Abstract
We consider structural topology optimization problems, including unilateral constraints arising from, for example, non-penetration conditions in contact mechanics or non-compression conditions for elastic ropes. To construct more realistic models and to circumvent possible failures or inefficient behaviour of optimal structures, we allow parameters (for example, loads) defining the problem to be stochastic. The resulting non-smooth stochastic optimization problem is an instance of stochastic mathematical programs with equilibrium constraints (MPEC), or stochastic bilevel programs. We propose a solution scheme based first on the approximation of the given topology optimization problem by a sequence of simpler sizing optimization problems, and second on approximating the probability measure in the latter problems. For stress-constrained weight-minimization problems, an alternative to ε-perturbation based on a new penalty function is proposed.
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References
Achtziger, W. 1998: Multiple-load truss topology and sizing optimization: some properties of minimax compliance. J. Optim. Theory Appl. 255–280
Bank, B.; Guddat, J.; Klatte, D.; Kummer, B.; Tammer, K. 1983: Nonlinear parametric optimization. Basel: Birkhäuser Verlag
Bendsøe, M.P. 1995: Optimization of structural topology, shape, and material. Berlin: Springer-Verlag
Birge, J.R.; Wets, R.J.B. 1986: Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse. Math. Program. Stud. 27 54–102
Castaing, C.; Valadier, M. 1977: Convex analysis and measurable multifunctions. Lecture notes in mathematics 580, Berlin: Springer-Verlag
Cheng, G.; Guo, X. 1997: ε-relaxed approach in structural topology optimization. Struct. Optim. 13, 258–266
Christiansen, S.; Patriksson, M.; Wynter, L. 2001: Stochastic bilevel programming in structural optimization. Struct. and Multidisc. Optim. 21, 361–371
Evgrafov, A.; Patriksson, M. 2002: On the existence of solutions to stochastic mathematical programs with equilibrium constraints. JOTA, 2002; revised
Evgrafov, A.; Patriksson, M.; Petersson, J. 2003: Stochastic structural topology optimization: Existence of solutions and sensitivity analyses. ZAMM Z. Angew. Math. Mech., 2003; to appear
Hager, W.W. 1979: Lipschitz continuity for constrained processes. SIAM J. Control Optim. 17, 321–338
Hoffman, A.J. 1952: On approximate solutions of systems of linear inequalities. J. Res. Natl. Bur. Standards 49, 263–265
Lepp, R. 1988: Discrete approximation conditions for a space of essentially bounded functions. Eesti NSV Tead. Akad. Toimetised Füüs.-Mat. 37, 204–208
Lepp, R. 1993: Discrete approximation of a problem of the continuous programming. Zh. Vychisl. Mat. i Mat. Fiz. 33, 643–658
Lepp, R. 1990: Approximations to stochastic programs with complete recourse. SIAM J. Control Optim. 28, 382–394
Lepp, R. 1994: Projection and discretization methods in stochastic programming. J. Comput. Appl. Math. 56, 55–64
Lepp, R. 1996: Discrete approximation of nonlinear control problems. In: System modelling and optimization (Prague), pp. 411–418. London: Chapman & Hall
Liskovets, O.A. 1987: Regularization of problems with monotone operators in the case of discrete approximation of spaces and operators. Zh. Vychisl. Mat. i Mat. Fiz. 27, 3–15
Liskovets, O.A. 1990: Discrete regularization of optimal control problems on ill-posed monotone variational inequalities. Izv. Akad. Nauk SSSR Ser. Mat. 54, 975–989
Luo, X.D.; Tseng, P. 1997: On a global projection-type error bound for the linear complementarity problem. Linear Algebra Appl. 253, 251–278
Luo, Z.Q.; Pang, J.S.; Ralph, D. 1996: Mathematical programs with equilibrium constraints. Cambridge: Cambridge University Press
Olsen, P. 1976: Discretizations of multistage stochastic programming problems. Math. Program. Stud. 6, pp. 111–124
Olsen, P. 1976: Multistage stochastic programming with recourse as mathematical programming in an l p space. SIAM J. Control Optim. 14, 528–537
Outrata, J.; Kočvara, M.; Zowe, J. 1998: Nonsmooth Approach to optimization problems with equilibrium constraints. Dordrecht: Kluwer Academic Publishers
Pankov, A.A. 1979: Discrete approximations of convex sets, and convergence of solutions of variational inequalities. Math. Nachr. 91, 7–22
Patriksson M.; Petersson, J. 2002: Existence and continuity of optimal solutions to some structural topology optimization problems including unilateral constraints and stochastic loads. ZAMM Z. Angew. Math. Mech. 82, 435–459
Patriksson M.; Wynter, L. 1999: Stochastic mathematical programs with equilibrium constraints. Oper. Res. Lett. 25, 159–167
Petersson, J. 2001: On continuity of the design-to-state mappings for trusses with variable topology. Int. J. Eng. Sci. 39, 1119–1141
Stolpe, M.; Svanberg, K. 2001: On trajectories of the epsilon-relaxation approach for stress constrained truss topology optimization. Struct. Multidisc. Optim. 21, 140–151
Stummel, F. 1973: Discrete convergence of mappings. In: Topics in numerical analysis. Proc. Roy. Irish Acad. Conf. (held in University College, Dublin), pp. 285–310. London: Academic Press
Sved, G.; Ginos, Z. 1968: Structural optimization under multiple loading. Int. J. Mech. Sci. 10, 803–805
Vainikko, G.M. 1978: Approximative methods for nonlinear equations (two approaches to the convergence problem). Nonlinear Anal. 2, 647–687
Vainikko, G.M. 1971: The convergence of the method of mechanical quadratures for integral equations with discontinuous kernels. Sibirsk. Mat. Ž. 12, 40–53
Vasin, V.V. 1982: Discrete approximation and stability in extremal problems. Zh. Vychisl. Mat. i Mat. Fiz. 22, 824–839
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Evgrafov, A., Patriksson, M. Stochastic structural topology optimization: discretization and penalty function approach. Struct Multidisc Optim 25, 174–188 (2003). https://doi.org/10.1007/s00158-003-0290-y
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DOI: https://doi.org/10.1007/s00158-003-0290-y