Re: [FRIAM] basin filling

2014-04-17 Thread glen

On 04/16/2014 10:48 AM, Marcus G. Daniels wrote:

What is the question here?  What are the historical
conditions that lead to one or the other forming?   How to destabilize
such a social system?   An answer to the latter is to vote for
progressive candidates, seems to me, and let (Glen's) `database' grow
from those experiences.  Try stuff, and collectively learn from those
experiences..


Well, for me -- and I think what Steve was arguing for that lead to 
Roger's criticism, I'd like to be able to ask the question of whether 
any of them [pat|mat|ky|*]riarchy arise naturally at all... or even 
regardless of equivocation around natural, whether some of them arise 
more frequently than others.  But especially, I'd like to ask questions 
surrounding their strength.


Haphazardly trying stuff is great and I fully support it.  ;-)  But it 
would be better to know how _hard_ you have to try in order to escape, 
say, patriarchy.  I'd also like to know their positions relative to one 
another (mostly distance between them).  If we push too hard against 
patriarchy are we more likely to land in a kyriarchy than a matriarchy? 
 Can we maintain the system between attractors?  Or are they too 
densely packed so that the slightest perturbation sends us hurtling into 
the nearest neighbor?  Perhaps we could engineer it to flit between 2 or 
more of them with delicately timed tweaks?


But it's also possible that these systems aren't attractors at all... 
perhaps the state space is relatively isotropic and being stuck in any 
one region really is a matter of a few gamers (lineages of gamers) 
keeping it there?


To my mind, we won't make any progress on this sort of thing until we 
make a serious effort to define the space, which means building a schema 
that credibly captures enough of the salient variables.  The spaces 
spanned by tiny bases like just money (or a similarly small set like 
money and family) are just too _ideal_.  They aren't rich enough 
analogs to give us any insight into the real space to which they refer.


--
⇒⇐ glen


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Re: [FRIAM] basin filling

2014-04-16 Thread Marcus G. Daniels
On Tue, 2014-04-15 at 21:37 -0600, Steve Smith wrote:

 The public is trained to look for simple, linear relationships between
 things and zeroth order effects, I'm just calling for the development
 of a broader and deeper description of these very relevant problems.
 Is it possible that we might operate with more hope, more earnestness,
 maybe even less cynicism if we had models that suggested nonlinear
 response curves and tipping points (as Malcom Gladwell
 popularized)?  

You expect people to think and you also intend to model them with
particles?  

Anyway, depends if you want to illustrate results in social science or
do social science.  

Marcus




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Re: [FRIAM] basin filling

2014-04-16 Thread glen

On 04/15/2014 08:37 PM, Steve Smith wrote:

What I'm seeking are notional models with more acknowledgement of the
complexities and maybe a qualitative hint  toward any first or second
order unintended consequences they might hint at.

Familiar, brutally simple models are on the order of:

 1. White Males get all the goodies, everyone else gets bupkis.
 2. The rich get richer.


There's no reason why we wouldn't pursue both qualitative and 
quantitative models.  I find myself arguing for the idea that all quant 
models are preceded by qual models anyway.  It's a straightforward 
extension of the philosophical problem of degree vs. kind (for those of 
us who think philosophy is useless).


I think the notion of an attractor survives the dimensionality problem. 
 It seems clear that patriarchy is a stable attractor.  I don't know 
why, of course.  But we can speculate then try to hone the speculation 
into hypotheses that can be tested qual, first, and quant for those that 
survive long enough.  Qualitatively, we can test your (1) by translation 
across geography.  Do white males get all the goodies in, say, Peru? 
How about the Central African Republic?  Etc.


On 04/15/2014 03:52 PM, Marcus G. Daniels wrote:

A master equation for an economic system will be high dimensional.


I think the concept of a master equation is inscription error.  If you 
look hard enough for such an equation, you will find one.  But it may be 
illusory, which means whatever you find will break for inexplicable 
reasons, until you find the new one or go with an equation-free approach.



For
example, every person has assets to track over time.  There are
many-to-many economic transactions that explode the state space.
Forget about geometry you can visualize.  And a lot of the variables are
not going to be independent.  Time spent at work and time spent with
family will be t and (1-t).  Income will be correlated with t (paid by
the hour).


