مقایسه مدل‌های ANN، PSO-ANN و GA-ANN در پیش‌بینی قیمت اوج روزانه برق، مطالعه موردی: بازار برق ایران

Network Anomaly Detection using PSO-ANN

In this work, the continue from the last research work done [20], thus it is proposed a data mining based anomaly detection system, aiming to detect volume anomalies, using Simple Network Management Protocol (SNMP) monitoring. The method is novel in terms of combining the use of Digital Signature of Network Segment (DSNS) with the evolutionary technique called Particle Swarm Optimization (PSO)[...

شبیه‌سازی هدایت الکتریکی دشت بهبهان با استفاده از مدل‌های ANN و ANN-PSO

برآورد و پیش­بینی پارامترهای کیفی آب زیرزمینی به‎ منظور تصمیم‎گیری‌های مدیریتی یکی از اهداف مدیران و برنامه­ریزان منابع آب تلقی می‌شود. در این راستا تعداد زیادی مدل در زمینه مدیریت بهتر برای حفظ کیفیت آب گسترش یافته است. بیشتر این مدل‌ها نیازمند پارامترهای ورودی هستند که یا دسترسی به آن‎ها مشکل است و یا این‎که اندازه‌گیری آن‎ها محتاج صرف هزینه و زمان زیاد است. در این میان مدل‌های شبکه عصبی مصنو...

Simulation of groundwater quality parameters using ANN and ANN+PSO models (Case study: Ramhormoz Plain)

One of the main aims of water resource planners and managers is to estimate and predict the parameters of groundwater quality so that they can make managerial decisions. In this regard, there have many models developed, proposing better management in order to maintain water quality. Most of these models require input parameters that are either hardly available or time-consuming and expensive to...

Simulation of groundwater quality parameters using ANN and ANN+PSO models (Case study: Ramhormoz Plain)

One of the main aims of water resource planners and managers is to estimate and predict the parameters of groundwater quality so that they can make managerial decisions. In this regard, there have many models developed, proposing better management in order to maintain water quality. Most of these models require input parameters that are either hardly available or time-consuming and expensive to...

Ann Harrison

Prediction of Stock Exchange Share Price using ANN and PSO

Stock Exchange Share Price is very hard to predict since there are no significant rules to estimate or predict that. Stock price prediction is one of the emerging field of research and many methods like technical analysis, statistical analysis, time series analysis etc are used for this purpose. Artificial Neural Network is a popular technique for the stock price prediction. Here we use Multila...