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QUANTITATIVE INFORMATION FOR ANDREAS GRIEWANK, Ph.D. Australia Nacional University Ph.D. 1981 Computer Science Australia Nacional University M.S. 1978 Computer Science University of Freiburg B.S. 1976 Mathematics

1. List of thesis (PhD and/or MS) supervised

Kshitij Kulshreshta Modeling and Optimization of the Design and Topology

of Flexible frames with Rigid Joints 2010

Ignacio de Mateo Iterative Matrix-Free Computation of Hopf-Bifurcations

as Neimark-Sacker-Points of Fixed Point Iterations 2010

Sebastian Walter Structured Higher-Order Algorithmic Differentiation in the Forward

and Reverse Mode within Applications in Optimum Experimental Design

2011

Amr Radwan Utilization of Parametric Programming and

Evolutionary Computing in Optimal Control 2012

Suleiman Abdallah

Development of a Nonlinear Equations Solver

with Superlinear Convergence to Regular Singularities 2014

Torsten Bosse Large Scale Optimization From Black-Box to Gray-Box Solver 2014

Emre O¨ zkaya One-Shot Method for Aerodynamic Shape Optimizatin 2014

Meera Arab Chemical Vapor Decomposition Modeling, Simulation and Optimization

2014

CURRENT Ph.D THESES SUPERVISION Hernan Leovey, Argentinia, Topics: High dimensional Quadrature, Stochastic Optimization, Algorithmic Differentiation Nikolai Strogies, Germany, Topics: Variational Equations in Hyperbolic PDEs, Open Pit Mining Optimization

2. List of publications (at least 100)

1. B.R. Markey, D.P. Craig, and A. Griewank. Structural Disturbances and Lattice Relaxation in Molecular Crystal Packing Calculations. Chemical Physics Letters, 62(2):223–229, 1979.

2. A. Griewank. Starlike Domains of Convergence for Newton’s Method at Sin-

gularities. Numerische Mathematik, 35:95–111, 1980.

3. A. Griewank and M.R. Osborne. Newton’s Method for Singular Problems

when the Dimension of the Null Space is > 1. SIAM Journal of Numerical

Analysis, 18:145–149, 1981.

4. A. Griewank. Generalized Descent for Global Optimization. Journal of

Optimization Theory and Applications, 34:11–39, 1981.

5. A Griewank and Ph.L. Toint. Partitioned Variable Metric Updates for Large

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Structured Optimization Problems. Numerische Mathematik, 39:119–137,

1982.

6. A. Griewank and Ph.L. Toint. Local Convergence Analysis for Partitioned

Quasi-Newton Updates. Numerische Mathematik, 39:429–448, 1982.

7. A. Griewank. A Short Proof of the Dennis and Schnabel Theorem. BIT,

22:252–256, 1982.

8. A. Griewank and M.R. Osborne. Analysis of Newton’s Method at Irregular

Singularities. SIAM Journal of Numerical Analysis, 20(4):747–773, 1983.

9. A. Griewank and G.W. Reddien. The Calculation of Hopf Points by a Direct

Method. IMA Journal of Numerical Analysis, 3:295–303, 1983.

10. A. Griewank and Ph.L. Toint. On the Existence of Convex Decompositions of

Partially Separable Functions. Mathematical Programming, 28:25–49, 1984.

11. A. Griewank and G.W. Reddien. Characterization and Computations of Gen-

eralized Turning Points. SIAM Journal of Numerical Analysis, 21:176–185,

1984.

12. A. Griewank. On Solving Nonlinear Equations with Simple Singularities or

Nearly Singular Solutions. SIAM Review, 27:537–563, 1985.

13. A. Griewank. The ‘Global’ Convergence of Broyden-like Methods with a

Suitable Line Search. Austr. Math. Soc. Ser. B., 28:75–92, 1986.

14. A. Griewank and G.W. Reddien. The Approximation of Generalized Turning

Points by Projection Methods with Superlinear Convergence of the Critical

Parameter. Numerische Mathematik, 48:591–601, 1986.

15. A. Griewank. The Local Convergence of Broyden’s Method on Lipschitzian

Problems in Hilbert Spaces. SIAM Journal of Numerical Analysis, 24:684–705,

1987.

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16. A. Griewank, H-Th. Jongen, and M. Kwong. The Equivalence of Strict Con-

vexity and Injectivity of the Gradient in Bounded Level Sets. Mathematical

Programming, 51:273–278, 1991.

17. N.R. Nagarajan, A.S. Cullick, and A. Griewank. New Strategy for Phase Equi-

librium and Critical Point Calculations by Thermodynamic Energy Analysis

– Part I. Stability Analysis and Flash. Fluid Phase Equilibria, 62:191–210,

1991.

18. N.R. Nagarajan, A.S. Cullick, and A. Griewank. New Strategy for Phase

Equilibrium and Critical Point Calculations by Thermodynamic Energy Anal-

ysis – Part II. Critical Point Calculations. Fluid Phase Equilibria, 62:221–223,

1991.

19. A. Griewank. The Global Convergence of Partitioned BFGS. Mathematical

Programming, 50:141–175, 1991.

20. C.H. Bischof, A. Carle, G.F. Corliss, A. Griewank, and P. Hovland. ADIFOR:

Generating Derivative Codes from Fortran Programs. Scientific Programming,

1(1):11–29, 1992.

21. A. Griewank. Achieving Logarithmic Growth of Temporal and Spatial Com-

plexity in Reverse Automatic Differentiation. Optimization Methods and Soft-

ware, 1(1):35–54, 1992.

