Visual Working Efficiency Analysis Method of Cockpit Based On ANN
Journal Title: International Journal of Advanced Research in Artificial Intelligence(IJARAI) - Year 2012, Vol 1, Issue 6
Abstract
The Artificial Neural Networks method is applied on visual working efficiency of cockpit. A Self-Organizing Map (SOM) network is demonstrated selecting material with near properties. Then a Back-Propagation (BP) network automatically learns the relationship between input and output. After a set of training, the BP network is able to estimate material characteristics using knowledge and criteria learned before. Results indicate that trained network can give effective prediction for material.
Authors and Affiliations
Yingchun CHEN, Dongdong WEI, Gang SUN
Keywords
Related Articles
- EP ID EP98092
- DOI -
- Views 155
- Downloads 0
Analysis of Security Protocols using Finite-State Machines
This paper demonstrates a comprehensive analysis method using formal methods such as finite-state machine. First, we describe the modified version of our new protocol and briefly explain the encrypt-then-authentica...
Optimal Network Reconfiguration with Distributed Generation Using NSGA II Algorithm
This paper presents a method to solve electrical network reconfiguration problem in the presence of distributed generation (DG) with an objective of minimizing real power loss and energy not supplied function in di...
Prediction of New Student Numbers using Least Square Method
STMIK BANJARBARU has acquired less number of new students for the last three years compared to the previous years. The numbers of new student acquisition are not always the same every year. The unstable number of n...
Path Based Mapping Technique for Robots
The purpose of this paper is to explore a new way of autonomous mapping. Current systems using perception techniques like LAZER or SONAR use probabilistic methods and have a drawback of allowing considerable uncert...
Estimation of soil moisture in paddy field using Artificial Neural Networks
In paddy field, monitoring soil moisture is required for irrigation scheduling and water resource allocation, management and planning. The current study proposes an Artificial Neural Networks (ANN) model to estima...