Title :
Modeling and analysis of air campaign resource allocation: a spatio-temporal decomposition approach
Author :
Ghose, Debasish ; Krichman, Mikhail ; Speyer, Jason L. ; Shamma, Jeff S.
Author_Institution :
Dept. of Aerosp. Eng., Indian Inst. of Sci., Bangalore, India
fDate :
5/1/2002 12:00:00 AM
Abstract :
In this paper, we address the modeling and analysis issues associated with a generic theater level campaign where two adversaries pit their military resources against each other over a sequence of multiple engagements. In particular, we consider the scenario of an air raid campaign where one adversary uses suppression of enemy air defense (SEAD) aircraft and bombers (BMBs) against the other adversary´s invading ground troops (GTs) that are defended by their mobile air defense (AD) units. The original problem is decomposed into a temporal and a spatial resource allocation problem. The temporal resource allocation problem is formulated and solved in a game-theoretical framework as a multiple resource interaction problem with linear attrition functions. The spatial resource allocation problem is posed as a risk minimization problem in which the optimal corridor of ingress and optimal movement of the GTs and AD units are decided by the adversaries. These two solutions are integrated using an aggregation/deaggregation approach to evaluate resource strengths and distribute losses. Several simulation experiments were carried out to demonstrate the main ideas.
Keywords :
aerospace computing; decision theory; game theory; military computing; resource allocation; air campaign resource allocation; air raid campaign; game-theoretical framework; generic theater level campaign; invading ground troops; military resources; mobile air defense; simulation experiments; spatial resource allocation problem; spatio-temporal decomposition approach; suppression of enemy air defense; temporal resource allocation; Aerospace engineering; Communication systems; Game theory; Large-scale systems; Military aircraft; Military computing; Resource management; Risk management; Vehicles; Weapons;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2002.803097