TECHNOLOGY OF PROTECTION OF ARTIFICIAL INTELLIGENCE SYSTEMS AND REGULATION SCHEMES
Journal Title: Наукові праці. Серія "Педагогіка" - Year 2017, Vol 303, Issue 291
Abstract
Protection from the excess of variables the permitted boundaries requires, for example, control systems for complex technical objects and technological processes, automated enterprise control systems, automatic and automated control sys-tems for electric drives, artificial intelligence systems with remote wireless data transmission, for example, with sensors in the form of bracelets for monitoring patients, children, the elderly, disabled, etc., all control systems of artificial intelligence and control electrical schemes with the input vector of numerical variables Х=(х1, х2,…, хj,…, хn) with its known resolved upper ХВ=(хВ1, хВ2,…, хВj,…, хВn), means Х0=(х01, х02,…, х0j,…, х0n) and lower ХН=(хН1, хН2,…, хНj,…, хНn) values of the variables, for each coordinate axis xj vary within the limits of two given expert of the ranges xj = xHj ... x0j and xj = x0j ... xBj, for which (xHj ≤ x0j ≤ xBj), j = 1, 2, ..., n. The general shortcoming of existing monitoring and protective systems is that the signal for transition to another state (for example, from normal to emergency state) is supplied by the artificial intelligence sensor only in case the value of the variable exceeds the limits of the allowed by the expert variable ranges for each individual coordinate axis xj. To increase the efficiency of the control system of artificial intelligence and automatic or automated control schemes, it is proposed to apply a general minimized estimate of the state z1 = 0 ... 1 using the status control formula in the form of a hyper-lipsoid as a separate function of the goal of an intelligent system associated with monitoring of the variables in the allowed by the expert ranges.
Authors and Affiliations
V. J. Kutkovetsky, M. Turty
Keywords
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