22. C. H. Bischof, G.F. Corliss, L. Green, A. Griewank, K. Haigler, and P. New-

man. Automatic differentiation of advanced CFD codes for multidisciplinary

design. Journal on Computing Systems in Engineering, 6(3):625–638, 1992.

23. P. Rabier and A. Griewank. Generic Aspects of Convexification with Ap-

plications to Thermodynamic Equilibrium. Archive for Rational Mechanics,

118:349–397, 1992.

24. C.H. Bischof, G.F. Corliss, L. Green, A. Griewank, K. Haigler, and P. Newman.

Automatic differentiation of advanced CFD codes for multidisciplinary design.

Journal on Computing Systems in Engineering, 3:625–638, 1992.

25. C.H. Bischof, G.F. Corliss, and A. Griewank. Structured Second- and Higher-

Order Derivatives through Univariate Taylor Series. Optimization Methods

and Software, 2:211–232, 1993.

26. A. Griewank, C.H. Bischof, G.F. Corliss, A. Carle, and K. Williamson. Deriva-

tive Convergence of Iterative Equation Solvers. Optimization Methods and

Software, 2:321–355, 1993.

27. B. Averick, J. More, C.H. Bischof, A. Carle, and A. Griewank. Comput-

ing Large Sparse Jacobian Matrices using Automatic Differentiation. SIAM

Journal on Scientific Computing, 15(2):285–294, 1994.

28. A. Griewank and G.W. Reddien. The Approximate Solution of Defining Equa-

tions for Generalized Turning Points. SIAM Journal on Numerical Analysis,

33(5), 1996.

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29. A. Griewank, D. Juedes, and J. Utke. Adol-c: A package for the automatic

differentiation of algorithm written in C/C++. ACM Transactions on Math-

ematical Software, 22(2):131–167, 1996.

30. J.M. Restrepo, G.K. Leaf, and A. Griewank. Circumventing Storage Limita-

tions in Variational Data Assimilation Studies. SIAM Journal on Scientific

Computing, 19(5):1586–1605, 1998.

31. A. Walther, A. Griewank, and A. Best. Multiple vector-Jacobian products

are cheap. Applied Numerical Mathematics, 30:367–377, 1999.

32. A. Griewank and U. Naumann. Accumulating jacobians as chained sparse

matrix products. Mathematical Programming, 3(95):555–571, 2000.

33. A. Griewank and A. Walther. Revolve: An Implementation of Checkpointing

for the Reverse or Adjoint Mode of Computational Differentiation. Transac-

tion on Mathematical Software, 26(1), 2000.

34. A. Griewank, J. Utke, and A. Walther. Evaluating higher derivative tensors by

forward propagation of univariate Taylor series. Mathematics of Computation,

69(231):1117–1130, 2000.

35. A. Griewank and C. Mitev. Detecting Jacobian Sparsity Patterns by Bayesian

Probing. Mathematical Programming, A 93:–25, 2002.

36. O. Vogel, A. Griewank, and G. Bar. Direct gear tooth contact analysis for

hypoid bevel gears. Computer Methods in Applied Mechanics and Engineering,

191(36):3965–3982, 2002.

37. A. Griewank and C. Faure. Reduced Functions, Gradients and Hessians from

Fixed Point Iteration for State Equations. Numerical Algorithms, 30(2):113–

139, 2002.

38. A. Griewank and A. Walther. On constrained optimization by adjoint based

quasi-Newton methods. Opt. Meth. and Soft., 17:869–889, 2002.

39. A. Griewank. A mathematical view of automatic differentiation. Acta Nu-

merica, 12:321–398, 2003.

40. A. Griewank and U. Naumann. Accumulating Jacobians as Chained Sparse

Matrix Products. Mathematical Programming, 3(95):555–571, 2003.

41. A. Griewank and A. Walther. Bounding the number of processes and check-

points needed in time-minimal parallel reversal schedules. Computation, 73(2),

135-154, Springer, 2004 .

42. A. Griewank, A. Walther, and M. Korzec. Maintaining factorized KKT Sys-

tems subject to Rank-one Updates of Hessians and Jacobians. Optimization

Methods and Software, 22(2):279–295, 2007.

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43. P. Stange, A. Griewank, and M. Bollhofer. On the Efficient Update of Rectan-

gular LU Factorizations subject to Low Rank Modifications. ETNA, 26:161–

177, 2007.

44. N. Gauger, A. Griewank, and J. Riehme. Extension of fixed point PDE solvers

for optimal design by one-shot method - With first applications to aerodynamic

shape optimization. European Journal of Computational Mechanics, 17:87–

102, 2008.

45. A. Griewank, S. Schlenkrich, and A. Walther. A quasi-Newton method

with optimal R-order without independence assumption. Matheon Preprint

340/2006. Optimization Methods and Software, 23(2):215–225, 2008.

46. A. Hamdi and A. Griewank. Properties of an Augmented Lagrangian for

Design Optimization. Optimization Methods and Software, 2009.

47. S. Schlenkrich, A. Walther, and A. Griewank. On the local convergence of

adjoint Broyden methods. Mathematical Programming, 121(2), 2010.

48. A. Griewank and A. Hamdi. Reduced quasi-Newton method for simultaneous

design and optimization. Computational Optimization and Applications, Vol.

49(3),521-548, 2011.

49. F. Alvarez, J. Amaya, A. Griewank, and N. Strogies. A continuous model for

open pit mine planning. Mathematics of Operations Research, 73:29–54, 2011.

50. K. Jansen, H. Leovey, A. Ammon, A. Griewank, and M. Muller-Preussker.

Quasi-Monte Carlo methods for lattice systems: A first look. Computer

Physics Communications, (0):–, 2013. online in SpringerLink: July 9, 2011.

