 -- 219Adil M. Bagirov, Julien Ugon. Nonsmooth DC programming approach to clusterwise linear regression: optimality conditions and algorithms