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2003 | Vol. 10, No. 2 | 163-176
Tytuł artykułu

Topological optimization and inverse problems

Wybrane pełne teksty z tego czasopisma
Warianty tytułu
Konferencja
Optimal design of materials and structures OPTY-2001 (August 27-29, 2001 ; Poznań ; Polska)
Języki publikacji
EN
Abstrakty
EN
The topological derivative of an arbitrary shape functional is introduced in [1] for 2D elasticity. The optimality conditions for general shape optimization problems are established in [2] using the shape variations including boundary and topology variations. The topology variations result in the presence of topological derivatives in the necessary conditions for optimality. In the present paper we derive the necessary optimality conditions for a class of shape optimization problems. The topological variations of shape functionals are used for the numerical solution of inverse problems. The numerical method uses neural networks. The results of computations confirm the convergence of the method.
Wydawca

Rocznik
Strony
163-176
Opis fizyczny
Bibliogr. 30 poz., rys., wykr.
Twórcy
  • Technical University of Łódź, Computer Engineering Department, Łódż, Poland
  • Universite Henri Poincare, Institut Elie Cartan, Laboratoire de Mathematiques, Nancy, France
  • Polish Academy of Sciences, Systems Research Institute [Polska Akademia Nauk, Instytut Badań Systemowych], Warszawa, Poland
Bibliografia
  • [1] G. Allaire, E. Bonnetier, G. Francfort, F. Jouve. Shape optimization by the homogenization method. Numer. Math., 76, 27-68, 1997.
  • [2] M.Ph. Bendsoe. Optimization of Structural Topology, Shape and Material. Springer, Berlin, 1995.
  • [3] A.R. Barron. Universal approximation bounds for superpositions of a sigmoidal function. IEEE Trans. On Information Theory, 39: 930-945, 1993.
  • [4] M. Delfour, J.P. Zolesio. Shapes and geometries: analysis, differential calculus and optimization. To be published in the SIAM series on Advances in Design and Control.
  • [5] A.V. Cherkaev, Y. Grabovsky, A.B. Movchan, S.K. Serkov. The cavity of the optimal shape under the shear stresses. Int. J. Solids and Structures, 25, 4391-4410, 1999.
  • [6] H.A. Eschenauer, V.V. Kobelev, A. Schumacher. Bubble method for topology and shape optimization of structures. Struct. Optimiz., 8: 42-51, 1994.
  • [7] S. Garreau, Ph. Guillaume, M. Masmoudi. The topological asymptotic for PDE systems: the elasticity case. SIAM Journal on Control and Optimization, 39(6): 1756-1778, 2001.
  • [8] D. Gohde. Singulare Storung von Randvertproblemen durch ein kleines Loch im Gebiet. Zeitschrift für Analysis und ihre Anwendungen, 4(5): 467-477, 1985.
  • [9] M. Hagan, M. Menhaj. Training feedforward networks with the Marquardt algorithm. IEEE Trans. on Neural Networks, 5(6): 989-993, 1994.
  • [10] S. Haykin. Neural Networks: a Comprehensive Foundation, 2nd ed. Prentice-Hall, USA, 1999.
  • [11] R. Hecht-Nielsen. Neurocomputing. Addison-Wesley Publishing Co., 1990.
  • [12] K. Hornik, M. Stinchcombe, H. White. Multilayer feedforward networks are universal approximators. Neural Networks, 3: 551-560, 1990.
  • [13] A.M. Il'in. Matching of Asymptotic Expansions of Solutions of Boundary Value Problems. Translations of Mathematical Monographs, 102, AMS, 1992.
  • [14] L. Jackowska-Strumiłło, J. Sokołowski, A. Żochowski. The Topological Derivative Method and Artificial Neural Networks for Numerical Solution of Shape Inverse Problems. RR-3739, INRIA-Lorraine, 1999.
  • [15] T. Lewiński, J . Sokołowski. Optimal Shells Formed on a Sphere. The Topological Derivative Method. RR-3495, INRIA-Lorraine, 1998.
  • [16] T. Lewiński, J. Sokołowski. Topological derivative for nucleation of non-circular voids. In: R. Gulliver, W. Littman, R. Triggiani, eds., Differential Geometric Methods in the Control of Partial Differential Equations, 1999 AMS-IMS-SIAM Joint Summer Research Conference, Univ. of Colorado, Boulder June 27-July 1, 1999. Contemporary Mathematics, American Math. Soc. 268: 341-361, 2000.
  • [17] T. Lewiński, J. Sokołowski. Energy Change due to Appearing of Cavities in Elastic Solids. Les prepublications de l'Institut Elie Cartan 23/ 2001.
  • ([8] T. Lewiński, J. Sokołowski, A. Żochowski. Justification of the bubble method for the compliance minimization problems of plates and spherical shells. CD-ROM, 3rd World Congress of Structural and Multidisciplinary Optimization (WCSM0-3) Buffalo / Niagara Falls, New York, May 17-21, 1999.
  • [19] T. Lewiński, J.J. Telega. Plates, Laminates and Shells. Series on Advances in Applied Sciences, World Scientific, Singapore, 2000.
  • [20] S.A. Nazarov, B.A. Plamenevsky. Elliptic Problems in Domains with Piecewise Smooth Boundaries, De Gruyter Exposition in Mathematics, 13, Walter de Gruyter, 1994.
  • [21] S.A. Nazarov, J. Sokołowski. Asymptotic analysis of shape functionals. Journal de Mathématiques Pures et Apliquées, 82(2): 125-196, 2003.
  • [22] J.R. Roche, J. Sokołowski. Numerical methods for shape identification problems. Special issue of Control and Cybernetics: Shape Optimization and Scientific Computations, 5, 867-894, 1996.
  • [23] A. Shumacher. Topologieoptimierung von Bauteilstrukturen unter Verwendung von Lochpositionierungkriterien, Ph.D. Thesis, Universität-Gesamthochschule-Siegen, Siegen, 1995.
  • [24] J. Sokołowski, J-P. Zolesio. Introduction to Shape Optimization. Shape Sensitivity Analysis. Springer-Verlag, 1992.
  • [25] J. Sokołowski, A. Żochowski. On topological derivative in shape optimization. SIAM Journal on Control and Optimization, 37(4): 1251-1272, 1999.
  • [26] J. Sokołowski, A. Żochowski. Topological derivative for optimal control problems. Control and Cybernetics, 28(3): 611-626, 1999.
  • [27] J. Sokołowski, A. Żochowski. Topological derivatives for elliptic problems. Inverse Problems, 15(1): 123-134, 1999.
  • [28] J. Sokołowski, A. Żochowski. Topological Derivatives of Shape Functionals for Elasticity Systems. Les prepublications de l 'Institut Elie Cartan 1999/ no. 35, Mechanics of Structures and Machines, 29(3): 333-351, 2001.
  • [29] J. Sokołowski, A. Żochowski. On Topological Derivative in Shape Optimisation. INRIA-Lorraine, Rapport de Recherche No. 3170, 1997.
  • [30] J. Sokołowski, A. Żochowski. Optimality conditions for simultaneous topology and shape design. Les prepublications de l'Institut Elie Cartan 8/ 2001; to appear in SIAM Journal on Control and Optimization, 2003.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.baztech-article-BPB1-0009-0070
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