Title :
Analysis of maritime air defence scenarios
Author :
Bao Nguyen ; Miah, Suruz
Author_Institution :
Centre for Operational Res. & Anal. Defence R&DCanada Ottawa, Ottawa, ON, Canada
Abstract :
In this paper, we examine scenarios of maritime air defence where the threats can be of different types i.e., characterized by varying different single shot probabilities of hit. We develop a methodology that integrates constrained optimization calculus, dynamic programming and a genetic algorithm to determine the optimal allocation of interceptors that globally maximize the probability of raid annihilation. We call this strategy the Heterogeneous tactic. We show that the improvement in the probability of raid annihilation could exceed thirty percent for one scenario examined, relative to a Shoot-Look-Shoot tactic with fixed size salvos.
Keywords :
calculus; dynamic programming; genetic algorithms; military systems; probability; constrained optimization calculus; dynamic programming; genetic algorithm; global maximization; heterogeneous tactic; maritime air defence scenario; raid annihilation probability; Biological cells; Dynamic programming; Genetic algorithms; Resource management; Sociology; Statistics; Weapons;
Conference_Titel :
Computational Intelligence for Security and Defense Applications (CISDA), 2014 Seventh IEEE Symposium on
Conference_Location :
Hanoi
DOI :
10.1109/CISDA.2014.7035638