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Analysis of microstructures and phase transition phenomena in one-dimensional, non-linear elasticity by convex optimization

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Abstract

We propose a general method for determining the theoretical microstructure in one-dimensional elastic bars whose internal deformation energy is given by nonconvex polynomials. We use nonconvex variational principles and Young measure theory to describe the optimal energetic configuration of the body. By using convex analysis and classical characterizations of algebraic moments, we can formulate the problem as a convex optimal control problem. Therefore, we can estimate the microstructure of several models by using nonlinear programming techniques. This method can determine the minimizers or the minimizing sequences of nonconvex, variational problems used in one-dimensional, nonlinear elasticity.

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References

  • Akhiezer N, Krein M (1962) Some questions in the theory of moments. Translations of mathematical monographs, vol. 2. American Mathematical Society, Providence

    Google Scholar 

  • Antman SS (2004) Nonlinear problems in elasticity, 2nd edn. Appl Math Sci. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Ashby MF (1996) Engineering materials. Butterworth, London, UK

    Google Scholar 

  • Aubert G, Tahraoui R (1996) Young measures and relaxation of functionals for integrands \(f(x, u(x), u^\prime(x))\). Differ Integral Equ 9:27–43

    MATH  MathSciNet  Google Scholar 

  • Balder EJ (1995) Lectures on young measures, Cahiers de Mathématiques de la Décision, vol. 9517. CEREMADE, Université Paris IX, Paris, France

    Google Scholar 

  • Ball JM (1977) Convexity conditions and existence theorems in nonlinear elasticity. Arch Ration Mech Anal 63:337–403

    Article  MATH  Google Scholar 

  • Ball JM, James RD (1987) Fine phase mixtures as minimizers of energy. Arch Ration Mech Anal 100:13–52

    Article  MATH  MathSciNet  Google Scholar 

  • Ball JM, James RD (1992) Proposed experimental test of a theory of fine microstructure and the two well problem. Philos Trans R Soc Lond Ser A Math Phys Sci 338:389–450

    MATH  Google Scholar 

  • Bartels S, Roubicek T (2004) Linear-programming approach to non-convex variational problems. Numer Math 99:251–287

    Article  MATH  MathSciNet  Google Scholar 

  • Battacharya K (1991) Wedge-like microstructure in martensite. Acta Metal 39:2431–2444

    Article  Google Scholar 

  • Battacharya K, James RD, Swart P (1997) Relaxation in shape memory alloys, part I and II. Acta Mater 45:4547–4568

    Article  Google Scholar 

  • Bauman P, Phillips A (1990) A nonconvex variational problem related to change of phase. Appl Math Optim 21:113–138

    Article  MATH  MathSciNet  Google Scholar 

  • Bazaraa MS, Sherali HD, Shetty CM (1993) Nonlinear programming: theory and algorithms, 2nd edn. Wiley, New York

    MATH  Google Scholar 

  • Ben-Tal A, Nemirovski A (2001) Lectures on modern convex optimization—analysis, algorithms, and engineering applications. Series on Optimization 2. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Bhadeshia H (1987) Worked examples in the geometry of crystals. Institute of Metals, London

    Google Scholar 

  • Bonnetier E, Conca C (1994) Approximation of young measures by functions and application to a problem of optimal design for plates with variable thickness. Proc R Soc Edinb 124A:399–422

    MathSciNet  Google Scholar 

  • Buttazzo G, Giaquinta M (1998) One-dimensional variational problems: an introduction. Oxford University Press, Oxford, England

    MATH  Google Scholar 

  • Carstensen C (2001) Numerical analysis of microstructure. In: JF Blowey JC, Craig A (eds) Theory and numerics of differential equations. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Carstensen C, Plechac P (1997) Numerical solution of the scalar double-well problem allowing microstructure. Math Comput 66:997–1026

    Article  MATH  MathSciNet  Google Scholar 

  • Carstensen C, Roubícek T (2000) Numerical approximation of young measures in non-convex variational problems. Numer Math 84(3):395–415

