TY - JOUR PY - 2011// TI - Introducing a modified gradient vector method for optimization of accident prediction non-linear functions JO - Applied mathematical modelling A1 - Afandizadeh, Shahriar A1 - Ameri, Mahmud A1 - Moghaddam, Mohammad Hassan Mirabi SP - 5500 EP - 5506 VL - 35 IS - 12 N2 - In this paper, a new optimization method has been proposed for accident prediction non-linear models. This has been achieved by eliminating the Hessian matrix from the equation of optimal pace length in the gradient vector method. One advantage is that it is independent of the starting point in optimization processes and it provides convergence at the highest top as well. This method has been tested on an accident prediction model and its preference over the gradient vector method has been proven.

Language: en

LA - en SN - 0307-904X UR - http://dx.doi.org/10.1016/j.apm.2011.03.053 ID - ref1 ER -