51. A. Walther, K. Kulshreshtha, and A. Griewank. On the Numerical Stability

of Algorithmic Differentiation. Computing, 94:125–149, 2012.

52. A. Griewank. On Stable Picewise Linearization and Generalized Differentia-

tion. Optimization Methods and Software, 28(6):1139–1178, 2013.

53. T. Bosse, L. , and A. Griewank. Adaptive sequencing of primal, dual, and

design steps in simulation based optimization. Computational Optimization

and Applications, pages 1–30, 2013.

54. L. Eneya, T. Bosse, and A. Griewank. A method for pointwise evaluation of

polyconvex envelopes. Afrika Matematika, 24:1–24, 2013.

55. T. Bosse, L. Eneya, and A. Griewank. An algorithm for pointwise evalua-

tion of polyconvex envelopes II: generalization and numerical results. Afrika

Matematika, pages 1–22, 2013.

56. T. Bosse, A. Griewank, and J. Fischer. Cubic overestimation and secant up-

dating for unconstrained optimization of C 2,1 functions. Optimization Methods

and Software, (Download Current Citation: RIS BibTex), Estimated Publica-

tion date - 10 Dec 2013 (Online), 2013. (ID: 863308 DOI:10.1080/10556788.2013.863308).

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57. A. Griewank, L. Lehmann, H. Leovey, and M. Zilberman. Automatic evalua-

tions of cross-derivatives. Mathematics of Computation, 83:251–274, 2014.

58. A. Griewank, J. Fischer, and T. Bosse. Cubic overestimation and secant

updating for unconstrained optimization of C 2, 1 functions. Optimization

Methods and Software pages 1–15, 2014

59. A. Griewank. On automatic differentiation and algorithmic linearization.

Pesquisa Operacional, vol.34, no.3, p.621-645, 2014

60. P. Boeck, B. Gompil, A. Griewank, R. Hasenfelder, and N. Stro-

gies, Experiments with generalized midpoint and trapezoidal rules on two non-

smooth ODE’s, Mong. Math. J., 17 (2013), pp. 39–49.

61. T. Bosse and A. Griewank. Optimal control of beer fermentation processes

with Lipschitz-constraint on the control. To appear in International Journal

of Beer Brewing, 2014.

62. Ch. Molkenthin, F. Scherbaum, A. Griewank, N. Kuhn, P. Stafford. A study

of the sensitivity of response spectral amplitudes on seismological parame-

ters using algorithmic differentiation. To appear in Bulletin of Earthquake

Engineering, 2014

BOOKS

63. A. Griewank and G. Corliss, editors. Automatic Differentiation of Algorithms:

Theory, Implementation, and Applications. SIAM, Philadelphia, Penn., 1991.

64. M. Berz, Ch. Bischof, G. Corliss, and A. Griewank, editors. Computational

Differentiation - Techniques, Applications, and Tools. SIAM, Philadelphia,

Penn., 1996.

65. A. Griewank. Evaluating Derivatives, Principles and Techniques of Algo-

rithmic Differentiation. Number 19 in Frontiers in Appl. Math. SIAM,

Philadelphia, 2000, second edition 2008.

66. G.F. Corliss, C. Faure, A. Griewank, L. Hascoet, and U. Naumann, editors.

Automatic Differentiation: from Simulation to Optimization. Springer Verlag,

New York, 2001.

67. A. Griewank and A. Walther. Evaluating Derivatives, Principles and Tech-

niques of Algorithmic Differentiation, second edition. SIAM, Philadelphia,

2008.

68. Constrained Optimization and Optimal Control for Partial Differential Equa-

tions. In A. Griewank M. Hinze R. Rannacher V. Schulz M. Ulbrich St. Ulbrich

G. Leugering, S. Engell, editor, International Series of Numerical Mathemat-

ics, pages 99–122. Springer, Basel Dordrecht Heidelberg London New York,

2012.

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69. Trends in PDE Constrained Optimization. G. Leugering, P. Benner, S. Engell,

A. Griewank, H. Harbrecht, M. Hinze, R. Rannacher, St. Ulbrich, Eds. Applied

Mathematics and and Computer Science, Birkhauser, Springer Basel AG, 2014

70. A. Griewank and L. Sheng. On the Gauss-Broyden Method for Nonlinear

Least-Squares. In J.C. Diaz, editor, Mathematics for Large Scale Computing

Lecture Notes in Pure and Applied Mathematics, No. 120, pages 22–37. Marcel

Dekker, New York, 1989.

71. G.F. Corliss, C.H. Bischof, A. Griewank, S. Wright, and T. Robey. Automatic

Differentiation for PDE’s – Unsaturated Flow Case Study. In R. Vichnevetski,

D. Knight, and G. Richter, editors, Advances in Computer Methods for Par-

tial Differential Equations – VII, pages 150 – 156, New Brunswick NJ, 1992.

IMACS.

72. A. Griewank. Some Bounds on the Complexity of Gradients, Jacobians, and

Hessians. In P.M. Pardalos, editor, Complexity in Nonlinear Optimization,

pages 128–161. World Scientific Publishers, 1993.

73. C.H. Bischof and A. Griewank. Automatic differentiation in sensitivity anal-

ysis and design optimization. In H. Meuer, editor, Basissoftware fur Vektor-

und Parallelrechner, pages 106–125, Munchen, Germany, 1993. K. G. Saur.