    Article  MATH  MathSciNet  Google Scholar 

  • Castillo E, Conejo AJ, Pedregal P, García R, Alguacil N (2001) Building and solving mathematical programming models in engineering and science. Wiley, New York

    MATH  Google Scholar 

  • Cesari L (1983) Optimization—theory and applications: problems with ordinary differential equations. Springer, Berlin Heidelberg New York

    MATH  Google Scholar 

  • Cherkaev A (2000) Variatonal methods for structural optimization. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Chipot M (1991) Numerical analysis of oscillations in non-convex problems. Numer Math 59:747–767

    Article  MATH  MathSciNet  Google Scholar 

  • Chipot M, Kinderlehrer D (1988) Equilibrium configurations of crystals. Arch Ration Mech Anal 103:237–277

    Article  MATH  MathSciNet  Google Scholar 

  • Chipot M, Collins C, Kinderlehrer D (1995) Numerical analysis of oscillations in multiple well problems. Numer Math 70(3):259–282

    Article  MATH  MathSciNet  Google Scholar 

  • Conn AR, Gould NIM, Toint PL (2000) Trust-region methods. Series on Optimization 1. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Curto RE, Fialkow LA (1991) Recursiveness, positivity, and truncated moment problems. Houst J Math 17(4):603

    MATH  MathSciNet  Google Scholar 

  • Dacorogna B (1989) Direct methods in the calculus of variations. Appl Math Sci. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Egozcue JJ, Meziat R, Pedregal P (2001) The method of moments for non-convex variational problems. In: Hadjisavvas N, Pardalos PM (eds) Advances in convex analysis and global optimization, nonconvex optimization and its applications, vol. 54. Springer, Berlin Heidelberg New York, pp 371–382

    Google Scholar 

  • Egozcue JJ, Meziat R, Pedregal P (2003) From a nonlinear, nonconvex variational problem to a linear, convex formulation. Appl Math Optim 47(1):27–44

    Article  MathSciNet  Google Scholar 

  • Ekeland I (1979) Nonconvex minimization problems. Bull Am Math Soc 1:443–475

    Article  MATH  MathSciNet  Google Scholar 

  • Ekeland I, Temam R (1999) Convex analysis and variational problems, classics in applied mathematics, vol. 28. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Ericksen JL (1980) Some phase transitions in crystals. Arch Ration Mech Anal 73:99–124

    Article  MATH  MathSciNet  Google Scholar 

  • Ericksen JL (1986) Stable equilibrium configuration of elastic crystals. Arch Ration Mech Anal 94:1–14

    Article  MATH  MathSciNet  Google Scholar 

  • Fattorini HO (1999) Infinite dimensional optimization and control theory. In: Rota G-C (ed) Encyclopedia of mathematics and its applications. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Fonseca I (1985) Variational methods for elastic crystals. Arch Ration Mech Anal 97:189–220

    MathSciNet  Google Scholar 

  • Fonseca I, Kinderlehrer D, Pedregal P (1994) Energy functionals depending on elastic strain and chemical compositions. Calc Var Partial Differ Equ 2:283–313

    Article  MATH  MathSciNet  Google Scholar 

  • Fourer R, Gay DM, Kernighan BW (2002) AMPL: a modeling language for mathematical programming, 2nd edn. Duxbury Press, Pacific Grove, CA

    Google Scholar 

  • Friesecke G (1994) A necessary and suficient condition for nonattainment and formation of microstructure almost everywhere in scalar variational problems. Proc R Soc Edinb Sect A Math 124:437–472

    MATH  MathSciNet  Google Scholar 

  • Giaquinta M (1996) Calculus of variations, vols. I and II. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Hibbeler RC (1994) Mechanics of materials, 2nd edn. Prentice-Hall, Englewood Cliffs, NJ

    Google Scholar 

  • Hoang T (1997) Convex analysis and global optimization, nonconvex optimization and its applications, vol. 22, 1st edn. Kluwer

  • James R (1979) Co-existent phases in the one-dimensional static theory of elastic bars. Arch Ration Mech Anal 72:99–140

