کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4403783 1307133 2011 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Reasearch on Shared Intelligent Test Paper Generating Algorithm Based on Multi Branches Tree
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم محیط زیست بوم شناسی
پیش نمایش صفحه اول مقاله
Reasearch on Shared Intelligent Test Paper Generating Algorithm Based on Multi Branches Tree
چکیده انگلیسی

The study first summarizes the characteristics of various intelligent algorithms such as improved genetic algorithm, differential evolution algorithm and ant colony algorithm adopted in test paper generation, and then proposes the parallel evolution of swarm based on ideas of shared intelligent algorithm and dynamic multi branches tree algorithm, so as to improve searching speed and achieve the effect of short-time optimization. During forming optimal individuals, classified training and repeated recognition by virtue of dynamic multi branches tree can not only avoid premature appearance but also get strong convergence. In addition, when the constraints change, the existing knowledge can be inherited. Facts have shown that this algorithm has certain theoretical significance and reference value to the development of intelligent test paper generation algorithm.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Environmental Sciences - Volume 10, Part A, 2011, Pages 517-522