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用于扩展非线性最小二乘法的新版本MULTI(ELS)。

A new version of MULTI (ELS) for extended nonlinear least squares.

作者信息

Yamaoka K, Tanaka H

出版信息

J Pharmacobiodyn. 1987 Jan;10(1):26-34. doi: 10.1248/bpb1978.10.26.

Abstract

A new version of MULTI (ELS) written in BASIC was presented for population pharmacokinetics for microcomputers. The program is provided with four algorithms of extended nonlinear least squares (steepest descent method, quasi-Newton method with DFP formula, quasi-Newton method with BFGS formula and simplex method). Four transformations of parameters can be selected to impose constraints on the parameters (no constraint on a parameter. Pi = Qi2, Pi = B + (A--B) X sin2(Qi) and Pi = B + (A--B) X exp(Qi)/(1 + exp(Qi)), where Pi denotes a population mean parameter or variance of inter- and intra-individual variations, Qi is a intermediate parameter, A and B are lower and upper limits of Pi. The definition of a population model and the modifications for BASIC compiler in the new version of MULTI (ELS) are the same as in the old version.

摘要

介绍了一个用BASIC语言编写的适用于微型计算机群体药代动力学的新版本MULTI(ELS)。该程序配备了四种扩展非线性最小二乘法算法(最速下降法、带DFP公式的拟牛顿法、带BFGS公式的拟牛顿法和单纯形法)。可以选择四种参数变换来对参数施加约束(对参数无约束、Pi = Qi2、Pi = B + (A - B)×sin2(Qi) 以及Pi = B + (A - B)×exp(Qi)/(1 + exp(Qi)),其中Pi表示群体平均参数或个体间和个体内变异的方差,Qi是中间参数,A和B是Pi的下限和上限)。新版本MULTI(ELS)中群体模型的定义和对BASIC编译器的修改与旧版本相同。

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