    Article  MATH  Google Scholar 

  • Jost J (1999) Calculus of variations (Cambridge studies in advanced mathematics). Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Karlin S, Shapley LS (1966) Tchebycheff systems: with applications in analysis and statistics. In: Courant R, Bers L, Stoker JJ (eds) Pure and applied mathematics 15. Interscience, New York

    Google Scholar 

  • Kinderlehrer D (1988) Remarks about the equilibrium configuration of crystals. In: Ball JM (ed) Cont Mech Proc Symp Material Instabilities. Heriot-Watt, Oxford, pp 217–242

    Google Scholar 

  • Kinderlehrer D, Pedregal P (1991) Characterization of young measures generated by gradients. Arch Ration Mech Anal 115:329–365

    Article  MATH  MathSciNet  Google Scholar 

  • Kinderlehrer D, Pedregal P (1994) Gradient young measures generated by sequences in Sobolev spaces. J Geom Anal 4:59–90

    MATH  MathSciNet  Google Scholar 

  • Kohn R, Müller S (1992) Branching of twins near an austentite/twinned martensite interface. Philos Mag A 66:697–715

    Google Scholar 

  • Kohn R, Müller S (1994) Surface energy and microstructure in coherent phase transitions. Comm Pure Appl Math 47:405–435

    MATH  MathSciNet  Google Scholar 

  • Krein MG (1977) The markov moment problem and extremal problems: ideas and problems of P.L. Ceby-Sev and A.A. Markov and their further development. Translations of mathematical monographs. American Mathematical Society, Providence

    Google Scholar 

  • Lurie AI (1990) Nonlinear theory of elasticity. North Holland, Amsterdam, The Netherlands

    MATH  Google Scholar 

  • Luskin M (1996) On the computation of crystalline microstructure. Acta Numer 5:191–257

    MATH  MathSciNet  Google Scholar 

  • Mascolo E, Schianchi R (1983) Existence theorems for non-convex problems. J Math Pures Appl 62:349–359

    MATH  MathSciNet  Google Scholar 

  • Matos J (1992) Young measures and the absence of fine microstructures in a class of phase transitions. Eur J Appl Math 3:31–54

    Article  MATH  MathSciNet  Google Scholar 

  • Meziat RJ (2001) El método de los momentos para problemas variacionales no convexos. Ph.D. thesis, Universidad Politécnica de Cataluña, Barcelona

  • Meziat R (2003a) Analysis of non-convex polynomial programs by the method of moments. In: Floudas CA, Pardalos PM (eds) Frontiers in global optimization, nonconvex optimization and its applications, vol. 74. Springer, Berlin Heidelberg New York, pp 353–372

    Google Scholar 

  • Meziat R (2003b) The method of moments in global optimization. J Math Sci 116(3):3303–3324

    Article  MATH  MathSciNet  Google Scholar 

  • Milyutin AA, Osmolovskii NP (1998) Calculus of variations and optimal control. American Mathematical Society, Providence

    MATH  Google Scholar 

  • Mordukhovich BS (1998) Existence theorems in nonconvex optimal control. Research Report 19, Dept. of Mathematics, Wayne State University

  • More JJ, Wright SJ (1993) Optimization software guide, frontiers in applied mathematics, vol 14. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Müller S (1990) Minimizing sequences for non-convex functionals, phase transitions and singular perturbations. Lecture Notes in Physics 359:31–44

    Article  MATH  Google Scholar 

  • Müller S (1997) Microstructures, phase transitions and geometry. Preprint, Max-Planck-Institute, Leipzig

    Google Scholar 

  • Müller S (1998) Variational models for microstructures and phase transitions. Lecture notes #2, Max-Planck-Institut für Mathematik in den Naturwissenschaften

  • Muñoz J, Pedregal P (1998) On the relaxation of an optimal design problem for plates. Asymptot Anal 16:125–140

    MATH  MathSciNet  Google Scholar 

  • Muñoz J, Pedregal P (2000) Explicit solutions of nonconvex variational problems in dimension one. Appl Math Optim 41(1):129–140

