Genetic Algorithm-based Fuzzy Optimization Neural Network Model for WSNs Performance Evaluation
نویسندگان
چکیده
منابع مشابه
Genetic Algorithm-based Fuzzy Optimization Neural Network Model for WSNs Performance Evaluation
In recent years, wireless sensor network is becoming the hottest research fields, which opens up a wealth of opportunities for many application domains. Comprehensive performance of WSNs is important for planning and management of a construction network. In order to deal with the deficiency of existing evaluation methods for WSNs performance, an intelligent evaluation model based on fuzzy optim...
متن کاملOptimization of e-Learning Model Using Fuzzy Genetic Algorithm
E-learning model is examined of three major dimensions. And each dimension has a range of indicators that is effective in optimization and modeling, in many optimization problems in the modeling, target function or constraints may change over time that as a result optimization of these problems can also be changed. If any of these undetermined events be considered in the optimization process, t...
متن کاملOptimization of e-Learning Model Using Fuzzy Genetic Algorithm
E-learning model is examined of three major dimensions. And each dimension has a range of indicators that is effective in optimization and modeling, in many optimization problems in the modeling, target function or constraints may change over time that as a result optimization of these problems can also be changed. If any of these undetermined events be considered in the optimization process, t...
متن کاملAn improved genetic algorithm based fuzzy-tuned neural network
This paper presents a fuzzy-tuned neural network, which is trained by an improved genetic algorithm (GA). The fuzzy-tuned neural network consists of a neural-fuzzy network and a modified neural network. In the modified neural network, a neuron model with two activation functions is used so that the degree of freedom of the network function can be increased. The neural-fuzzy network governs some...
متن کاملA Hybrid model based on neural network and Data Envelopment Analysis model for Evaluation of unit Performance
Efficiency and evaluation is one of the main and most important demands of organizations, companies and institutions. As these organizations deal with a large amount of data, therefore, it is necessary to evaluate them on the basis of scientific methods to improve their efficiency. Data envelopment analysis is a suitable method for measuring the efficiency and performance of organizations. This...
متن کاملذخیره 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: International Journal of Future Generation Communication and Networking
سال: 2014
ISSN: 2233-7857,2233-7857
DOI: 10.14257/ijfgcn.2014.7.5.20