[From Rick Marken (2017.10.20.2150)]
···
Martin Taylor (2017.10.18.18.47)–
BA: In some cases, however, the perceptual
signal is a function of two or more environmental
variables. In that case there exists no single
controlled quantity in the environment that
corresponds to the perceptual signal. Instead, the
controlled quantity is that combination of
environmental variables that determines the
perceptual signal, as defined by the input
function. For example, a receiver system may be
attempting to maintain a certain signal to noise
ratio. That ratio depends on both the signal
intensity and the noise intensity, both of which are
environmental variables. A third variable
corresponding to the ratio of the two does not exist
in the environment.Â
MT: That seems a very weird thing to say. The signal intensity exists in
the environment, the noise intensity exists in the environment, but
their ratio (an equally abstract quantity) does not. That makes no
sense to me at all.
RM: I agree with Bruce; a ratio of variables does not really exist in the environment. Same as area and perimeter in my “What is Size” demo (www.mindreadings.com/ControlDemo/Size.html). These perceptions are all different functions of lower level perceptions that are ultimately functions of environmental variables. But Bruce’s example made me realize that even variables that are presumed to be environmental variables, like signal and noise intensity, are actually perceptual variables themselves in the sense that they are functions of variables in what is called the “environment” in PCT diagrams.
RM: For example, the intensity of acoustic noise is actually a function of an actual environmental variable, which is pressure variations at the sensory surface (hair cells). The hair cells convert these pressure variations into neural impulses, which represent the intensity of the pressure variations in terms of firing rate. But what is the intensity of a time varying pressure variation? There are different ways to compute intensity. One involves integrating the effects of pressure variations over some time interval; this is a measure of intensity in terms of energy. Another possible way of measuring intensity is by averaging the value of the “peaks” in the pressure variations over some time period. When I was in grad school there was some controversy over how the hair cells produced a neural measure of intensity of sound; whether the hair cells computed a measure of energy or computed the average of the pressure peaks (peak picker). Maybe they’ve figured it out by now.Â
RM: But the point is that, whatever the hair cells are measuring as sound intensity, these cells compute a function (integral of pressure, average of peaks, or something else) of what physics tells us is actually going on in the environment (pressure variations in the air) and the results of this computation is a neural signal that is a perception of intensity. These are the “intensity” perceptions that are presumed to be at the lowest level of the control hierarchy; the level that most closely interfaces with the environment. And so we see that even at this level, the perceptual variable (the neural signal) represents an aspect (function) of a variable (pressure variations) in the environment.Â
RM: What this means is that when, in PCT, we talk about perceptions that are a function of environmental variables, the environmental variables we use as examples are themselves perceptual variables. So in the “What is size” demo, when I say that the perception of area is a function of the height and width of the sides of a rectangle, the implication is that the height and width of the sides are environmental variables. But, in fact, they are perceptual variables (that we can measure using instruments – the computer, in this case) that are themselves functions of perceptual variables (the intensity of the pixels that make up the display) which are themselves a function of physical variables (spatial variation in the amplitude of photons variations emanating from the screen). This fact may make for confusing philosophical discussions but it is not a problem for researchers who are mainly interested in finding the best description of the functions of lower level variables (be they called environmental variables or lower level perceptions) that define the perceptions that are being controlled when organisms are seen carrying out various behaviors.Â
RM: So does this mean that living control systems don’t control environmental variables? If by “environmental variables” we mean the variables that physics tells us are in the environment – like variations in air pressure – then the answer is “yes”, we don’t control these variables. What we control are aspects of these environmental variables – aspects that are defined by our perceptual functions. Then does this mean that we only control the perceptions defined by our perceptual functions and not the aspects of the environment that correspond to these perceptions. The answer to this is an emphatic “no”. This is demonstrated in Powers’ MulltiControl demo. The demo is here:Â
https://www.dropbox.com/s/2u00ac87bix2sjv/MultiControlPrj.exe?dl=0
and the write up is here:
https://www.dropbox.com/s/rwoqfa8v96g62ob/multiple_control.pdf?dl=0.
RM: In this demo, N different control systems are controlling N different linear combinations of the same environmental variables. The individual environmental variables themselves are not controlled (as can be seen in the demo as the wandering purple circles) but the aspects of these variables – the linear combinations of these variables that are the controlled perceptions – are controlled (as can be seen in the demo as the red circles staying close to the white (reference) circles).Â
RM: But while control systems control aspects of environmental variables and not the environmental variables themselves, I think it’s misleading to say (as it does in the Wikipedia write up on PCT) that PCT says that organisms don’t control their environment (or environmental variables), just their perceptions. For those who don’t know what environmental variables are (they are not the things we see and hear as being in the environment) or what perception means in PCT (it’s not an interpretation of the environment we see and hear) it can sound like PCT is solipsistic; that the theory says that organisms behavior in a world of make-believe. And this, of course, is not the case. The environment is an important part of the PCT model and perception is presumed to be a function of that environment.Â
Best
Rick
–
Richard S. MarkenÂ
"Perfection is achieved not when you have nothing more to add, but when you
have nothing left to take away.�
                --Antoine de Saint-Exupery