7 resultados para higher order field theory
em Bulgarian Digital Mathematics Library at IMI-BAS
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Mathematics Subject Class.: 33C10,33D60,26D15,33D05,33D15,33D90
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2000 Mathematics Subject Classification: 11S31 12E15 12F10 12J20.
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AMS subject classification: Primary 34A60, Secondary 49K24.
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2010 Mathematics Subject Classification: Primary 35J70; Secondary 35J15, 35D05.
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In this paper, a modification for the high-order neural network (HONN) is presented. Third order networks are considered for achieving translation, rotation and scale invariant pattern recognition. They require however much storage and computation power for the task. The proposed modified HONN takes into account a priori knowledge of the binary patterns that have to be learned, achieving significant gain in computation time and memory requirements. This modification enables the efficient computation of HONNs for image fields of greater that 100 × 100 pixels without any loss of pattern information.
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The importance of “control variations” for obtaining local approximations of the reachable set of nonlinear control systems is well known. Heuristically, if one can construct control variations in all possible directions, then the considered control system is small-time locally controllable (STLC). Two concepts of control variations of higher order are introduced for the case of smooth control systems. The relation between these variations and the small-time local controllability is studied and a new sufficient STLC condition is proved.
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2000 Mathematics Subject Classification: 81Q60, 35Q40.