74. A. Griewank and M. Fruth. Generating Conjugate Directions Using Limited

Second Derivatives. In M. Gunzberger J. Borggaard, J. Burkardt and J. Peter-

son, editors, Optimal Design and Control, pages 177–188. Birkhauser, Boston,

1994.

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75. A. Griewank, D. Shiriaev, and J. Utke. Berechnung von Jacobi– und Hesse-

matrizen aus C und Fortran Code. In W. Mackens and S.M. Rump, editors,

Software Engineering im Scientific Computing, pages 185–197. Vieweg Braun-

schweig/Wiesbaden, 1995.

76. A. Griewank and J. Utke. Automatisches Differenzieren als Kombinatorisches

Problem. In S.D. Chatterji, B. Fuchsteiner, U. Kulisch, and R. Liedl, editors,

Jahrbuch Uberblicke Mathematik 1995. Vieweg Braunschweig/Wiesbaden, 1995.

77. A. Griewank. Einfach unmoglich! Oder wenn die Rechnung groß ausfallt.

Wiss. Z. Tech. Univ. Dresden, 47(2), 1998.

78. A. Walther and A. Griewank. Applying the Checkpointing Routine treeverse

to Discretizations of Burgers’ Equation. In H.-J. Bungartz, F. Durst, and

Chr. Zenger, editors, High Performance Scientific and Engineering Computing

Lecture Notes in Computational Science and Engineering, Springer, New York

NY, 1999.

79. A. Griewank and A. Walther. Optimal program execution reversal. Australian

Mathematical Society, 42(E):C627–C652, 2000.

80. A. Griewank. Complexity of Gradients, Jacobians, and Hessians. In C.A.

Floudas and P.M. Pardalos, editors, Encyclopedia of Optimization. Kluwer

Academic Publishers, 2001.

81. A. Griewank and A. Walther. How up-to-date are low-rank updates? Rev.

Invest. Oper., 25(2):137–147, 2004.

82. S. Schlenkrich, A. Walther, and A. Griewank. AD-based quasi-Newton meth-

ods for the integration of stiff ODEs. volume 50 of Lecture Notes in Com-

putational Science and Engineering, pages 89–98. Springer, New York, NY,

2005.

83. R. Enkhbat, D. Bayanjargal, and A. Griewank. Global Optimization Approach

to the Solow Growth Theory. AMO, Advanced Modeling and Optimization,

12(2), 2010.

84. A. Griewank. Broyden Updating, the Good and the Bad! in: Martin Grotschel

ed. Optimization Stories,, Documenta Matematica, Extra Volume ISMP

(2012):301–315, 2012.

85. A. Griewank. Who invented the Reverse Mode of Differentiation? in: Martin

Grotschel ed. Optimization Stories, Documenta Matematica, Extra Volume

ISMP (2012):389–400, 2012.

86. N. Gauger, A. Griewank, A. Hamdi, C. Kratzenstein, E. O zkaya, and T. Slawig.

Automated Extension of Fixed Point PDE Solvers for Optimal Design with

Bounded Retardation. In: G. Leugering and S. Engell and A. Griewank and

M. Hinze and R. Rannacher and V. Schulz and M. Ulbrich and St. Ulbrich

eds. Constrained Optimization and Optimal Control for Partial Differential

Equations, pages 99–122, 2012.

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87. A. Walther and A. Griewank. Getting Started with ADOL-C. In Uwe Nau-

mann and Olaf Schenk, editors, Combinatorial Scientific Computing, pages

181–202. CRC Press, Taylor & Francis Group, 2012.

88. A. Griewank, A. Hamdi, and E.

O zkaya. Quantifying Retardation in Sim-

ulation based Optimization. In A. Chinchuluun and P.M. Pardalos and R.

Enkhbat and E.N. Pistikopoulos eds. volume 76, pages 79–97. Springer Op-

timization and Its Applications, 2013.

89. A. Griewank. Automatic Differentiation. Princeton Companion to Applied

Mathematics, Nicolas Higham Ed., Princeton University Press, to appear 2015.

90. T. Bosse, A. Griewank, R. Henrion, D. Homberg, Ch. Landry, H. Leovey,

and W. Romisch. Nonlinear programming with applications to production

processes. To appear 2014.

91. Torsten Bosse, Nicolas R. Gauger, A. Griewank, Stefanie Gunther, Lena Ka-

land, Claudia Kratzenstein, Lutz Lehmann, Anil Nemili, Emre O zkaya, and

Thomas Slawig. Optimal design with bounded retardation for problems with

non-separable adjoints. Trends in PDE Constrained Optimization. To appear

2014.

92. Torsten Bosse, Nicolas R. Gauger, A. Griewank, Stefanie Gunther, and Volker

Schulz. One-shot approaches to design optimzation. Trends in PDE Con-

strained Optimization. To appear 2014.

IN PROCEEDINGS

93. A. Griewank and Ph.L. Toint. On the Unconstrained Optimization of Par-

tially Separable Objective Functions. In M.J.D. Powell, editor, Nonlinear

Optimization 1981, pages 301–312, London, 1982. Academic Press.

94. A. Griewank and G.W. Reddien. Computation of Turning and Bifurcation

Points for Two Point Boundary Value Problems. In J.F. Porter, editor,

Numerical Analysis of Parametrized Equations, Proceedings of the Conference

at Fayettefille, March 1983, pages 96–117, 1983.

95. A. Griewank. On Solving Nonlinear Equations with Simple Singularities

or Nearly Singular Solutions. In J.F. Porter, editor, Numerical Analysis of

Parametrized Equations, Proceedings of the Conference at Fayettefille, March

1983, pages 162–210, 1983.

