Sunday, December 13, 2020

The Problem of Complexity: Self-Organization

The fifth and last of Preiser's characteristics of complexity is self-organization, which I previously summarized as the ability of complex systems to modify and reproduce themselves in order to cope with their environments. In other words, they are able to learn and to adjust to ensure their survival. At last, I thought, I had come to a characteristic that seems to divide living, animate systems from inanimate systems.

I can learn about my environment and modify my behavior and beliefs to cope. I can reproduce to continue something of myself. I don't think my house can do these things.

But I may be misunderstanding both my abilities to self-organize and the abilities of my house.

I, of course, am able to exchange energy, matter, information, and organization with my environment in complex loops that restructure me internally and my environment externally. In other words, my environment perturbs me, and I perturb my environment, and we can both modify ourselves to maintain our own integrity and to better fit with the other. These perturbations are reciprocal but not commensurate. Because of its immense size, the environment perturbs me much more than I perturb it. It's a bit like comparing the gravitational pull I exert on the Earth to the pull the Earth exerts on me. The tail does not wag the dog, though neither are passive.As an aside observation, however, note that if I combine with 7 billion other humans to create a modern consumer society, then that society can begin to wag the Earth, and this helps me understand our current ecological crisis. I must keep in mind that the environment, the Earth, will respond to the perturbations of seven billion ticks to maintain its own integrity as a functioning complex system. And I think the Earth is still the more powerful partner here. If it starts scratching its back because we are making it itch, then we humans may not benefit.

But this is not a post about ecology as such, but about self-organization. I perturb and am perturbed in return, but I notice that I have looked in only one direction: outward. What about inward? As it turns out, the environment inside me is just as big and as complex as the environment outside me. In other words, the distance from me to infinitesimal strings is about the same as the distance from me to the infinite stars. You can find some wonderful interactive animations that help visualize this seeming paradox here and here, but my point is that likely there is as much perturbation coming from inside me as from outside me, and I emerge as Keith Hamon in the whirlpool at a particular intersection of these forces. I do influence those flows of forces, but they influence me so much more. They create me. For a time, the forces coming from the stars and the strings weave a pattern that is me. And everything else, of course. I mean, it isn't all about me -- though in a way it is -- just as it is all about you. And your dog. And your iPad. And your planet. We are each rather nicely positioned at the center of the Universe, and the whole freaking thing works together to create each and every one of us.

These fanciful flights quickly land me in a mystical realm of mystery and awe which resonates well with me, but it isn't what I want to discuss in this post. I'm intellectually aware of these vast scales within and without me, but of course, day-to-day I'm aware mostly of the proximate scales just within and just without me: does my stomach hurt? is my family excited about Christmas? These scales form my day-to-day reality, and while I'm always aware that my feet stay on the ground because of the gravitational pull of the Earth, I often forget that I can go crazy because of the pull of the Moon, only one scale removed farther out. Or while I'm aware that my muscles one scale inward ache after exercising, I'm blissfully unaware when one cell in my lungs -- just one scale farther in -- mutates, becoming cancerous in reaction to the perturbations of working with asbestos fifty years ago (I don't know that this has happened, but it could -- I do know about the Moon).

In short, I can learn and self-organize. I can somewhat sense the forces moving around and through me, and I am somewhat resourceful enough to adjust myself to find a better fit with those forces: deflecting some, modifying others, washing in a few. I've been doing this since my embryonic phase in the womb when my cells started unpacking themselves using the energy, matter, information, and organization supplied by DNA and the womb. Can my house learn and adjust itself?

I suspect that most of us think of learning as an intellectual task, and much of formal learning is, but complexity tells me that learning is any ability to sense and to respond at any scale to the forces flowing within and without us. I'm thinking now that most learning is not intellectual or conscious at all. I coached soccer for years, and I became aware that most of my players who became adept at some skill had no conscious idea of how they were able to capture a ball out of the air while simultaneously turning to move toward the opponent's goal. They just did it, or didn't. Those who did didn't know why they could do it anymore than those who didn't knew why they couldn't. My attempts at explanation were mostly vapid and useless, because I didn't know either. Somehow, that one's body could learn that trick, and the other body could not.

