Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization

A new version of an interactive NIMBUS method for nondifferentiable multiobjective optimization is described. It is based on the reference point idea and the classification of the objective functions. The original problem is transformed into a single objective form according to the classification information. NIMBUS has been designed especially to be able to handle complicated real-life problems in a user-friendly way.The NIMBUS method is used for solving an optimal control problem related to the continuous casting of steel. The main goal is to minimize the defects in the final product. Conflicting objective functions are constructed according to certain metallurgical criteria and some technological constraints. Due to the phase changes during the cooling process there exist discontinuities in the derivative of the temperature distribution. Thus, the problem is nondifferentiable.Like many real-life problems, the casting model is large and complicated and numerically demanding. NIMBUS provides an efficient way of handling the difficulties and, at the same time, aids the user in finding a satisficing solution. In the end, some numerical experiments are reported and compared with earlier results.

[1]  Tomáš Roubíček,et al.  Optimization of a Stefan problem by nonsmooth methods , 1991 .

[2]  Krzysztof C. Kiwiel,et al.  Restricted Step and Levenberg-Marquardt Techniques in Proximal Bundle Methods for Nonconvex Nondifferentiable Optimization , 1996, SIAM J. Optim..

[3]  K. Kiwiel A Method for Solving Certain Quadratic Programming Problems Arising in Nonsmooth Optimization , 1986 .

[4]  Marko M. Mäkelä,et al.  NONSMOOTH PENALTY TECHNIQUES IN CONTROL OF THE CONTINUOUS CASTING PROCESS , 1991 .

[5]  Claudio Verdi,et al.  A stable approximation of a constrained optimal control for continuous casting , 1992 .

[6]  P. Neittaanmäki,et al.  Nonsmooth Optimization: Analysis and Algorithms with Applications to Optimal Control , 1992 .

[7]  K. Miettinen,et al.  Interactive bundle-based method for nondifferentiable multiobjeective optimization: nimbus § , 1995 .

[8]  Kaisa Miettinen,et al.  Interactive Method NIMBUS for Nondifferentiable Multiobjective Optimization Problems , 1997 .

[9]  V. Barbu Optimal control of variational inequalities , 1984 .

[10]  R. S. Laundy,et al.  Multiple Criteria Optimisation: Theory, Computation and Application , 1989 .

[11]  Kaisa Miettinen,et al.  An interactive method for nonsmooth multiobjective optimization with an application to optimal control , 1993 .

[12]  Pekka Neittaanmäki,et al.  On numerical simulation of the continuous casting process , 1988 .

[13]  C. Hwang Multiple Objective Decision Making - Methods and Applications: A State-of-the-Art Survey , 1979 .

[14]  J. Haslinger,et al.  Finite Element Approximation for Optimal Shape Design: Theory and Applications , 1989 .

[15]  Kok Lay Teo,et al.  On constrained optimization problems with nonsmooth cost functionals , 1988 .

[16]  Tomáš Roubíček Optimal control of a Stefan problem with state-space constraints , 1986 .

[17]  F. Clarke Optimization And Nonsmooth Analysis , 1983 .

[18]  Jochem Zowe,et al.  A Version of the Bundle Idea for Minimizing a Nonsmooth Function: Conceptual Idea, Convergence Analysis, Numerical Results , 1992, SIAM J. Optim..

[19]  Krzysztof C. Kiwiel,et al.  A tilted cutting plane proximal bundle method for convex nondifferentiable optimization , 1991, Oper. Res. Lett..

[20]  Jaroslav Haslinger,et al.  Optimal control of variational inequalities. Approximation theory and numerical realization , 1986 .

[21]  K. Miettinen,et al.  Interactive multiobjective optimization system NIMBUS applied to nonsmooth structural design problems , 1996 .

[22]  J. Hiriart-Urruty,et al.  Convex analysis and minimization algorithms , 1993 .