Systems Analysis Design

Adversarial Reasoning: Computational Approaches to Reading by Alexander Kott, William M. McEneaney

By Alexander Kott, William M. McEneaney

That includes techniques that draw from disciplines reminiscent of synthetic intelligence and cognitive modeling, opposed Reasoning: Computational methods to interpreting the Opponent's brain describes applied sciences and purposes that handle a huge variety of sensible difficulties, together with army making plans and command, army and international intelligence, antiterrorism and household protection, in addition to simulation and coaching platforms. The authors current an summary of every challenge after which talk about ways and functions, combining theoretical rigor with accessibility. This accomplished quantity covers reason and plan popularity, deception discovery, and technique formula.

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1999 Conf. Am. Assoc. Artif. Intell. (AAAI-99), 1999, 439–446. 17. A. , Plan recognition for intelligent interfaces, in Proc. of 6th IEEE Conf. on Artif. Intell. , Santa Barbara, CA, 1990, 297–303. 18. , The epic little battle of Khafji, Air Force Mag. asp 19. , Reasoning About Uncertainty, Cambridge, MA: MIT Press, 2005. 20. Headquarters, Department of the Army, Field Manual, No. 101-5. pdf 21. F. and Gossink, D. , Recursive noisy OR—a rule for estimating complex probabilistic interactions, IEEE Trans.

As the examination proceeds, the doctor asks questions and performs tests in an attempt to rule out alternative explanations for the pain. When only one possibility remains, it is assumed to be the cause. Similarly, in the military wargaming domain, the system assumes a set of opponent’s intentions as the potential explanations of the observed opponent’s actions. From these intentions, it derives a set of possible behaviors that might be observed if the unit were engaged in each of these actions.

At the beginning of the simulation, the AII model was set with the observation that an Iraqi offensive in the south was unlikely and Coalition attention and sensors were focused on the western reaches of Iraq in support of SCUD (a type of tactical ballistic missile) suppression, strikes on Iraqi Republican Guard divisions, and battle damage assessment [24]. As time passed and the simulation progressed with each new observation and intelligence report about Iraqi forces moving south, massing, trying to jam Coalition communications, and so on, the AII correctly reflected the intentions of the Iraqi forces by indicating that the probability of Iraqi forces crossing the border for a ground engagement was increasing.

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