I say body to distinguish it from intellectual mind. Our feet learn quite aside from our conscious control. With no immediately conscious help from my mind, my immune system learns about new invaders and then fights epic wars throughout the galaxy within me. Star Wars is not just in my mind, but literally in my body, and thus far, the good guys are winning, though there have been some close skirmishes.

So if learning is not an exclusive privilege of human intellect -- however much I may value it -- then how far does learning extend through the Universe. My immune cells, obviously, can learn. Dogs and trees learn. I recall how the dwarfish oak trees on the south Texas coastline bend inward from the prevailing Gulf winds. This is not an innate growth pattern of oak trees; rather, these trees have learned to cope with their environment, using what range of responses they have available. Slime mold and viruses can learn. If viruses can learn, are we very far removed from carbon and oxygen learning?

I tend to think of hydrogen coupling with oxygen as a rather mechanical process, but perhaps all coupling from atoms to humans to galaxies are to some degree complex behaviors that lead to new forms. They do, of course. The coupling of hydrogen and oxygen leads to water. My own coupling with a woman led to a life-long relationship and to two sons. My coupling with other Georgians this past November led to a victory for Joe Biden and the overturn of the Trump Administration. The coupling of the stars led to the Milky Way and Earth. The Ancients may have been right: it's all coupling, all the way in, all the way out. And while there are mechanics to the coupling in its myriad forms, it is never merely mechanical. Coupling can not be reduced simply to its parts and mechanics. It is always purposeful and meaningful.

Well, I seem to have landed myself into some kind of Gaia theory. I didn't expect that, and it's clear that I have much thinking to do before I sort this out in my head, but I'm not likely to do it in this post.

Let me summarize what I mean by self-organization in complex systems. First, I'm convinced that to some degree, all entities are complex: from rocks and water to human brains and galaxies. Then, all these systems, including my house, can sense their internal and external environments and can respond -- however slowly and in however limited or expansive a range -- to those perturbations. They can all self-organize.

Tuesday, December 8, 2020

The Problem of Complexity: Emergence & Complex Causality

Emergence is the fourth of five characteristics of complexity that Preiser says are commonly mentioned in the literature. In a previous post, I summarized what I understood of Preiser's points about emergence and complex causality this way:

Complex systems manifest emergent properties that can be understood only in terms of the organizational structure of the system and not in the properties of the components. Emergent phenomena depend on and yet are independent of constituent parts and display certain properties:
  1. radical novelty: emergent phenomena are neither predictable nor deducible from micro level components, which are necessary but insufficient for understanding emergent phenomena. 
  2. coherence: emergent phenomena are integrated wholes likely to maintain some identity over time.
  3. macro level: emergent phenomena occur at a macro level compared to their micro level components.
  4. dynamical: emergent phenomena are not a priori wholes but gradually appear as a complex system dynamically develops over time.
  5. ostensive: emergent phenomena show themselves and are ostensively recognized in terms of their purpose and meaningful behaviour.
Complex systems operate through both upward and downward causation, such that emergent properties are the result of the organization and interactions of constituent parts at the micro-level but also in turn cause changes in the constituent parts.

I find this explanation of emergence and causation in need of some unpacking. I like to use proximate examples, so first, I think I should point to this post I'm writing as an ostensive example of an emergent property of the complex system Keith Hamon. My blogging, of course, depends on the various parts of my body -- heart, lungs, musculoskeletal system, brain, and more -- however, a thorough study of each of those parts could not prepare you for such an emergent characteristic as blogging. Nothing in the behaviors and interactions of my organs says, "This guy writes a blog."

Despite its dependence on the interactions of all my various parts, blog writing itself as a recognizable characteristic of Keith Hamon emerges at a scale above the parts that constitute me. The efficient working and interaction of those parts are, of course, necessary to explain my blogging, but they are not sufficient. Blogging emerges and works at a social scale above the scale of my individual organs, and blogging is recognizable and makes sense only at that scale. If we were to look at the scale of my fingers -- carefully and exhaustively mapping the interactions of tissue, bone, and blood -- we would find nothing labeled blogging or that points to blogging. Only when we examine all the parts working together do we start to see some patterns that we can begin to label blogging. Really, we can hardly label my finger twitching as blogging until we look at the even higher social scale that encloses me and the blogosphere.