96. A. Griewank and Ph.L. Toint. Numerical Experiments with Partially Sepa-

rable Optimization Problems. In D.F. Griffiths, editor, Numerical Analysis,

Proceedings Dundee, June 1983, number 1066 in Lecture Notes in Mathemat-

ics, pages 203–220, Berlin, Springer–Verlag, 1984.

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97. A. Griewank and G.W. Reddien. Computation of Generalized Turning Points

for Two Point Boundary Value Problems. In H.D. Mittelman T. Kupper and

H. Weber, editors, Numerical Methods for Bifurcation Problems, Proceedings

of the Conference at the University of Dortmund, August 1983, pages 385–400,

Boston, Birkhauser, 1984.

98. A. Griewank. Quadratically Appended Linear Models for Locating General-

ized Turning Points. In H.D. Mittelmann T. Kupper and H. Weber, editors,

Numerical Methods for Bifurcation Problems, Proceedings of the Conference

at Dortmund, August 1983, pages 162–170, Boston, Birkhauser, 1984.

99. A. Griewank and G. W. Reddien. The Approximation of Simple Singularities.

In U.M. Asher and R.P. Russell, editors, Numerical Boundary Value ODEs,

Proceedings Vancouver 1984, pages 245–259, Boston, Birkhauser, 1985.

100. A. Griewank. Secant Methods on Hilbert Spaces. In J.P. Hennart, editor, Nu-

merical Analysis, Proceedings Guanajuato, Mexico, July 1984, number 1230 in

Lecture Notes in Mathematics, pages 138–157, Berlin, Springer–Verlag, 1986.

101. A. Griewank. The Solution of Boundary Value Problems by Broyden Based

Secant Methods. In J. Noye and R. May, editors, Computational Techniques and

Applications: CTAC-85, Proceedings of CTAC, Melbourne, Aug. 1985, pages

309–321. North-Holland, 1986.

102. A. Griewank. On the Iterative Solution of Differential and Integral Equa-

tions by Secant Updating Techniques. In A. Iserles and M.J.D. Powell, ed-

itors, The State of the Art in Numerical Analysis, Proceedings of the Joint

IMA/SIAM Conference at Birmingham, England, April 1986, pages 299–324,

Oxford, Clarendon Press, 1987.

103. A. Griewank and P. Rabier. Critical Points of Mixed Fluids and their Numer-

ical Treatment. In R. Reydel T. Kupper and H. Troger, editors, Bifurcation;

Analysis, Algorithms, Applications, Proceedings of the Conference at Dort-

mund, August 1986, pages 90–97, Boston, Birkhauser, 1987.

104. A. Griewank. On Automatic Differentiation. In Mathematical Programming:

Recent Developments and Applications, pages 83–108, Amsterdam, Kluwer

Academic Publishers, 1989.

105. A. Griewank and G. W. Reddien. Computation of Cusp Singularities for

Operator Equations and their Discretizations. Journal of Computational and

Applied Mathematics, 26:133–154, 1989.

106. F.N. Pebdani, A.S. Cullick, and A. Griewank. Modified corresponding states

method for predicting densities of petroleum reservoir fluids. Industrial and

Engineering Chemistry Research, 18:340–347, 1989.

107. A. Griewank. Direct Calculation of Newton Steps without Accumulating

Jacobians. In T. F. Coleman and Y. Li, editors, Large-Scale Numerical Opti-

mization, pages 115–137, Philadelphia, Pa., SIAM, 1990.

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108. A. Griewank and P. Rabier. On the Smoothness of Convex Envelopes. Trans-

actions of the American Mathematical Society, 332:691–709, 1990.

109. A. Griewank. Automatic Evaluation of First- and Higher-Derivative Vectors.

In R. Seydel, F.W. Schneider, T. Kupper, and H. Troger, editors, Proceedings

of the Conference at Wurzburg, Aug. 1990, Bifurcation and Chaos: Analysis,

Algorithms, Applications, pages 124–137, Basel, Birkhauser, 1991.

110. A. Griewank, C.H. Bischof, and D. Juedes. Exploiting parallelism in automatic

differentiation. In E. Houstis and Y. Muraoka, editors, Proceedings of the 1991

International Conference on Supercomputing, pages 136–143, Baltimore, MD,

ACM Press, 1991.

111. A. Griewank and S. Reese. On the Calculation of Jacobian Matrices by

the Markowitz Rule. In A. Griewank and George F. Corliss, editors, Auto-

matic Differentiation of Algorithms: Theory, Implementation, and Applica-

tion, pages 126–135. SIAM, Philadelphia, Penn., 1991.

112. C.H. Bischof, A. Carle, G.F. Corliss, and A. Griewank. ADIFOR: fortran

source translation for efficient derivatives. In P. Wang, editor, International

Symposium on Symbolic and Algebraic Computing ’92, pages 294–302, Balti-

more, MD, ACM Press, 1992.

113. C.H. Bischof, A. Carle, G.F. Corliss, and A. Griewank. ADIFOR: Automatic

Differentiation in a Source Translator Environment. In P.S. Wang, editor,

International Symposium on Symbolic and Algebraic Computing 92, pages 294–

302, Washington, D.C., 1992. ACM.

114. G.F. Corliss and A. Griewank. Operator Overloading as an Enabling Technol-

ogy for Automatic Differentiation. In OON SKI ’93, Sunriver, Oregon, April

25-27, 1993.

115. A. Griewank. Automatic Differentiation by Overloading in C++. In OON

SKI ’93, Sunriver, Oregon, April 25-27, 1993.