It's not clear to me that time spent with family is antithetic to time 
spent at work.  There's a long tradition of combining the two... just 
look at the Koch brothers... or the Bush dynasty. ;-)  The curse of high 
dimensionality is even worse than you've mentioned so far in that we 
have no idea which variables are identical, equivalent, dependent, and 
independent.  Indeed, anything we _name_ a variable is suspect.  But 
none of this should stop anyone with the energy and interest.  All we 
need do is hone speculation down to a falsifiable model, falsify it, log 
it in the database, and iterate.


The trick is that the _database_ sucks.  We don't keep track of how 
well/poorly our models are doing.


E.g. this was in the news recently:

Everything Is Permitted? People Intuitively Judge Immorality as 
Representative of Atheists

http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0092302

And this was cited as evidence the author (Gervais) is biased:

Mentalizing Deficits Constrain Belief in a Personal God
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0036880

These aren't just qualitative models but it's super easy to 
criticize the choices they made in quantification.  Why?  Because the 
database sucks.



To get at gender culture things various stateful things like affinity to
peers and family need to be quantifiable somehow. Are love and hate a
linear scale or logarithmic?  Maybe it is more like a step function?


You don't need occult qualities like love and hate.  There are plenty of 
almost-quantified qualities to consider first.  Things like the Happy 
Planet Index or the Narcissistic Personality Index are in that fuzzy 
border and could be used to accrue falsified models.  (Things like the 
Gini index may help with Steve's model (2).)



The experiments that would be
illuminating can't be done for practical or ethical reasons.


It's true that the experiments that would be _ultimately_ illuminating 
can't be done.  But there are those that could be _somewhat_ 
illuminating... and I argue that there are lots of psych, social, 
ecological, neuro, and biological experiments that are currently being 
done that help, even with the gender inequality problem.


But again, why can't we _relate_ these results into some more complex, 
systemic models?  ... because the database sucks.


--
⇒⇐ glen


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Re: [FRIAM] basin filling

2014-04-16 Thread Marcus G. Daniels

 I think the notion of an attractor survives the dimensionality problem. 
   It seems clear that patriarchy is a stable attractor.  I don't know 
 why, of course.  

Because it is by definition?  If people are persuaded or forced to
participate in matriarchy, patriarchy, or kyriarchy then it continues
(obviously).  What is the question here?  What are the historical
conditions that lead to one or the other forming?   How to destabilize
such a social system?   An answer to the latter is to vote for
progressive candidates, seems to me, and let (Glen's) `database' grow
from those experiences.  Try stuff, and collectively learn from those
experiences..

Marcus
 



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Re: [FRIAM] basin filling

2014-04-15 Thread Steve Smith

Nick -

...
 It offers a picture of a three dimensional structure as a model for 
goings-on in an N dimensional space.  Not at all clear to me that the 
intuitions drawn from a three dimensional model have any use at all in 
n-dimensional space.


Reread Edwin Abbot Abbot's Flatland: a Romance in Many Dimensions ?
There are qualitatively new properties that appear in higher dimensional 
space which in fact are hard to think about in lower dimensional 
spaces.   Very specifically, 0-D space has no room for distinct 
objects... go to 1-D and you can now have objects which are located 
uniquely along the number line...   go to 2-D space and said objects 
can now have relations with eachother (connections as in a graph or 
network) other than those adjacent along the number line in 3-D 
you find that you can make those same *connections* arbitrarily without 
having edge crossings (e.g. a road network requires over/underpasses 
to avoid crossings while in principle the flight paths of aircars do not).


In the case of an N-Dimensional manifold and 2D surfaces embedded in a 
3D space...   the idea of a basin of attraction is intuitive if we use 
the landscape metaphor to think about it.   In a hydrological landscape 
(watershed) we have the concept of drainage basins which are fairly 
easy for people to apprehend but invoke all kinds of other thoughts 
which are *not* necessarily relevant to the problem at hand.   For 
example, there is not really a concept of flow within the basin, nor 
is there one of erosion *of* the basin, nor is there an idea of 
filling (like a lake) which is apt to the problem.


I have always been persuaded that a model that requires a model to 
make it intelligible is no model at all.   I mean, either a model is 
sufficient to bring a phenomenon within the range of some set of 
useful intuitions, or it is of no value.


In the above example, the 2D surface in a 3D model with 2D bounded 
regions is a valuable *model* of the mathematical abstraction 
involved.   We *add* the landscape metaphor to it to make it more 
usefully familiar.   If we see the surface as a complex of 
watersheds, it is perhaps a quicker if not more accurate way to 
explain the situation.


