Investigation of the performance of Superheated Drop Detectors for unfolding fast neutron spectra produced by cosmic rays using an Adaptive Network-based Fuzzy Inference System (ANFIS)
نویسندگان
چکیده
در این مقاله بیناب نوترون‌های سریع ارتفاع‌های 3 و 5 کیلومتری سطح زمین با استفاده از پاسخ آشکارسازهای قطره‌ی فوق گرم بهره‌گیری شبکه‌ی هوشمند عصبی فازی (انفیس) بازیابی شد. انفیس، یک سیستم استنتاج نوع تاکاگی- سوگنو است که قالب تطبیقی پیاده‌سازی شده است. ابزار مشابه تفکر انسان مواجه مسایل غیرقطعی همراه خطا عمل می‌کند. ماتریس پنج آشکارساز فوق‌گرم فشارهای خارجی مختلف توسط برنامه‌ی کاربردی نوشته شبیه‌سازی 4Geant محاسبه گردید آن برای محاسبه‌ی ورودی های انفیس مجموعه بیناب‌های گزارش‌های فنی آژانس بین‌المللی انرژی اتمی نیز به عنوان خروجی کار گرفته مرجع خطاهای 005/0 011/0 شدند. توافق نسبی بین بیناب‌های نشان می‌دهد آشکارسازها کمک می‌تواند روش جدید نوترون ناشی برهم‌کنش تشعشعات فضایی جو رود.
منابع مشابه
ANFIS: adaptive-network-based fuzzy inference system
This paper presents the architecture and learning procedure underlying ANFIS (Adaptive-Network-based Fuzzy Inference System), a fuzzy inference system implemented in the framework of adaptive networks. By using a hybrid learning procedure, the proposed ANFIS can construct an input-output mapping based on both human knowledge (in the form of fuzzy if-then rules) and stipulated input-output data ...
متن کاملImplementation of Adaptive Neuro-Fuzzy Inference System (Anfis) for Performance Prediction of Fuel Cell Parameters
Fuel cells are potential candidates for storing energy in many applications; however, their implementation is limited due to poor efficiency and high initial and operating costs. The purpose of this research is to find the most influential fuel cell parameters by applying the adaptive neuro-fuzzy inference system (ANFIS). The ANFIS method is implemented to select highly influential parame...
متن کاملS - ANFIS : Sentiment aware adaptive network - based fuzzy inference system for Predicting Sales Performance using Blogs
An organization has to make the right decisions in time depending on demand information to enhance the commercial competitive advantage in a constantly fluctuating business environment. Therefore, predicting the future quantity for the next period most likely appears to be crucial. This work presents a comparative forecasting methodology regarding to uncertain customer likings in a movie domain...
متن کاملthe use of appropriate madm model for ranking the vendors of mci equipments using fuzzy approach
abstract nowadays, the science of decision making has been paid to more attention due to the complexity of the problems of suppliers selection. as known, one of the efficient tools in economic and human resources development is the extension of communication networks in developing countries. so, the proper selection of suppliers of tc equipments is of concern very much. in this study, a ...
15 صفحه اولan investigation into translation of cultural concepts by beginner and advance student using think – aloud protocols
this research aims at answering the questions about translation problems and strategies applied by translators when translating cultural concepts. in order to address this issue, qualitative and quantitative study were conducted on two groups of subjects at imam reza international university of mashhad. these two groups were assigned as beginner and advanced translation students (10 students). ...
ذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ???? ???? ? ???? ??????
سال: 2023
ISSN: ['1735-1871', '2676-5861']
DOI: https://doi.org/10.24200/nst.2021.974.1660