Md. Gunzburger et J. Lee, A domain decomposition method for optimization problems for partial differential equations, COMPUT MATH, 40(2-3), 2000, pp. 177-192
A nonoverlapping domain decomposition method for optimization problems for
partial differential equations is presented. The domain decomposition is ef
fected through an auxiliary optimization problem. This results in an multio
bjective optimization problem involving the given Functional and the auxili
ary functional. The existence of an optimal solution to the multiobjective
optimization problem is proved as are convergence estimates as the paramete
rs used to regularize the problem (penalty parameters) and to combine the t
wo objective functionals tend to zero.;in optimality system for the optimal
solution is derived and used to define a gradient method. Convergence resu
lts are obtained for the gradient method and the results of some numerical
experiments are obtained. Then, unregularized problems having vanishing pen
alty parameters are discussed. (C) 2000 Elsevier Science Ltd. All rights re
served.