So blogging is a radically novel emergent characteristic of mine that is neither predictable nor deducible from meticulous study of my constituent parts. If you want to understand why and how I blog, you must, of course, understand how my parts work together, but you must also understand human language and communication, the Internet in general and the blogosphere in particular, computer technology, and more.

And you must be able to see that all of these micro and macro parts cohere over time, that they persist within a recognizable organizational structure to perform consistent functions. The pattern of blogging must cohere and persist long enough to be informed by energy and information, to digest that energy and information, and to feedback energy and information into the environment. In other words, the system must cohere long enough to perturb and to be perturbed. Blogging has been around since 1994, and I have been blogging in some form or other since 1996 -- first as a personal journal and then in 2009 as a professional space to support my teaching and study in the first MOOCs I was taking. Blogging has connected millions of people into coherent and meaningful groups. It has connected me to students and MOOC colleagues from around the world.

And this leads me to the next point about emergent phenomena: they are dynamical, emerging gradually as they search for and eventually find a space for themselves in the current ecology. In 1994, Justin Hall did not call his review of various Internet sites on a blog. That term and identity came later. My first blog was basically a journal of family events. This blog Learning Complexity grew out of an earlier blog Communications and Society named for a class I was teaching in the Interdisciplinary Studies department at Georgia College and State University. Each of these emergent systems could have been stillborn, and indeed, I have started other blogs that went nowhere, read by no one. Thus, a complex system must be robust enough to force its way into an ecosystem and resilient enough to persist.

Justin Hall's first blog could have died, but the idea and technology of blogging was robust and resilient enough to cohere and persist, which brings us to Preiser's last characteristics of emergence: they are purposeful and meaningful. Blogging is purposeful and meaningful to millions of humans, the technology is robust enough to sustain the flows of energy and information, and so blogging has persisted. All emergent phenomena exist in this tense and tenuous space. We can certainly imagine that blogging might not have made it, for we have examples of many Internet ideas that did not. (Remember AltaVista and Yahoo, the early, too rigid search engines?) To persist, an emergent characteristic of any complex system must express some meaningful purpose, usually with some elegance.

Blogging, then, is a radically novel, coherent, macro-level, dynamical, and meaningful characteristic of the complex system Keith Hamon that cannot be understood or explained by my body parts. Blogging is emergent, and to borrow an old adage: I am greater than the sum of my body parts.

But as Preiser notes, borrowing from Edgar Morin, the whole is also less than the sum of its parts, and this gets us into the issue of complex causation. Upon the emergence of my body as a functioning system, I as a whole begin to exert forces on the various parts of my body, causing changes within the parts and shaping how they function -- which, of course, changes how the parts affect my body and back around again. Blogging, for instance, exerts forces on my heart, lungs, musculoskeletal system, brain, and more, which in turn, exerts forces on and literally shapes my body and my blogging. I have a different mind because of my blogging. I likely have a different heart. I know my hands are different.

The same sort of causation happens between the body scale and the social scale. My blogging has some modest effects on a small slice of society, and in turn, society has large effects on my blogging and even on my various body parts. I can become depressed, overweight, and sluggish from blogging about this pandemic and the Trump administration or I can become excited and energetic at the emergence of a vaccine and the promise of a Biden administration, and these changes in my body parts can affect my blogging and my interactions within society and back around again. Complex causation, then, is circular and continuous, non-linear. A + B = C is replaced by A1 + B1 > C1 > A2 + B2 > C2 and round and round.

So yes, my organs make up me, but I in turn make up my organs, just as I help make up my society, which in turn makes up (in multiple senses) me. Filtered through me, society also makes up my organs, as the last four years of the Trump administration have churned my stomach, and I suppose my organs filtered through me help make up society. Forces move across scales to perturb in unpredictable ways the complex systems functioning at different scales, and those systems in turn feed forward and feedback forces that perturb complex systems working at other scales.

