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Algorithms for Optimal Control of Elastic Contact Problems with Finite Strain

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Non-Smooth and Complementarity-Based Distributed Parameter Systems

Part of the book series: International Series of Numerical Mathematics ((ISNM,volume 172))

Abstract

Optimal control of hyperelastic contact problems in the regime of finite strains combines various severe theoretical and algorithmic difficulties. Apart from being large scale, the main source of difficulties is the high nonlinearity and non-convexity of the elastic energy functional, which precludes uniqueness of solutions and simple local sensitivity results. In addition, the contact conditions add non-smoothness to the overall problem.

In this chapter, we discuss algorithmic approaches to address these issues. In particular, the non-smoothness is tackled by a path-following approach, whose theoretical properties are reviewed. The subproblems are highly nonlinear optimal control problems, which can be solved by an affine invariant composite step method. For increased robustness and efficiency, this method has to be adapted to the particular problem, taking into account its large-scale nature, its function space structure and its non-convexity.

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References

  1. John M. Ball. Convexity conditions and existence theorems in nonlinear elasticity. Archive for Rational Mechanics and Analysis, 63(4):337–403, 1977.

    Article  MathSciNet  Google Scholar 

  2. Michele Benzi, Gene H. Golub, and Jörg Liesen. Numerical solution of saddle point problems. Acta Numerica, 14:1–137, 2005.

    Article  MathSciNet  Google Scholar 

  3. Thomas Betz. Optimal control of two variational inequalities arising in solid mechanics. PhD thesis, 2015.

    Google Scholar 

  4. P.G. Ciarlet. Mathematical Elasticity: Three-dimensional elasticity. Number Bd. 1. North-Holland, 1994.

    Google Scholar 

  5. Philippe G. Ciarlet and Jindřich Nečas. Unilateral problems in nonlinear, three-dimensional elasticity. Archive for Rational Mechanics and Analysis, 87(4):319–338, 1985.

    Article  MathSciNet  Google Scholar 

  6. Marius Cocu. Existence of solutions of Signorini problems with friction. International journal of engineering science, 22(5):567–575, 1984.

    Article  MathSciNet  Google Scholar 

  7. A.R. Conn, N.I.M. Gould, and P.L. Toint. Trust-Region Methods. SIAM, 2000.

    Book  Google Scholar 

  8. Peter Deuflhard. Newton Methods for Nonlinear Problems: Affine Invariance and Adaptive Algorithms. Springer Publishing Company, Incorporated, 2011.

    Book  Google Scholar 

  9. Hilary Dollar. Iterative linear algebra for constrained optimization. PhD thesis, University of Oxford, 2005.

    Google Scholar 

  10. N.I.M. Gould, M.E. Hribar, and J. Nocedal. On the solution of equality constrained quadratic programming problems arising in optimization. SIAM Journal on Scientific Computing, 23(4):1376–1395, 2001.

    Article  MathSciNet  Google Scholar 

  11. Andreas Günnel and Roland Herzog. Optimal control problems in finite-strain elasticity by inner pressure and fiber tension. Frontiers in Applied Mathematics and Statistics, 2:4, 2016.

    Article  Google Scholar 

  12. M. Heinkenschloss and D. Ridzal. A matrix-free trust-region SQP method for equality constrained optimization. SIAM J. Optim., 24(3):1507–1541, 2014.

    Article  MathSciNet  Google Scholar 

  13. M. Heinkenschloss and L.N. Vicente. Analysis of inexact trust-region SQP algorithms. SIAM J. Optim., 12(2):283–302, 2001/02.

    Google Scholar 

  14. Michael Hinze, René Pinnau, Michael Ulbrich, and Stefan Ulbrich. Optimization with PDE constraints, volume 23. Springer Science & Business Media, 2008.

    Google Scholar 

  15. Noboru Kikuchi and John Tinsley Oden. Contact problems in elasticity: a study of variational inequalities and finite element methods, volume 8. SIAM, 1988.

    Google Scholar 

  16. Lars Lubkoll. An Optimal Control Approach to Implant Shape Design : Modeling, Analysis and Numerics. PhD thesis, Bayreuth, 2015.