As usual, our language can help or hinder our understanding.   In this 
case, what we mean by model and how that relates to metaphor.   I 
usually think of *mathematical* models, I suspect you think of 
*conceptual* models and I'm not sure how you use *metaphor* in this 
case, perhaps you don't if you are thinking strictly in  the sense of a 
literary metaphor.   I use metaphor specifically to be a complex analogy 
between one domain (target) and another (source).   Both domains are 
ultimately models in the sense that the map is *never* the 
territory.Ideally, the target domain is a very simple abstraction of 
the territory in question. In our example above... the territory is 
the socioeconomic status of populations and the map is a set of points 
embedded in the parameter space (age, race, gender, income, education, 
) along with an Evolution Function, or essentially the local rules 
(in time) for how an individual moves through that space.   For 
example, individuals educational level is a monitonically increasing 
function with time while their income and assets may trend that way but 
are NOT strictly monotonic (take a cut in pay, spend savings, etc.).


To *then* translate that geometric description into a more familiar one 
(watershed), adds a level of familiarity to anyone with limited 
experience with such geometric spaces but at the same time, it adds 
potentially unwanted/irrelevant/distracting properties to the 
understanding/discussion.


So... said simply, I think we layer models (both mathematical and 
conceptual) all the time for various reasons, but when we actually shift 
to *metaphorical* descriptions to make them more intuitively accessible 
(especially to laypersons) we also risk *mis*understandings.


I too, look forward to other folks weighing in from other 
perspectives.   I believe that our common understanding of such 
problems as gender/race inequalities tends to be too simple which 
might explain why progress in the domain is both slow and somewhat 
herky-jerky.


- Steve

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Re: [FRIAM] basin filling

2014-04-15 Thread Marcus G. Daniels
On Tue, 2014-04-15 at 13:53 -0600, Steve Smith wrote:

 I believe that our common understanding of such problems as
 gender/race inequalities tends to be too simple which might explain
 why progress in the domain is both slow and somewhat herky-jerky.

A master equation for an economic system will be high dimensional.  For
example, every person has assets to track over time.  There are
many-to-many economic transactions that explode the state space.  
Forget about geometry you can visualize.  And a lot of the variables are
not going to be independent.  Time spent at work and time spent with
family will be t and (1-t).  Income will be correlated with t (paid by
the hour).  

To get at gender culture things various stateful things like affinity to
peers and family need to be quantifiable somehow. Are love and hate a
linear scale or logarithmic?  Maybe it is more like a step function?
And how do you validate these system evolution models?   You might be
able to give someone a million dollars but you can't easily take it
away, or spontaneously make a janitor a medical doctor or get most
people to agree to change their sex.  The experiments that would be
illuminating can't be done for practical or ethical reasons.

It's a curse of dimensionality in spades, and only by contrasting
Billions and Billions of different policy systems could one hope to get
good enough statistics to say that a hypothetical master equation was or
was not at work in the real world. 

Marcus



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Re: [FRIAM] basin filling

2014-04-15 Thread Steve Smith

Marcus -

I understand that pre-inventing Psychohistory (ala Asimov) is an 
out-of-reach task.  Predictive models in general are hard, and as you 
say, this one has deeply compounded problems of dimensionality and 
testability, etc.


What I'm seeking are notional models with more acknowledgement of the 
complexities and maybe a qualitative hint  toward any first or second 
order unintended consequences they might hint at.


Familiar, brutally simple models are on the order of:

1. White Males get all the goodies, everyone else gets bupkis.
2. The rich get richer.

There is plenty of anecdotal evidence that both of these are basically 
true in many contexts, but I don't think they help us do much except 
*maybe* continue/restart/accelerate affirmative action programs and/or 
sharpen the blade on the guillotine (for the rich).


A *notional* model helps people think about the problem space, and not 
just people with a strong technical understanding of the problem space.


The public is trained to look for simple, linear relationships between 
things and zeroth order effects, I'm just calling for the development of 
a broader and deeper description of these very relevant problems.  Is it 
possible that we might operate with more hope, more earnestness, maybe 
even less cynicism if we had models that suggested nonlinear response 
curves and tipping points (as Malcom Gladwell popularized)?  We might 
avoid problems such as are described in Susan Faludi's Backlash and 
Stiffed where the most well intentioned reactions to first order 
symptoms of inequality have lead to various  unexpected results that 
undermined the original intentions of the actions.


Just my $.02
- Steve



On Tue, 2014-04-15 at 13:53 -0600, Steve Smith wrote:


I believe that our common understanding of such problems as
gender/race inequalities tends to be too simple which might explain
why progress in the domain is both slow and somewhat herky-jerky.