116. C.H. Bischof and A. Griewank. Computational differentiation and multi-

disciplinary design. In Proceedings of the Symposium on Inverse Problems

and Optimal Design in Industry, pages 187–211, Stuttgart, Germany, 1994.

Teubner Verlag.

117. A. Griewank. Computational Differentaition and Optimization. In J.R. Birge

and K.G. Murty, editors, Mathematical Programming: State of the Art 1994,

pages 102–131. The University of Michigan, Michigan, USA, 1994.

118. A. Griewank. Automatic Directional Differentiation of Nonsmooth Composite

Functions. In R. Durier, editor, Recent developments in Optimization / Sev-

enth French-German Conference on Optimization, Dijon 1994, pages 155–169.

Springer Verlag, 1995.

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119. A. Griewank. ODE Solving via Automatic Differentiation and Rational Pre-

diction. In D.F. Griffiths and G.A. Watson, editors, Numerical Analysis 1995,

Pitman Research Notes in Mathematics Series, volume 344. Addison-Wesley

Longman Ltd, 1995.

120. C. Bischof and A. Griewank. Tools for the Automatic Differentiation of

Computer Programs. In G. Alefeld, O. Mahrenholtz, and R. Mennicken, edi-

tors, ICIAM/GAMM 95: Issue 1: Numerical Analysis, Scientific Computing,

Computer Science, pages 267–272. Special Issue of Zeitschrift fur Angewandte

Mathematik und Mechanik (ZAMM), 1996.

121. A. Griewank. Sensitivitatsanalyse fur Computerprogramme. In Erwin

Stoschek und Andreas Griewank, editor, NIKOLAUS JOACHIM LEHMANN

Begrunder der elektronischen Rechentechnik in Sachsen, Eine Festschrift zur

Erinnerung an seinen 75. Geburtstag, pages 53–61. Dresden University

Press, Dresden,

1996.

122. A. Griewank and D. Shiriaev. ADOL–F Automatic Differentiation of Fortran

Codes. In M. Berz, C. Bischof, G. Corliss, and A. Griewank, editors, Compu-

tational Differentiation - Techniques, Applications, and Tools, pages 375–384.

SIAM, Philadelphia, Penn., 1996.

123. A. Griewank and A. Walther. Why Vector-Jacobian Products are Cheap but

Preconditioning is Generally Costly; und Vergleich von Software-Tools fur

das automatische Differenzieren von Computerprogrammen. In Proceedings

of 15th IMACS World Congress. IMACS, Vol. 4, 521-526, 1997.

124. A. Walther, A. Griewank, and O. Vogel. Higher derivative tensors from

univariate taylor series with comparison to maple on an engineering problem.

In In GAMM-Proceedings. ZAMM, 2000.

125. A. Griewank and A. Walther. New Results on Reversal Schedules. In G.F.

Corliss, C. Faure, A. Griewank, L. Hascoet, and U. Naumann, editors, Au-

tomatic Differentiation: from Simulation to Optimization, number 28 in Part

VI, Springer, New York, 2001.

126. W. Klein, A. Griewank, and A. Walther. Differentiation methods for indus-

trial strength problems. In G.F. Corliss, C. Faure, A. Griewank, L. Hascoet,

and U. Naumann, editors, Automatic Differentiation: from Simulation to Op-

timization, number 2 in Part I, Springer, New York, 2001.

127. A. Griewank and C. Mitev. Verifying Jacobian Sparsity. In G.F. Corliss,

C. Faure, A. Griewank, L. Hascoet, and U. Naumann, editors, Automatic

Differentiation: from Simulation to Optimization, number 31 in Part VII,

Springer, New York, 2001.

128. A. Griewank and U. Naumann. Accumulating Jacobians by Vertex, Edge or

Face Elimination. Proceedings of CARI’02, 375-383, 2002.

14

129. A. Griewank and C. Faure. Piggyback differentiation for optimization. Lecture

Notes in Computational Science and Engineering, Vol. 30, 148-164, Springer

2003.

130. A. Griewank and A. Walther. Introduction to automatic

differentiation.PAMM, 2(1):45–49, 2003.

140. A. Griewank and D. Kressner. Time-lag in derivative convergence for fixed

point iterations. In Proceedings of CARI’04, 7th African Conference on Re-

search in Computer Science, pages 295–304, 2004.

141. A. Walther and A. Griewank. Advantages of binomial checkpointing for

memory-reduced adjoint calculations. Feistauer, M. (ed.) et al., Numeri-

cal mathematics and advanced applications. Proceedings of ENUMATH 2003,

the 5th European conference on numerical mathematics and advanced applica-

tions, Prague, Czech Republic, August 18–22, 2003. Berlin: Springer. 834-843

(2004)., 2004.

142. A. Griewank and M. Korzec. Approximating Jacobians by the TR2 formula.

In GAMM Annual Meeting 2005 Luxembourg, volume 1 of PAMM, pages 791–

792, 2005.

143. J. Sternberg and A. Griewank. Memory-efficient implementation of riccati

approach for time-dependent optimal control problems in ODEs. In PAMM

(Proceedings of the 2005 GAMM conference), volume 5, pages 695–696, 2005.

144. A. Griewank and Olaf Vogel. Analysis and exploitation of Jacobian scarcity.

Bock, Hans Georg (ed.) et al., Modeling, simulation and optimization of

complex processes. Proceedings of the International Conference on High Per-

formance Scientific Computing, March 10–14, 2003, Hanoi, Vietnam. Berlin:

Springer. 149-164 (2005)., 2005.

145. S. Schlenkrich, A. Griewank, and A. Walther. Efficient similarity factorization

of rank-1 modifications. PAMM, 5:793–794, 2005.