Causation, then, is complex. What causes what? Does my stomach hurt just because of some silly antic by Trump? Or must I factor in my religious upbringing, my education, my diet, my professional life, Facebook, and more? Odds are that I will never be able to say just what makes my tummy ache. Even with something as apparently simple as a virus, we can quickly see that a pandemic is not simply caused by a mutated virus. That virus must express itself in various ecosystems to survive and thrive. Of course, it needs a physical system, but it also must find its way through various social, political, economic, scientific, and religious systems and different body types if it is to persist. And if humans are to manage the virus, then they must manage all of those systems -- a task beyond the abilities of the current U. S. administration and population.

Wow. I have much to learn yet and way too little time.

Tuesday, December 1, 2020

The Problem of Complexity: Humans, Houses, and Heterogeneity

The third consistent and persistent characteristic of complexity that Preiser finds in the literature is non-homogeneity, or as I prefer to say it, heterogeneity. I did not notice if she explains why she prefers the negative expression rather than the positive, but I prefer the positive, probably because of my reading of Deleuze and Guattari's characteristics of rhizomatic structures which have informed my thinking for years now and which resonate well in Preiser's writing.

In an earlier post, I summarized Preiser's non-homogeneity this way:

Complex systems are comprised of a number of heterogeneous components with multiple, dynamic pathways among them that create rich and diverse interactions which become too complex to calculate. The elements and interrelationships change over time and scale.

Like Deleuze and Guattari, Preiser joins the concepts of multiplicity and heterogeneity to say that complex systems are made up of a number of distinguishable entities that interact with each other in countless ways to form a functioning entity that itself helps make up an enclosing, functioning entity. So to understand Keith Hamon through the lens of complexity, I must think of myself as comprised of a number of different organs that interconnect with each other along multiple, dynamic pathways that create rich, diverse interactions that are too complex to fully calculate. Moreover, I must think of different scales, so that I see each of my organs -- my lungs, for instance -- as a complex system itself comprised of tissues and cells, which are themselves complex entities comprised of multiple, heterogeneous molecules, which are themselves ... well, you know the drill by now. And I must be able to scale up to see that I, Keith Hamon, am one of the multiple, heterogeneous entities that comprise larger complex systems: my university or my family, for instance. And all of these different entities at the different scales are all interconnected by countless pathways to manage various flows of energy, matter, information, and organization to all the other entities at all scales. For example, consider an image of just one complex system, the Internet:

A Map of the Internet in 2017

Of course proximity has its privilege so that entities closer to each other typically exert more influence on each other, but all entities exert some influence on all others, and this complex weave of forces becomes impossible to map. Note that the map of the Internet above does not include the people who connect to all those wires and routers. It doesn't map the software or the content. As complex as it already is, that map is woefully inadequate to explain the Internet. We simply can't reliably trace a single cause to a single effect. This uncertainty helps me understand Covid-19, for instance. We know that the disease starts with a particular virus, but the same virus has such a wide range of interactions with different human and animal hosts. Many don't notice this virus any more than the other viruses inhabiting their bodies. Some become mildly or violently ill. A few die. The explanation for any of these different states depends on more than simply tracking the path of the virus through a specific body.

So what causes someone's death? The virus, of course, is a necessary component of a Covid-19 death, but it is not sufficient to explain that death. A body is a complex system, and its interaction with any external agent such as a virus can be explained only by considering all the various heterogeneous elements and the interconnections among them. It's becoming obvious to me that understanding why one person dies from Covid and another does not demands knowing not only the disposition and interactions of all the person's internal systems (organs, tissues, cells, and the like), but also their external social, economic, political, and religious systems. All of these systems interact to render some people vulnerable and some not, and we are only dimly becoming aware of this complex interaction. We may never understand it fully -- at least, not before the virus moves on to be replaced by another pathogen with a different complex of interactions. And because it's such a complex matrix of interactions from so many different systems, we may never be able to bring sufficient forces in the form of medical and social therapies to bear on everyone's illness. We are not that resourceful or wise.