A master equation for an economic system will be high dimensional.  For
example, every person has assets to track over time.  There are
many-to-many economic transactions that explode the state space.
Forget about geometry you can visualize.  And a lot of the variables are
not going to be independent.  Time spent at work and time spent with
family will be t and (1-t).  Income will be correlated with t (paid by
the hour).

To get at gender culture things various stateful things like affinity to
peers and family need to be quantifiable somehow. Are love and hate a
linear scale or logarithmic?  Maybe it is more like a step function?
And how do you validate these system evolution models?   You might be
able to give someone a million dollars but you can't easily take it
away, or spontaneously make a janitor a medical doctor or get most
people to agree to change their sex.  The experiments that would be
illuminating can't be done for practical or ethical reasons.

It's a curse of dimensionality in spades, and only by contrasting
Billions and Billions of different policy systems could one hope to get
good enough statistics to say that a hypothetical master equation was or
was not at work in the real world.

Marcus



FRIAM Applied Complexity Group listserv
Meets Fridays 9a-11:30 at cafe at St. John's College
to unsubscribe http://redfish.com/mailman/listinfo/friam_redfish.com



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Re: [FRIAM] basin filling

2014-04-14 Thread glen

On 04/14/2014 09:38 AM, Nick Thompson wrote:

If we were dedicated to filling that basin, what would
that look like?


It would look like an understanding of merit and reward that addressed 
as many dimensions of a human and its environment as possible. 
Something like the ontologies I posted would be a good start.


--
⇒⇐ glen


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Re: [FRIAM] basin filling

2014-04-14 Thread Marcus G. Daniels
On Mon, 2014-04-14 at 10:05 -0700, glen wrote:
 On 04/14/2014 09:38 AM, Nick Thompson wrote:
  If we were dedicated to filling that basin, what would
  that look like?
 
 It would look like an understanding of merit and reward that addressed 
 as many dimensions of a human and its environment as possible. 
 Something like the ontologies I posted would be a good start.

I've seen this sort of thing used before for threat evaluation.
In that context they identified the resources that a bad guy could use
to accomplish a set of bad things, with the related workflow for each
one, and the (alternative) dependencies for those workflows.  Then one
tries to work through the combinatorics brute force to see what links
are most crucial for maximizing the probability of success for various
bad goals.  (And then take some action to ensure that the links can be
cut in the real world.)

Here it is the opposite -- replacing bad things with desired things.
It means being very clear on the relationships between dependencies (or
to represent uncertain mappings somehow), which has yet to occur in this
discussion.  And perhaps harder, to admit that the things you cherish
are nothing more than a node on a graph.  :-)

Marcus



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Re: [FRIAM] basin filling

2014-04-14 Thread glen

On 04/14/2014 11:41 AM, Marcus G. Daniels wrote:

I've seen this sort of thing used before for threat evaluation.
In that context they identified the resources that a bad guy could use
to accomplish a set of bad things, with the related workflow for each
one, and the (alternative) dependencies for those workflows.  Then one
tries to work through the combinatorics brute force to see what links
are most crucial for maximizing the probability of success for various
bad goals.  (And then take some action to ensure that the links can be
cut in the real world.)


Yep.  I also think that simply defining the problem, way before getting 
to enough clarity for brute force, would go a long way to clarifying the 
silly arguments we get in today.  I think if job reqs and candidate 
employees simply familiarized themselves with these ontologies as they 
considered hiring or taking a new position, that simple consideration 
would go a long way toward more rationality.  And I'd be gobsmacked if 
any of our legislators thought about this stuff with such ontologies in 
front of them.



Here it is the opposite -- replacing bad things with desired things.
It means being very clear on the relationships between dependencies (or
to represent uncertain mappings somehow), which has yet to occur in this
discussion.  And perhaps harder, to admit that the things you cherish
are nothing more than a node on a graph.  :-)


Having worked on an human resources capital management application, in 
a company that was bought and cannibalized, I had a good opportunity to 
experience, first hand, the distance between an idealized human 
resource and actual humans.  Oddly enough, it just convinced me that we 
could flesh out the schema and populate such a database (here in the 1st 
world, anyway) far enough to accommodate brute force if we only had the 
energy/desire/political will.


