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JOURNALS // Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya // Archive

Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 2015 Issue 3, Pages 67–82 (Mi vspui257)

Applied mathematics

Application of Ant algorithms to the solving of some artificial intelligence problems

N. D. Petukhovaa, T. M. Kosovskayab

a St. Petersburg State Marine Technical University, 3, Lotsmanskaya street, St. Petersburg, 190008, Russian Federation
b St. Petersburg State University, 7/9, Universitetskaya embankment, St. Petersburg, 199034, Russian Federation

Abstract: The problem of deducibility checking for a special form formula is under consideration. Many Artificial Intelligence problems may be reduced to such a form formulas. To solve this problem it is suggested to use a combination of the inverse Maslov method with Ant algorithms permitting concurrent processing during the derivation construction. Algorithm solving such a problem is constructed. This algorithm run bounds of step number are proved. An example of a model problem solving with the help of the described algorithm is described. Refs 7. Figs 2.

Keywords: Artificial Intelligence, predicate calculus, algorithmic complexity, Maslov’s inverse method, Ant tactics, parallel computation.

UDC: 004.93.51

Received: April 30, 2015



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