But I haven't really dealt with heterogeneity. Why should entities in a complex system be different from each other? The short answer is to enhance the resilience and responsiveness of the system to its environment. Because my body has an array of organs and tissues that perform a range of functions, I can better "suffer the slings and arrows of outrageous fortune." (Sorry for that unfortunate comparison. "I am not Prince Hamlet, nor was meant to be.") For instance, compare my body to that of slime mold, a relatively simple creature that has very few ways to perceive and to respond to its environment. It can sense its world only in a very narrow range, and it can process and respond to those sensations in even more limited fashion. More complex creatures, including myself, can sense more of the world, process those sensations in more ways, and respond in more ways. This variety makes my complex system more resilient, more likely to survive and thrive.

Of course, my complexity is only relative to the simplicity of the slime mold. Compared to a rock, the slime mold is a quite complex creature. And as I've already noted in a previous post, the simplicity of a rock may be a trick of different time scales. Because rocks perceive, process, and respond to their environment over millenia rather than minutes as I do, then they seem dumb to me. For all I know, rocks might be the geniuses of Earth, and I regret that I will not likely be here when they reveal their plan.

My house has its own complexity: a range of different rooms serving different functions. It has heating and electrical systems that perceive, process, and respond to the environment in different ways to preserve its own integrity and to please its microbiome: me. Moreover, my house is in a neighborhood of heterogeneous homes. My house does not look like my neighbors' houses, as all the houses here were built by different people of different economic status at different times in whatever style and with whatever materials were popular with the owners at the time. Tastes changed and so did the houses.

The variety of houses gives my neighborhood an organic character that contrasts remarkably with the mechanical, cookie-cutter character of the newer subdivisions where all the houses and yards have a homogeneous look and feel. That is an aesthetic judgement on my part, but it explains why I prefer a garden of many plants and flowers rather than a garden of one flower, however beautiful the flower. If a blight attacks my garden of many flowers, then some will survive. If a blight attacks a garden of one flower, the garden dies. Complexity is not only more resilient, but to my eye, it is more beautiful. I celebrate complexity and appreciate its proximity to chaos. That's where all the excitement is.

Saturday, November 28, 2020

The Problem of Complexity: Relational Bodies and Houses

Preiser says that complex systems must be understood as a nexus of nonlinear, dynamic relationships. In a previous post, I explained this second of Preiser's five characteristics of complexity this way:  

Complex systems are constituted relationally both inside and out, and the relations between internal components and the environment are dynamic, manifold, and nonlinear, which means that output is not directly proportional to input. The behavior of interactions is to some degree unpredictable and uncertain and functions in a state of asymmetrical non-equilibrium. The survival of complex systems depends on this nonlinear relationality.

So what does this mean for thinking about myself or my home?

It means first that the typical definitions of myself are limited -- not necessarily wrong, but not exhaustive, either. The usual way of knowing a thing such as myself is to look for defining characteristics -- features that I have that distinguish me from you, for instance, or from them. We have numerous labels for those characteristics such as weight, height, race, voting preferences, gender, occupation, family, location, age, and so on. We can assign values to each of those labels: pounds or kilograms (the particular scale employed matters little here), inches, colors, political parties, years, and various types. If we aggregate those characteristics, then we identify and define Keith Hamon.

This is the classical scientific approach to knowing Keith Hamon: break him down into whatever characteristics are relevant to the current discussion (health, commerce, politics), assign appropriate values to these characteristics, look for the patterns of cause and effect in those characteristics, and then, if you are clever and focused, manage Keith Hamon better: correct his illnesses and insure he buys certain things and votes for certain candidates.

This is an extremely powerful approach to knowledge about the world in order to control the world. We record the tokens of an individual. For instance, I got the brown hair color token -- at least until a few years ago, when I had to exchange it for the gray hair color token. Either way, I had a specific token, a thing, a chunk of knowledge that in the correct conversation could be used to manage me better. If something was wrong with my health or economic status, I or some employed expert could examine my tokens, determine what is amiss, and recommend a course of corrective action.

