Search engine for discovering works of Art, research articles, and books related to Art and Culture
Javascript must be enabled to continue!
Neural Networks for Tested MG Artillery Fuses
View through CrossRef
Abstract
The article presents the information about the usage of artificial neural networks. The automation process of neural networks of the analysed evaluation data results is highlighted. The kinds of MG type artillery fuses are described and the kinds of cartridges’ calibres, in which they are used, are also specified. The way of preparation of databases of test results to computer simulation is described. Building of neural networks determining the main technical parameters and sizes of learning, test and validation sets is characterized. The summary for chosen active neural networks for individual kinds of the analysed MG type artillery fuses is presented. Graphs of learning, values of sensibility indicators and fragments of prediction sheets for the chosen neural networks were shown.
Title: Neural Networks for Tested MG Artillery Fuses
Description:
Abstract
The article presents the information about the usage of artificial neural networks.
The automation process of neural networks of the analysed evaluation data results is highlighted.
The kinds of MG type artillery fuses are described and the kinds of cartridges’ calibres, in which they are used, are also specified.
The way of preparation of databases of test results to computer simulation is described.
Building of neural networks determining the main technical parameters and sizes of learning, test and validation sets is characterized.
The summary for chosen active neural networks for individual kinds of the analysed MG type artillery fuses is presented.
Graphs of learning, values of sensibility indicators and fragments of prediction sheets for the chosen neural networks were shown.
Related Results
METHODOLOGICAL APPROACH TO SELECTING ARTILLERY GUNS FOR REARMAMENT ARTILLERY UNITS
METHODOLOGICAL APPROACH TO SELECTING ARTILLERY GUNS FOR REARMAMENT ARTILLERY UNITS
The article considers a methodological approach to the selection of artillery guns for the purpose of rearmament of artillery units of the Armed Forces of Ukraine, which, by taking...
Modeling and Visualization of Artillery Fire Formation based on Target Coordinates in The Forward Observer Simulator
Modeling and Visualization of Artillery Fire Formation based on Target Coordinates in The Forward Observer Simulator
The Forward Observer (FO) role is vital in military operations, especially in the Medan Artillery unit. FO was in charge of directing artillery fire against the target. In the exec...
Artillery Supported by Infantry: The Royal Artillery at the Battle of Monmouth Courthouse
Artillery Supported by Infantry: The Royal Artillery at the Battle of Monmouth Courthouse
This paper analyzes three questions concerning the Royal Artillery at the Battle of Monmouth Courthouse: how many artillery pieces were used during the battle, which units were emp...
Fuzzy Chaotic Neural Networks
Fuzzy Chaotic Neural Networks
An understanding of the human brain’s local function has improved in recent years. But the cognition of human brain’s working process as a whole is still obscure. Both fuzzy logic ...
On the role of network dynamics for information processing in artificial and biological neural networks
On the role of network dynamics for information processing in artificial and biological neural networks
Understanding how interactions in complex systems give rise to various collective behaviours has been of interest for researchers across a wide range of fields. However, despite ma...
CLOTHING AND FINANCIAL SUPPORT FOR THE PERSONNEL OF ARTILLERY AND ENGINEERING UNITS IN THE FIRST QUARTER OF THE 18TH CENTURY
CLOTHING AND FINANCIAL SUPPORT FOR THE PERSONNEL OF ARTILLERY AND ENGINEERING UNITS IN THE FIRST QUARTER OF THE 18TH CENTURY
Since the early 18th century, signifi cant changes had been made in the military organisation of Russia, after which it received, in almost all respects, a new device, borrowed, in...
Status and Prospect of Land-based Delivery Platform Technology for Artillery Weapons
Status and Prospect of Land-based Delivery Platform Technology for Artillery Weapons
Abstract
Land-based delivery platform technology for artillery weapons is a comprehensive technology to study the adaptability of artillery weapon and land-based del...