The Weapon Target Assignment Strategy Research on Genetic Algorithm

نویسنده

  • YUAN Haiying
چکیده

The weapon target assignment is an important problem in modern air defense combat with multiobjects and fighters. The weapons units arrange is a dynamic and complex process, for saving weapons resources and attacking target effectively, the weapon target assignment model satisfies expected damage probability, the performance analysis such as target threat degree, the weapon attack priority and the target attack cost must be took into consideration. The optimization strategy and efficient formula for weapon target assignment are presented in surface to air missile defense system here, the mathematical model search for the optimization solution by genetic algorithm and obtain optimal efficiency in target attack. An illustration verifies the superior model and the effective algorithm.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

ACGA Algorithm of Solving Weapon - Target Assignment Problem

Weapon Target Assignment is not only an important issue to use firepower, but also an important operational decision-making problem. As new intelligent algorithms, Genetic algorithm and ant colony algorithm are applied to solve Weapons-Target Assignment Problem. This paper introduces the Weapon-Target Assignment (WTA) and the mathematical model, and proposes ACGA algorithm which is the integrat...

متن کامل

A Genetic Algorithm with Domain Knowledge for Weapon-target Assignment Problems

In this paper, a novel genetic algorithm, including domain specific knowledge into the crossover operator and the local search mechanism for solving weapon-target assignment (WTA) problems is proposed. The WTA problem is a full assignment of weapons to hostile targets with the objective of minimizing the expected damage value to own-force assets. It is an NP-complete problem. In our study, a gr...

متن کامل

Efficiently solving general weapon-target assignment problem by genetic algorithms with greedy eugenics

A general weapon-target assignment (WTA) problem is to find a proper assignment of weapons to targets with the objective of minimizing the expected damage of own-force asset. Genetic algorithms (GAs) are widely used for solving complicated optimization problems, such as WTA problems. In this paper, a novel GA with greedy eugenics is proposed. Eugenics is a process of improving the quality of of...

متن کامل

Efficient Heuristic Approach to the Weapon-Target Assignment Problem

The Weapon Target Assignment (WTA) problem is a fundamental defense application of operations research. The problem consists of optimally assigning a given number of weapons to a set of targets so that the post-engagement total expected survival value of the targets is minimized. Since the WTA problem is known to be NP-complete, there are no exact methods to solve it. This paper presents two in...

متن کامل

The Air Defense Missile Optimum Target Assignment Based on the Improved Genetic Algorithm

The problem of target assignment is crucial in the air defense operations, and the optimum target allocation scheme can greatly enhance the performance of the air defense missile weapon system. Based on the general mathematical model of the target assignment problem and the principle of assignment, this paper analyses cultural genetic algorithm (CGA) combined with the reversal operation, and pr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012