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influence of the environment and the averaged components of the vectors of coefficients
were considered as the characteristic of change in coefficients. The AL averaged across all
modules reflected activity in the whole system.
Iteration AL IV 1 CV 1 IV 2 CV 2 IV 3 CV 3
1 0,3 15,03 -3,5 55,04 -3,78 94,87 -3,59
2 0,44 23,96 1,43 80,62 11,16 137,56 21,05
3 0,52 31,49 4,64 104,35 20,66 177,83 36,8
4 0,63 35,97 8,55 119,68 32,02 204,08 55,69
5 0,68 36,76 10,23 124,31 37,03 212,5 64,1
6 0,73 36,18 11,76 124,02 41,71 212,28 71,98
7 0,78 34,34 12,75 120,1 44,83 205,74 77,26
8 0,81 32,18 13,44 114,51 47,06 196,08 81,01
9 0,84 30,03 13,89 108,31 48,58 186,22 83,57
10 0,86 27,87 14,19 102,51 49,68 176,43 85,41
11 0,89 25,8 14,36 96,86 50,36 167,03 86,55
12 0,9 24,24 14,36 91,99 50,58 158,47 86,93
13 0,92 23,05 14,31 87,67 50,6 151,7 86,97
14 0,94 22,23 14,27 84,33 50,55 146,17 86,91
15 0,94 21,12 14,25 81,75 50,55 141,95 86,91
16 0,95 20,48 14,25 79,46 50,57 138,81 86,94
17 0,95 19,87 14,25 78,13 50,59 135,9 86,97
18 0,95 19,75 14,26 76,47 50,61 133,62 87,01
IV 1 , IV 2 , IV 3 are the first, second, and third averaged components of input vectors; CV 1 , CV 2 , CV 3 are the
same components of the vectors of coefficients.
Table 2. Simulation of the convergence between input vectors and vectors of coefficients.
It is easy to see that input vectors and the vectors of coefficients indeed converged, though
this process was incomplete probably because, as the mean AL approached to 1, changes in
the system became practically impossible.
A goal-directed process was constructed as follows. First, one region of modules (or several
regions consecutively) was considered as perceptive spot and the state of modules within
this region was changed under a certain state of the environment. The position of the spot
could not be changed during this stage. This corresponds to the formation of stable
processors. And the modules beyond the spot were considered as flexible elements. At the
second stage, perceptive spot covered all modules of the system, which obtained
information from a neutral state of the environment. This stage, which corresponds to the
interaction between stable processors and flexible elements and the formation of a goal-
directed activity, is suggested to be rapid without interacting with the situation. Therefore,
at the second stage there was no feedback loop between the system and the environment. A
certain distribution of goals and means encoded by coefficient vectors and activation levels
resulted from this stage. At the last stage, a new, local perceptive spot was established and
the goal-directed process pursued its goal through interactions with the environment. The
position of spot was able to change within the third stage.
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