Real-Time Heuristics and Metaheuristics for Static and Dynamic Weapon Target Assignments

Abstract

The problem of targeting and engaging individual missiles (targets) with an arsenal of interceptors (weapons) is known as the weapon target assignment (WTA) problem. This problem has been well-researched since the seminal work in 1958. There are two distinct categories of the WTA: static (SWTA) and dynamic (DWTA). The SWTA considers a single instance in which a known number of incoming missiles is to be engaged with a finite number of interceptors. By contrast, the DWTA considers either follow on engagement(s) should the first engagement(s) fail, a subsequent salvo of incoming missiles, or both. This research seeks to define and solve a realistic dynamic model. First, we develop assignment heuristics and metaheuristics which provide rapid near-optimal solutions to the SWTA. Next, we develop a technique capable of solving the heterogeneous DWTA. Lastly, we develop a model which realistically considers erratic flight paths of incoming missiles and solves the model within a simulation. Collectively, this work extends the research of missile defense into practical application more so than currently can be found within the literature.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2018
Accession Number
AD1067720

Entities

People

  • Alexander G Kline

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Defense
  • Air Force
  • Aircrafts
  • Algorithms
  • Applied Mathematics
  • Computational Science
  • Computer Programming
  • Computers
  • Dynamic Programming
  • Experimental Design
  • Flight Paths
  • Game Theory
  • Genetic Algorithms
  • Geometry
  • Information Science
  • Mathematical Models
  • Mathematical Programming
  • Operations Research
  • Optimization
  • Particle Swarm Optimization
  • Probability
  • Probability Distributions
  • Random Variables
  • Scheduling (Production)
  • Surveys
  • Systems Engineering
  • Three Dimensional
  • United States
  • Unmanned Aerial Vehicles

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Missile Defense Systems.
  • Theoretical Analysis.

Technology Areas

  • Space
  • Space - Spacecraft Maneuvers