Distributed Solving of Weapon Target Assignment Problem using Learning Automata

Journal Title: Electronic and Cyber Defense - Year 2023, Vol 11, Issue 1

Abstract

This article presents a method to solve the weapon target assignment problem, which is one of the problems of distributed constraint optimization. The previous methods do not guarantee the convergence problem properly and when faced with scale increase, they do not work correctly and effectively. Also, some of these methods solve the weapon target assignment problem in a centralized manner. While the method presented in this article solves the problem in a decentralized and distributed manner with better "accuracy" and "speed".The present article solves the weapon target assignment problem by using learning automata, which is a relatively simple method and requires little information, and the results of implementations show that when the scale of the problem becomes larger, the proposed method it solves the problem with a better speed than other methods, so that the objective function is minimized. Also, this method can well address the shortcomings of previous methods without the need for other exploratory methods in real-time multi-agent environments.

Authors and Affiliations

Maryam Shokoohi,

Keywords

Related Articles

Detection of Interfering Signals and Estimation of Their Carrier Frequency in CNC Satellite Communications using Cyclic Spectrum Density

Satellite communication is considered a significant part of the enemy's communication information in electronic warfare due to its unique features and widespread use in communication systems. Therefore, from the electron...

Speeding up the execution-time of Crystals-Kyber PQC Algorithm on FPGA

Quantum computers have much more computing power than classical computers and this has created a challenge in the field of public-key cryptography algorithms, which is predicted quantum computers will reach the computati...

Recognition Chaff from target by determining the optimal waveform in the radar detector using artificial neural network

Deflecting missile’s radar guidance or missile’s seeker by chaff is a common and effective defensive method which is used in military vessels. To counter this defensive measure, methods for recognition targets from chaff...

Investigating The Effect of Social Engineering Techniques on Employees Vulnerability(Case study: Tehran Municipality Employees)

Social engineering is the art of deceiving people in a way that no use of force and threat, something to do or provide that information to social engineer . Social engineering can follow self-interest or organizational o...

A method for quantitative evaluation of security risk in cyber-physical systems

Cyber-physical systems were introduced with the introduction of the cyber sector into physical systems and the emergence of Industry 4.0. Although the main purpose of this combination has been to increase the efficiency,...

Download PDF file
  • EP ID EP730538
  • DOI -
  • Views 60
  • Downloads 0

How To Cite

Maryam Shokoohi, (2023). Distributed Solving of Weapon Target Assignment Problem using Learning Automata. Electronic and Cyber Defense, 11(1), -. https://europub.co.uk./articles/-A-730538