But then I start feeling like a dirty communist and have to go chop some 
firewood or practice takedown/assembly of my 9mm ... with some Ted 
Nugent playing at 11. ;-)


--
⇒⇐ glen


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Re: [FRIAM] basin filling

2014-04-14 Thread Steve Smith

Wise Nick -
 As usual, I got my ears boxed on the substance, but everybody gave me 
a pass on the use of the metaphor, attractor and basin.  It's been 
quite a while since I read any complexity literature and nearly as 
long since a complexity topic has graced these pages.


So, I am wondering, if any of you would care to advise me on how to 
use that metaphor properly.  If we were dedicated to filling that 
basin, what would that look like?What does this systems talk 
contribute to a discussion, other than a whiff of modernity?  Would I 
have said less or more if I had suggested that we alter the 
incentives surrounding childcare for men and women, or the like.


By all means, let's return to considering the phenomena in question 
(Openness vs Inequality) using the tools of complexity theory.  In 
particular, of the socio-economic status of individuals within our 
system when engaged in one or more of the obvious Open Systems that 
are popularly included in western (and especially US culture) and 
specifically the global communication/information network comprised 
mainly of the Internet but also Cell Networks, Publishing and other 
Media Networks, and perhaps even outliers like HAM or CB radio and 
real-world public events such as meetings, conferences, public protests 
(e.g. Occupy), Democratic Processes, and the Marketplace.


If we consider each individual over time as occupying a point in this 
space (a given gender, age, salary, net worth, educational-level, 
employment status, group-affiliations, etc.), and their being an 
Evolution function (F(t,_v)) which describes how that individual moves 
in phase space, then perhaps we can recognize and describe various 
point, line(Orbit), area(basin) and volume (in N-dimensions) attractors.


Following Glen's criticism of the Landscape Metaphor, I will add that 
terms such as orbit (celestial navigation?) and basin are useful for 
their familiarity, but are very limited.   In particular (no ear-boxing 
intended) I don't think the idea of Filling a Basin is apt...   but 
ignoring that misleading aspect of the landscape metaphor, I think your 
point can be used to talk about exploring the adjacent possibles to 
F(t,_v) (name them Fn(t,_v) which might be alternative rule-sets 
(social, regulatory, religious, ???) whose attractors are more equal 
across the identified qualites of Gender, Race, and Sexual_Orientation 
(GRS).


This opens the question of what means more equal?.   I suppose first 
we need to identify what we are measuring... perhaps salary is key, 
maybe accumulated wealth/assets is another measure many follow, maybe 
social status (within what group? how broad?), maybe access to *other* 
resources besides $$?  Some would include other features such as 
(likelyhood of being sexually harrassed, murdered, or raped).   Once we 
identify that, then I suppose that we are interested in Fn(t,_v) whose 
attractors, when projected into the dimensions being valued, show no 
correlation with GRS?   G, R and S, for our purposes are characterized 
by small integer sets (G cardinality of 2 or 3 or 4 or 5 or 6 if we 
differentiate between trans in each direction and hermaphrodite and 
maybe Neuter?) and (R cardinality of 2, 3, or 18,973 depending on how 
distinctive we want to be at which point it seems like R has smeared 
into Ethnicity and even Tribal/Clan/Family distinctions?) and S (roughly 
the cardinality of GxG?).


I can't tell if modeling these things more formally will help 
understanding, but perhaps?


I suspect that *equality* is not precisely what we seek.. but maybe 
there are other properties of the phase space and the attractors which 
we would like to find?The term Class in popular discussion seems apt.


As is often the case with *any* system, thoughtful, informed, motivated 
modeling of the domain often helps us understand things which were a 
puzzle before, and sometimes even solve the implied problems that were 
represented in our puzzlement.   In this case, what resources or 
experiences do SWMs have access to which non-SWMs do not (as easily?) 
and/or how can we change F(t,_v), or more to the point, choose from an 
infinite set of Fn(t,_v) which match the criteria we seek...  and EVEN 
more to the point what does the space of Fn(t,_v) look like, what are 
the adjacent possibles to our current F(t,_v) and can we imagine or 
prescribe an evolution from Fo(t,_v) TO a desired Fn(t,_v)?


Just to be difficult or oblique, let me close with a highly figurative 
allusion to a familiar children's allegorical tale:  If Jack and Jill go 
up the hill (Landscape metaphor) to fetch a  pail of water (seeking a 
more equitable Fn(t,_v) for all) then must Jack fall down,and break his 
crown?  And if so, what does that mean?  A fall from grace of the SWM?  
And must Jill also therefore come tumbling after?If figurative 
speech using metaphor is risky, I suppose turning a simple children's 
fairytale into an allegory for modern socioeconomic 

Re: [FRIAM] basin filling

2014-04-14 Thread Nick Thompson
Steve, Glen, Marcus, 

 

I am liking these responses.  Thankyou for giving the  question your all. 

