A new closed formula for the first order perturbation estimate of the mixed least squares-total least squares (MTLS) solution is presented. It is mathematically equivalent to the one by Zheng and Yang(Numer. Linear Algebra Appl. 2019; 26(4):e2239). With this formula, general and structured normwise, mixed and componentwise condition numbers of the MTLS problem are derived. Perturbation bounds based on the normwise condition number, and compact forms for the upper bounds of mixed and componentwise condition numbers are also given in order for economic storage and efficient computation. It is shown that the condition numbers and perturbation bound of the TLS problem are unified in the ones of the MTLS problem.
翻译:对混合的最小平方-全部最小平方(MTLS)溶液第一个顺序扰动估计提出了一个新的封闭式公式,在数学上相当于郑和杨(Numer. Linear Algebra Appl. 2019;26(4):e2239)的公式,根据这个公式,得出了MTLS问题的一般和结构规范、混合和构成条件编号。根据规范条件编号,还给出了混合和构成条件数字上限的紧凑型号,以便经济储存和有效计算。可以证明,TLS问题的条件编号和扰动带在MTLS问题中是统一的。