کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
484481 703275 2015 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Exploiting Computational Intelligence Paradigms in e-Technologies and Activities
ترجمه فارسی عنوان
بهره برداری از پارادایم های هوش محاسباتی در فناوری های الکترونیکی و فعالیت ها؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Computational intelligence (CI) has emerged as a powerful paradigm in e-Science, providing the researchers an immense volume of intelligent computing techniques and algorithms. CI provides knowledge engineers to develop a robust techniques and intelligent tools for e-government applications and tasks. This paper presents a comparative analysis of some techniques used in e-activities and e-government systems. The study includes the following paradigms; artificial neural networks, fuzzy logic, genetic algorithms, case-based reasoning, support vector machines, and swarm intelligence. Additionally, this study found that such paradigms offer many business benefits and advantages; e.g. (a) the ability to acquire, represent, manage and structure the knowledge in the domain under study, (b) the ability to optimize resources, (c) the ability to perform efficient performance, and (d) the ability to conduct planning, budgeting, and forecasting.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 65, 2015, Pages 396-405