    Google Scholar 

  17. Lars Lubkoll, Anton Schiela, and Martin Weiser. An optimal control problem in polyconvex hyperelasticity. SIAM J. Control Opt., 52(3):1403–1422, 2014.

    Article  MathSciNet  Google Scholar 

  18. Lars Lubkoll, Anton Schiela, and Martin Weiser. An affine covariant composite step method for optimization with PDEs as equality constraints. Optimization Methods and Software, 32:1132–1161, 2017.

    Article  MathSciNet  Google Scholar 

  19. J.A.C. Martins and J.T. Oden. Existence and uniqueness results for dynamic contact problems with nonlinear normal and friction interface laws. Nonlinear Analysis: Theory, Methods and Applications, 11(3):407–428, 1987.

    Article  MathSciNet  Google Scholar 

  20. Georg Müller and Anton Schiela. On the control of time discretized dynamic contact problems. Computational Optimization and Applications, 68(2):243–287, Nov 2017.

    Article  MathSciNet  Google Scholar 

  21. J.T. Oden and J.A.C. Martins. Models and computational methods for dynamic friction phenomena. Computer Methods in Applied Mechanics and Engineering, 52(1):527–634, 1985.

    Article  MathSciNet  Google Scholar 

  22. E. O. Omojokun. Trust Region Algorithms for Optimization with Nonlinear Equality and Inequality Constraints. PhD thesis, Boulder, CO, USA, 1989. UMI Order No: GAX89-23520.

    Google Scholar 

  23. Tyrone Rees. Preconditioning iterative methods for PDE constrained optimization. PhD thesis, Oxford University, 2010.

    Google Scholar 

  24. Tyrone Rees, H. Dollar, and Andrew Wathen. Optimal solvers for PDE-constrained optimization. SIAM J. Scientific Computing, 32:271–298, 01 2010.

    Google Scholar 

  25. D. Ridzal. Trust-region SQP methods with inexact linear system solves for large-scale optimization. ProQuest LLC, Ann Arbor, MI, 2006. Thesis (Ph.D.)–Rice University.

    Google Scholar 

  26. Manuel Schaller, Anton Schiela, and Matthias Stöcklein. A composite step method with inexact step computations for PDE constrained optimization. Preprint SPP1962-098, 10 2018.

    Google Scholar 

  27. Anton Schiela and Matthias Stöcklein. Optimal control of static contact in finite strain elasticity. Preprint SPP1962-097, 10 2018.

    Google Scholar 

  28. Antonio Signorini. Sopra alcune questioni di elastostatica. Atti della Societa Italiana per il Progresso delle Scienze, 1933.

    Google Scholar 

  29. A. Vardi. A trust region algorithm for equality constrained minimization: convergence properties and implementation. SIAM J. Numer. Anal., 22(3):575–591, 1985.

    Article  MathSciNet  Google Scholar 

  30. Jan Christoph Wehrstedt. Formoptimierung mit Variationsungleichungen als Nebenbedingung und eine Anwendung in der Kieferchirurgie. PhD thesis, 2007.

    Google Scholar 

  31. M. Weiser, P. Deuflhard, and B. Erdmann. Affine conjugate adaptive Newton methods for nonlinear elastomechanics. Opt. Meth. Softw., 22(3):414–431, 2007.

    MathSciNet  MATH  Google Scholar 

  32. J.C. Ziems and S. Ulbrich. Adaptive multilevel inexact SQP methods for PDE-constrained optimization. SIAM J. Optim., 21(1):1–40, 2011.

    Article  MathSciNet  Google Scholar 

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Acknowledgements

This work was supported by the DFG grant SCHI 1379/2-1 within the priority programme SPP 1962 (Non-smooth and Complementarity-Based Distributed Parameter Systems: Simulation and Hierarchical Optimization).

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Correspondence to Anton Schiela .

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Schiela, A., Stöcklein, M. (2022). Algorithms for Optimal Control of Elastic Contact Problems with Finite Strain. In: Hintermüller, M., Herzog, R., Kanzow, C., Ulbrich, M., Ulbrich, S. (eds) Non-Smooth and Complementarity-Based Distributed Parameter Systems. International Series of Numerical Mathematics, vol 172. Birkhäuser, Cham. https://doi.org/10.1007/978-3-030-79393-7_14

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