    Article  MATH  MathSciNet  Google Scholar 

  • Nesterov Y, Nemirovskii A (1995) Interior-point polynomial methods in convex programming. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Nicolaides RA, Walkington N (1992) Computation of microstructure utilizing young measure representations. Technical report, Transactions of the 10th Army Conference on Applied Mathematics and Computing, West Point, NY

  • Nicolaides RA, Walkington N, Wang H (1995) Numerical methods for a non-convex optimization problem modeling martensitic phase transitions. Center for Nonlinear Analysis, Carnegie Mellon University, Pittsburgh, PA

    Google Scholar 

  • Ornelas A (2003) Existence and regularity for scalar minimizers of affine nonconvex simple integrals. Nonlinear Anal 53(3–4):441–451

    Article  MATH  MathSciNet  Google Scholar 

  • Otto F, Kohn R (1997) Small surface energy, coarse-graining, and selection of microstructure. In: Proceedings of the 16th Annual CNLS Conference, CNLS

  • Pedregal P (1995) Numerical computation of young measures. Numer Funct Anal Optim 16:1049–1066

    MATH  MathSciNet  Google Scholar 

  • Pedregal P (1996) On the numerical analysis of nonconvex variational problems. Numer Math 74:325–336

    Article  MATH  MathSciNet  Google Scholar 

  • Pedregal P (1997) Parametrized measures and variational principles, progress in nonlinear differential equations and their applications, vol. 30. Birkhauser

  • Pedregal P (2000) Variational methods in nonlinear elasticity. Society for Industrial and Applied Mathematics, Philadelphia

    MATH  Google Scholar 

  • Pedregal P (2003) Introduction to optimization. Texts in applied mathematics. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Renegar J (2001) A mathematical view of interior-point methods in convex optimization. MPS/SIAM Series on Optimization 3. Society for Industrial and Applied Mathematics, Philadelphia

    Google Scholar 

  • Rockafellar TR (1970) Convex analysis. Princeton University Press, Princeton, New Jersey

    MATH  Google Scholar 

  • Roubicek T (1995) Effective characterization of generalized young measures generated by gradients. Boll Unione Mat Ital 7(9-B):755–779

    MathSciNet  Google Scholar 

  • Roubicek T (1996) Numerical approximation of relaxed variational problems. J Convex Anal 3:329–347

    MATH  MathSciNet  Google Scholar 

  • Roubicek T (1997) Relaxation in optimization theory and variational calculus. De Gruyter series in nonlinear analysis and applications, vol. 4. Walter de Gruyter

  • Ruoff AL (1973) Materials science. Prentice-Hall, Englewood Cliffs, NJ

    Google Scholar 

  • Shackelford JF (1996) Introduction to materials science for engineers, 4th edn. Prentice-Hall, Englewood Cliffs, NJ

    Google Scholar 

  • Shohat JA, Tamarkin JD (1943) The problem of moments. Mathematical surveys 1. American Mathematical Society, Providence

    Google Scholar 

  • Truskinovsky L, Zanzotto G (1995) Finite-scale microstructures and metastability in one-dimensional elasticity. Meccanica 30:577–589

    Article  MATH  MathSciNet  Google Scholar 

  • Truskinovsky L, Zanzotto G (1996) Ericksen’s bar revisited: energy wiggles. J Mech Phys Solids 44(8):1371–1408

    Article  MathSciNet  Google Scholar 

  • Valencia A (1998) Transformaciones de Fase en Metalurgia. Editorial, Universidad de Antioquia, Medellín, Colombia

    Google Scholar 

  • Young LC (1942) Generalized surfaces in the calculus of variations I and II. Ann Math 43:83–103, 530–544

    Google Scholar 

  • Young LC (1980) Lectures on the calculus of variations and optimal control theory, 2nd edn. Chelsea, New York

    MATH  Google Scholar 

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Meziat, R.J., Villalobos, J. Analysis of microstructures and phase transition phenomena in one-dimensional, non-linear elasticity by convex optimization. Struct Multidisc Optim 32, 507–519 (2006). https://doi.org/10.1007/s00158-006-0029-7

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