 

I am not sure I am man enough to respond usefully to them, but they are
causing me to think.  One thing that they make evident is a way in which
basin is a metaphor that I had not thought of.   It offers a picture of a
three dimensional structure as a model for goings-on in an N dimensional
space.  Not at all clear to me that the intuitions drawn from a three
dimensional model have any use at all in n-dimensional space. 

 

I have always been persuaded that a model that requires a model to make it
intelligible is no model at all.   I mean, either a model is sufficient to
bring a phenomenon within the range of some set of useful intuitions, or it
is of no value.  

 

Well, as I say:  thank you.  I hope others will pitch in. 

 

N

 

 

 

Nicholas S. Thompson

Emeritus Professor of Psychology and Biology

Clark University

 http://home.earthlink.net/~nickthompson/naturaldesigns/
http://home.earthlink.net/~nickthompson/naturaldesigns/

 

From: Friam [mailto:friam-boun...@redfish.com] On Behalf Of Steve Smith
Sent: Monday, April 14, 2014 2:45 PM
To: The Friday Morning Applied Complexity Coffee Group
Subject: Re: [FRIAM] basin filling

 

Wise Nick -

 As usual, I got my ears boxed on the substance, but everybody gave me a
pass on the use of the metaphor, attractor and basin.  It's been quite a
while since I read any complexity literature and nearly as long since a
complexity topic has graced these pages.  

 

So, I am wondering, if any of you would care to advise me on how to use that
metaphor properly.  If we were dedicated to filling that basin, what would
that look like?What does this systems talk contribute to a discussion,
other than a whiff of modernity?  Would I have said less or more if I had
suggested that we alter the incentives surrounding childcare for men and
women, or the like. 

By all means, let's return to considering the phenomena in question
(Openness vs Inequality) using the tools of complexity theory.  In
particular, of the socio-economic status of individuals within our system
when engaged in one or more of the obvious Open Systems that are popularly
included in western (and especially US culture) and specifically the global
communication/information network comprised mainly of the Internet but also
Cell Networks, Publishing and other Media Networks, and perhaps even
outliers like HAM or CB radio and real-world public events such as meetings,
conferences, public protests (e.g. Occupy), Democratic Processes, and the
Marketplace.

If we consider each individual over time as occupying a point in this space
(a given gender, age, salary, net worth, educational-level, employment
status, group-affiliations, etc.), and their being an Evolution function
(F(t,_v)) which describes how that individual moves in phase space, then
perhaps we can recognize and describe various point, line(Orbit),
area(basin) and volume (in N-dimensions) attractors.   

Following Glen's criticism of the Landscape Metaphor, I will add that
terms such as orbit (celestial navigation?) and basin are useful for
their familiarity, but are very limited.   In particular (no ear-boxing
intended) I don't think the idea of Filling a Basin is apt...   but
ignoring that misleading aspect of the landscape metaphor, I think your
point can be used to talk about exploring the adjacent possibles to F(t,_v)
(name them Fn(t,_v) which might be alternative rule-sets (social,
regulatory, religious, ???) whose attractors are more equal across the
identified qualites of Gender, Race, and Sexual_Orientation (GRS).   

This opens the question of what means more equal?.   I suppose first we
need to identify what we are measuring... perhaps salary is key, maybe
accumulated wealth/assets is another measure many follow, maybe social
status (within what group? how broad?), maybe access to *other* resources
besides $$?  Some would include other features such as (likelyhood of being
sexually harrassed, murdered, or raped).   Once we identify that, then I
suppose that we are interested in Fn(t,_v) whose attractors, when projected
into the dimensions being valued, show no correlation with GRS?   G, R and
S, for our purposes are characterized by small integer sets (G cardinality
of 2 or 3 or 4 or 5 or 6 if we differentiate between trans in each direction
and hermaphrodite and maybe Neuter?) and (R cardinality of 2, 3, or 18,973
depending on how distinctive we want to be at which point it seems like R
has smeared into Ethnicity and even Tribal/Clan/Family distinctions?) and S
(roughly the cardinality of GxG?).

I can't tell if modeling these things more formally will help understanding,
but perhaps?  

I suspect that *equality* is not precisely what we seek.. but maybe there
are other properties of the phase space and the attractors which we would
like to find?The term Class in popular discussion seems apt.

As is often the case with *any