This stuff works. The problem, Preiser says, is that because of its efficacy, people assume that this is the only approach to knowledge. They become blind to other knowledge and to the limits of their own knowledge, especially when confronting complex systems such as Keith Hamon, or even his house.

First, my characteristics are not discrete chunks of something, tokens, that I possess and can exchange; rather, they are the results of dynamic relationships among multiple entities. Even something as apparently simple as my hair color is the result of dynamic relationships. I don't have a brown hair token -- not really. Rather, I have the interplay of a range of hair follicles of different shades and colors, the ambient light (my hair is black at night and has auburn highlights when I've been in the Bahamas for a month -- I have the photos to prove it), the age of the rest of my body, the quality of the measuring devices (your eyes, a camera, mirrors), and the distance from me at the time of recording or viewing. My hair color, then, is a result of the interplay of all these entities and relationships which are constantly changing. Thus, the color of my hair is constantly changing. Perhaps not by much day to day, but it is changing.

Fortunately, my hair color is trivial to most discussions, and I can glibly answer brown when asked about it, as I did at my last driver's license examination. The license clerk accepted the brown token just as glibly, even though I could have legitimately answered gray, or better yet, salt and pepper. Still, salt and pepper was not one of her available designations, and since brown was still about as appropriate as gray, she recorded brown. I'm confident that when I use my license in the future, most people will accept the brown token, even if they notice that it's no longer quite accurate. It fits well enough.

And that is the problem for Preiser: understanding anything as a collection of characteristic tokens works well enough in the common light of day. Heck, it even works well enough to send astronauts to the Moon and back. Still, as we peer farther into the Universe and deeper into the atom, we find that this reductionist token approach works less and less well. There are no tokens. There are only dynamic relationships. What's worse, our ability to manage -- to predict and to determine -- those relationships becomes more and more uncertain. For instance, the color of my hair is a property -- in however small a part -- of the relationship between my hair follicles and the beating of my heart and flow of my blood and my current exposure to Sun flares. I don't know how it is related, but complexity thinking tells me it is. If I had powerful enough monitoring devices and the correct mathematics, I could perhaps trace those relationships and win a Nobel prize, but ... I don't.

We humans intuitively know this. We know that the reduction of knowledge to a handful of tokens is limited and limiting, but we've also learned that it is useful and powerful. It works. Mostly. It's the "mostly" that bothers Preiser and other complexity thinkers.

PenubagVector: Victor Blacus, CC BY-SA 3.0 
via Wikimedia Commons

It bothers me, too, especially when I encounter people who insist that reductionist science is the only way to knowledge. It's a bit like insisting that only the electromagnetic radiation that we can see, visible light, really counts, when it has become clear to us that visible light is a really small slice of what's available and that reducing reality to visible light is nonsensical -- even though focusing on the common light of day works very well for me most of the time. I must keep in mind that reductionist science is in great part responsible for my awareness of the wider spectrum of light.

But I'm also excited to think about how open complexity thinking is. Understanding something so specific as Keith Hamon or a chrysanthemum means exploring all the dynamic relationships and interactions between all the infinite parts starting with the human scale and moving inward toward the quantum scale and outward to the cosmic scale and mapping all those pathways and flows of energy, matter, information, and organization. It's an endless task, which means learning has no end. Well, that should occupy my time. And if I throw in trying to understand you as well, then it should keep me busy until I'm gone.

Tuesday, November 24, 2020

The Problem of Complexity: Open House and Open Human

House and Human

I want to explore these five characteristics of complex systems that Preiser lists in her dissertation by comparing and contrasting the human body to a human house. This is mostly a matter of convenient proximity, as I have one of each. I start with the assumption that a house is more of a closed system and a human is more of an open system. In other words, on the sliding scale from simple system to complex system, a house skews to the simple and a human skews to the complex.