146. J. Sternberg and A. Griewank. Reduction of storage requirement by check-

pointing for time-dependent optimal control problems in ODEs. In M. Bucker,

G. Corliss, P. Hovland, U. Naumann, and B. Norris, editors, Automatic Dif-

ferentiation: Applications, Theory, and Implementations. Springer, 2006.

147. A. Griewank. Projected Hessian for preconditioning in one-step one-shot

design optimization. Di Pillo, Gianni (ed.) et al., Large-scale nonlinear op-

timization. Papers based on the presentation at the workshop on large scale

nonlinear optimization, Erice, Italy, June 22–July 1, 2004. New York, NY:

Springer. Nonconvex Optimization and Its Applications 83, 151-171 (2006).,

2006.

148. Torsten Bosse, A. Griewank, Lutz Lehmann, and Volker Schloßhauer. On

Hessian- and Jacobian-Free SQP Methods - a Total Quasi-Newton Scheme

with Compact Storage. In Moritz Diehl, Francois Glineur, Elias Jarlebring,

15

and Wim Michiels, editors, Recent Advances in Optimization and its Applica-

tions in Engineering, pages 63–72. Springer, Berlin, Heidelberg, 2010.

149. Julia Piontkowski and A. Griewank. Solution of Complementarity Problems

via Piecewise Linearization. In Proceedings GAMM, 2013.

150. Nikolai Strogies and A. Griewank. A PDE Constrained Optimal Control

Problem Inspired by Open Pit Mine Planning. In Proceedings GAMM, 2013.

151. K. Jansen, H. Leovey, A. Nube, A. Griewank, and M. Muller-Preussker. A first

look at quasi-Monte Carlo for lattice field theory problems. J.Phys.Conf.Ser.,

454:012043, 2013.

152. A. Ammon, T. Hartung, K. Jansen, H. Leovey, A. Griewank, et al. Quasi-

Monte Carlo methods for lattice systems: a first look.

153. A. Griewank From the product example to PDE adjoints, algorithmic differ-

entiation and its application (Invited talk) Lecture Notes in Computer Science

8136 LNCS, pp. 130-135

154. A. Griewank, N. Strogies, Efficient Evaluation of Sparse Jacobians by Matrix

Compression, Part I: Motivation and Theory, Proceeding of the 2nd Inter-

national Conference on Mathematics, Computational and Statistical Sciences,

2014, pp 33 - 40;

155. A. Griewank, J.-U. Bernt, M. Radons, and T. Streubel. Representation and

Analysis of Piecewise Linear Functions in Abs-normal form In System Mod-

eling and Engineering, edt. Ch. Potzsche et al, pp 327-336 Springer Berlin,

Heidelberg. 2014.

156. A. Griewank, J.-U. Bernt, M. Radons, and T. Streubel. Solving piecewise

linear systems in abs-normal form. Optimization-Online 2013/12/4184. To

appear in Linear Algebra and its Application. 2015

157. A. Griewank, A. Walther, S. Fiege, T. Bosse On Lipschitz optimization based

on gray-box piecewise linearization. Optimization-Online 2014/06/4407, Un-

der revision for Mathematical Programming. 2014

MISCELLANEOUS

158. A. Griewank. Book Review of optimality in nonlinear programming: a feasible

direction approach. Interfaces, 14(5):118–119, 1984.

159. A. Griewank. The Phase Behaviour Analysis of Mixed Fluids: A Difficult

Semi–infinite Programming Problem. Technical Report CMA–R42–85, Cen-

tre for Mathematical Analysis, Australian National University, Australia, Can-

berra, 1985.

16

160. A. Griewank. Book Review of numerical derivatives and nonlinear analysis.

SIAM Review, 30(2):327–329, 1988.

161. D. Juedes and A. Griewank. Implementing Automatic Differentiation Effi-

ciently. Technical Report ANL/MCS–TM–140, Mathematics and Computer

Science Division, Argonne National Laboratory, 1990.

162. A. Griewank. The Chain Rule Revisited in Scientific Computing, I-II. SIAM

News, May/July 1991.

163. A. Griewank. Sequential Evaluation of Adjoints and Higher Derivative Vectors

by Overloading and Reverse Accumulation. Technical Report Preprint SC 91–

3, Konrad-Zuse-Zentrum fur Informationstechnik Berlin, 1991.

164. G. Corliss, A. Griewank, T. Robey, and S. Wright. Automatic Differentiation

Applied to Unsaturated Flow–ADOL-C Case Study. Technical Report ANL–

MCS–TM-162, Argonne National Laboratory, 1992.

165. C.H. Bischof, A. Carle, G.F. Corliss, A. Griewank, P. Hovland, and A

Mauer.ADIFOR working note #3: ADIFOR exception handling, version

2.0. Tech- nical Report Technical Report MCS–TM–159, Argonne National

Laboratory, 1992.

166. C.H. Bischof and A. Griewank. On the Development of Pseudo-Adjoin

Codes. Technical Report Preprint MCS-P375-0793, Argonne National

Laboratory, 1993.

167. C.H. Bischof, A. Griewank, and P.M. Khademi. Workshop report on first

theory institute on computational differentiation. Technical Report Technical

Memorandum ANL/MCS–TM–183, Argonne National Laboratory, 1994.

168. G.F Corliss, A. Griewank, P. Henneberger, G. Kirlinger, F.A. Potra, and H.J.

Stetter. High-Order Stiff ODE Solvers via Automatic Differentiation and

Rational Prediction. Technical Report IOKOMO 02 96, TU Dresden, 1996.

