{"title":"Expert System Design for Elastic Scattering Neutrons Optical Model using BPNN","authors":"Fadhil A. Ali","doi":"10.5121/IJCSA.2014.4101","DOIUrl":null,"url":null,"abstract":"In present paper, a proposed expert system is designed to obtain a trained formulae for the optical model parameters used in elastic scattering neutrons of light nuclei for (Li), at energy range between [(1) to (20)] MeV. A simple algorithm has used to design this expert system, while a multi-layer backwardpropagation neural network (BPNN) is applied for training and testing the data used in this model. This group of formulae may get a simple expert system occurring from governing formulae model, and predicts the critical parameters usually resulted from the complicated computer coding methods. This expert system may use in nuclear reactions yields in both fission and fusion nature who gives more closely results to the real model.","PeriodicalId":39465,"journal":{"name":"International Journal of Computer Science and Applications","volume":"46 1","pages":"1-9"},"PeriodicalIF":0.0000,"publicationDate":"2014-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Computer Science and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5121/IJCSA.2014.4101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Computer Science","Score":null,"Total":0}
引用次数: 0
Abstract
In present paper, a proposed expert system is designed to obtain a trained formulae for the optical model parameters used in elastic scattering neutrons of light nuclei for (Li), at energy range between [(1) to (20)] MeV. A simple algorithm has used to design this expert system, while a multi-layer backwardpropagation neural network (BPNN) is applied for training and testing the data used in this model. This group of formulae may get a simple expert system occurring from governing formulae model, and predicts the critical parameters usually resulted from the complicated computer coding methods. This expert system may use in nuclear reactions yields in both fission and fusion nature who gives more closely results to the real model.
期刊介绍:
IJCSA is an international forum for scientists and engineers involved in computer science and its applications to publish high quality and refereed papers. Papers reporting original research and innovative applications from all parts of the world are welcome. Papers for publication in the IJCSA are selected through rigorous peer review to ensure originality, timeliness, relevance, and readability.