0% Complete
فارسی
Home
/
پانزدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
An efficient hybrid approach for performance-based alternative design evaluation in systems engineering
Authors :
Abbas Chaman Para
1
Maryam Nooraei Abadeh
2
Sondos Bahadori
3
1- دانشگاه آزاد اسلامی واحد آبادان
2- دانشگاه آزاد اسلامی واحد آبادان
3- دانشگاه آزاد اسلامی واحد ایلام
Keywords :
alternative design،neural network،DEMATEL method،machine learning
Abstract :
In this research, an innovative method to evaluate the efficiency of different designs in system engineering has been presented. This method is based on the combination of two strong techniques, namely DEMATEL and artificial neural networks. By employing the DEMATEL method, relationships between different design features are established. Subsequently, the DEMATEL matrix is converted and fed into an artificial neural network for training. To train the network, high-quality training data has been used and the performance of the model has been evaluated using various evaluation criteria such as mean squared error and coefficient of determination. The obtained results show that the proposed model has a very good performance in the evaluation of alternative designs and is significantly superior to the traditional methods. Also, by performing sensitivity analysis, the effect of each feature on the performance of the model has been investigated. Finally, in this research, suggestions for further improvement and development of this method have been presented. This research can be used as a powerful tool for decision making in the process of designing and selecting engineering plans.
Papers List
List of archived papers
IoT-Based Model in Smart Urban Traffic Control: Graph theory and Genetic Algorithm
Saeed Doostali - Seyed Morteza Babamir - Mohammad Shiralizadeh Dezfoli - Behzad Soleimani Neysiani
A Biased Random Key Genetic Algorithm for the Dial-a-Ride Problem
ُSomayeh Sohrabi - Koorush Ziarati - Morteza Keshtkaran
ISPREC: Integrated Scientific Paper Recommendation using heterogeneous information network
Elaheh Jafari - Dr Bita Shams - Dr Saman Haratizadeh
LuckyAgent2022: A Stop-Learning Multi-Armed Bandit Automated Negotiating Agent
Arash Ebrahimnezhad - Faria Nassiri-Mofakham
بررسی روش m-ary در تولید زنجیرههای افزونه کوتاه
هادی صادقی کاجی - دکتر زهرا کریمی - دکتر محمد غلامی
Fast Online Character Recognition Using a Novel Local-Global Feature Extraction Method
Ayoub Parvizi - Dr Mohammad Kazemifard - Ziba Imani
Energy–Aware Clustering Routing Protocol to Improve the Multi-hop WSN Lifetime
Alireza Gholamrezaee - Hoda Gholamrezaee - Mahtab Hadiyan
Mode Selection and Resource Allocation in D2D-Enabled MC-NOMA using Matching Theory
Alireza Gholamrezaee - Hamid Farrokhi - Javad Zeraatkar Moghaddam
A New Routing Protocol in Internet of Vehicles Inspired of Spread Model of the Covid-19 Virus
Taha Yasin Rezapour - Esmaeil Zeinali - Reza Ebrahimi Atani - Mohammad Mehdi Gilanian Sadeghi
Data Analysis to Reduce Electrical Power Plants
Amirali Sahraei - Jamshid Shanbehzadeh
more
Samin Hamayesh - Version 41.3.1