Conjugate gradient method based on complex-variable-differentiation method and its application for identification of boundary conditions in inverse heat conduction problems
CUI Miao, DUAN Weiwei, GAO Xiaowei. Conjugate gradient method based on complex-variable-differentiation method and its application for identification of boundary conditions in inverse heat conduction problems[J]. CIESC Journal, 2015, (S1): 106-110.
CUI Miao, DUAN Weiwei, GAO Xiaowei. Conjugate gradient method based on complex-variable-differentiation method and its application for identification of boundary conditions in inverse heat conduction problems[J]. CIESC Journal, 2015, (S1): 106-110.DOI: 10.11949/j.issn.0438-1157.20150308.
The conventional conjugate gradient method is improved to utilize its advantage of high accuracy and fast convergence
and to avoid the complicated differentiating and derivation processes for solving nonlinear inverse heat conduction problems. In the present work
the complex-variable-differentiation method is introduced into the conventional conjugate gradient method
which is employed to precisely calculate the sensitivity coefficients. Transient nonlinear inverse heat conduction problems are solved
and then the boundary conditions are identified. Numerical examples are given to show the effectiveness and high accuracy. Compared with the conventional conjugate gradient method
the present algorithm has the advantage of easier implementation and higher accuracy.