169. Oleg P. Burdakov, A. Griewank, and Alexander V. Lotov. Yury G. Evtushenko

– A tribute (on the occasion of his 65th birthday). Optim. Methods Softw.,

20(1):1–7, 2005.

170. A. Griewank, S. Schlenkrich, and A. Walther. Adjoint Broyden a la GMRES.

Optimization Online, Matheon Preprint 413, 2007.

171. J. Sternberg and A. Griewank. Construction of nested transversal schedules

for the optimal control of ODEs. Draft.

172. A. Griewank. Obituary for Charles Broyden. Optimization Methods and

Software, 26(3):343-344, 2011.

173. T. Bosse, A. Griewank, L. Lehmann, and D. Schlagk. The magic quadrature

of the super-brain (Die magische Quadratur des Superhirns). Mitteilungen

Deutsche Mathematiker Vereinigung, 20:30–36, 2012.

17

3. List of research projects

2003 – 2010 Linearly Invariant Algorithm for Large-Scale Nonlinear

Programming

Matheo

n 2004 – 2006 Speichereffiziente Verfahren fu¨r Probleme der Optimalen Steuerung

DFG 2007 Design to Cost - Car body structure optimization VW 2005 – 2009 GRK 1128: Analysis, Numerics and Optimization of Multiphase

Problems DFG

2006 Matheon C20, Car body structure optimization Matheon 2007 – 2010 NOVOEXP: Numerische Optimierungsverfahren zur

Parameterschatzung BMBF

2007 – 2011 MetallBip: Nanobeschichtete, metallische Bipolarplatte fu¨r PEFC BMBF 2008 – 2009 Automated extension of fixed point PDE solvers for optimal

design with DFG

bounded retardation 2009 – 2013 Optimal design for problems with non-separable adjoints DFG 2010 – 2013 Open pit mine planning via a continuous optimization approach DFG 2014 – 2017 Application of Quasi Monte Carlo methods in quantum field theory DFG

4. Track record of positions held

1982 – 1986 Assistant Professor at Southern Methodist University (SMU), Dallas, Texas 1986 – 1987 Associate Professor at SMU (tenure granted in Spring 1987)

1987 – 1993 (Senior) Mathematician at the Mathematics and Computer Science

Division, Argonne National Laboratory (ANL), Argonne, Illinois

1993 – 1998 Professor and Director of the Institute of Scientific

Computing, Department of Mathematics, Technical University

Dresden, Germany

1998 – 1999 Sabbatical year as researcher at INRIA Sophia Antipolis, Antibes, France

1999 – 2001 Professor at Institute of Scientific Computing, TUD

2001 – 2003 Director of Institute of Scientific Computing, TUD

2003 – Professor at Institute of Mathematics at Humboldt-Universitat zu Berlin

2008 – 2012 Director of Institute of Mathematics at Humboldt-Universitat zu Berlin

5. On Going Collaborations

Felipe Alvarez Universida de Chile Open pit mining optimization

Asem Kabidoldanova Kazakh National University On the exact numerical integration of

piecewise linear dynamical systems

Enkhbat Rentsen Mongolian National University Optimal control of economical processes

Natasa Krejic University of Novi Sad Order value optimization

using piecewise linearization

Andrea Walther Universitat Paderborn Optimization of Lipschitzian Objectives

Todd Munson Argonne National Laboratory, Numerical Methods for Nonsmooth Problems,

(Book project for SIAM) Applications of Algorithmic Piecewise Linearization

6. MEMBERSHIP IN PROFESSIONAL SOCIETIES

Deutsche Mathematiker Vereinigung (DMV)

Gesellschaft fur Angewandte Mathematik und Mechanik (GAMM) Society for Industrial

and Applied Mathematics (SIAM)

European Mathematical Society (EMS) Berliner

Wissenschaftsgesellschaft (BWG)

18

MEMBERSHIP IN SCIENTIFIC COMMITTEES 2002 – Colloque Africain de Recherche en Informatique et Mathematique Appliquee 2002 – Regular national and international activity for accreditation agency

ASIIN

2007 – Selection panel of Rosa Luxemburg Foundation for student and PhD

scholarships

2008 - Member and Associate of the EMS Committee on Developing

Countries(CDC)

2013 – SIAM Council and two committees, SIAM Board 2015/2016

2014 – Member of IMU Circle

Past

1997 – 2003 Senats- und Bewilligungsausschuss der DFG fur die Graduiertenkollegs

2002 – 2008 Fachausschuss Mathematik der Akkreditierungsagentur ASIIN

2005 – 2011 DFG Fachkollegium Mathematik (National Review Panel)

2004 – 2008 Scientific Council of CIMPA

2007 – 2015 GAMM Vorstandsrat

MEMBERSHIP IN ORGANIZING AND PROGRAM COMMITTEES

2004 GAMM Annual Meeting Dresden, (Co-Chair)

2006 DMV/GDM Annual Meeting Berlin

2007/2008 Organizer/Chair Roundtable Discussions on Developing Countries,

ICIAM Zurich, ECM5 Amsterdam, ECM6 Krakau

2012 International Symposium on Mathematical Programming Berlin

2012/2016 Co-Initiator of Oberwolfach workshops on Data Assimilation

2012/2016 Conferences on Algorithmic Differentiation in Fort Collins and Oxford

2014 Organized meeting of CDC of the EMS in Berlin.

2016 Resposible for grants at 2016 European Congress of Methematics in

Berlin

EDITORIAL BOARD

Since foundation in 1992 Senior Editor of Optimization and

Software. Since 2013 editorial board of SIAM News.