Pragmatic Semiotic Information • 6

Uncertainty Multiplied

In our minds’ eyes last time we imagined ourselves coming to a fork in the road and seeing four paths diverge from that point.  Suppose a survey of the scene ahead now shows each path reaching a point where another decision has to be made, this time a choice between two alternatives.  Figure 4 gives us the picture so far.

Pragmatic Semiotic Information • Figure 4

The Figure illustrates the fact that the compound uncertainty, 8, is the product of the two component uncertainties, 4 \cdot 2.  To convert that to an additive measure, one simply takes the logarithms to a convenient base, say 2, and thus arrives at the not too astounding fact that the uncertainty of the first choice is 2 bits, the uncertainty of the next choice is 1 bit, and the total uncertainty is 2 + 1 = 3 bits.

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