The first characteristic that Preiser mentions -- openness -- suggests that the contrast between house and human may not be as distinct as I imagined. As Preiser describes in her dissertation, the openness of a complex system both internally and externally involves us in the issue of boundaries both internal and external. I can, of course, see and model the boundaries of my own house, both inside and outside. I can also see the boundaries of my own body, mostly on the outside, but I know that the inside can be seen under special, medical conditions. I can in the common light of day point to both my house and my body and say, "That's my house. That's me." Most everyone will know what I mean and agree with me. I can walk through my house in the dark, and mostly the walls do not shift and the floors don't rock. My own body stays mostly inside my skin, a convenient and customary area of demarcation -- a boundary.

However, as soon as I begin shifting my gaze to see through a complexity lens, then both house and body begin to open, though I think the body opens more. As it happens, both my house and my body emerged in 1951, so we are the same age. The boundaries of my house were fixed at birth/building and have changed very little since then. The original owners had about 2,400 square feet under roof in 1951, and we -- the second owners -- still have the same. The room layout is about the same, though the surface features have changed with new paint, carpets, and furnishings. 

The boundaries of my body, on the other hand, have changed much, certainly more than my house. I have more cubic footage under roof than I did 69 years ago, and the contours are different -- though thankfully my head is still atop my shoulders, my heart in my chest, and my legs underneath me. Still, even the most casual observer will note that I am not what I was 69 years ago. I don't occupy the same space. My boundaries have shifted mostly due to the growth and rearrangement of my internal components, but also because of complex interactions both internally and externally. For 69 years -- or rather for 70 years, as my body was growing and interacting with its environment in the womb -- I have been open to energy, matter, information, and organization from outside. My entire body is a porous sponge that soaks up my environment. I process those inputs internally more or less well and feed back outputs into my environment. 

One scale down, my organs are doing the same. My heart is jostling with its neighboring lungs and stomach to get along (it mostly does) and to be a productive member of the society that I am. It takes in blood and oxygen for energy to do its work and feeds back the blood and energy to its community. Round and round, a constant, essential cycle. I can scale down through tissues, cells, molecules, and atoms as deeply as my science and technology will allow me to go, and it's the same openness all the way down or in.

One scale up, my family is doing the same. We jostle with each other to get along (we mostly do) and to be productive members of the society that we identify with (we mostly are). We take in and feedback in a constant, essential and necessary cycle. We gather often, exchanging information and energy that coordinates us and maintains our identity as a family. Again, I can scale up through clan, community, town, state, nation, world, and cosmos as far as my science and technology will allow me to go, and it's the same openness and flows all the way up or out.

However far I go inward or outward, I see the same flows of energy, matter, information, and organizational patterns back and forth through whatever boundaries I define. My skin is a convenient and handy boundary with physical and informational implications ( social, economic, and political). It's also the boundary that most people see and that photographs capture. It shapes my perception of myself and my world, and it shapes my environment's perception of and interactions with me, but it is by no means absolute. I leak inward and outward. Each scale in or out stains the next scale, and understanding my skin requires understanding those proximate scales. Complete understanding of my body requires understanding all the scales inward and outward -- an impossible task. I am infinite, and I could study me forever and still not get to the bottom of me.

Well, I did not expect to follow that line of sentences to that period, but I'll let them stand to see if they have legs.

It's easy for me to see that my body is a more open system than is my house. I tend to think of a house as protection from the outside -- a fixed, inviolable, somewhat sacred boundary, or barrier, between my family and the environment, but complexity thinking questions those assumptions. Similar to my body, my house is made up of different systems that manage the flows of energy, matter, information, and organization into and out of my home. My house has electrical, gas, and plumbing systems that bring energy and water in and take heat and waste out. My house has television, telephone, and network systems that exchange information between the inside and outside. During this pandemic I've been more conscious of ventilation in my home, and so I've opened my house's windows more often to allow a better exchange of air from outside to inside, but really, my house is old and was built back when insulation was not a priority, so it has long exchanged air with the outside.

If I look for them, then I can find lots of exchanges and flows between my house and the environment, and the interactions between my house and environment become even more open and complex when I think of my family and me as my house's microbiome. We live inside the guts of my house similarly to the way all those bacteria live in my guts, and the interactions between the microbiome and host are complex and critical. The interactions become even more complex if I extend the microbiome metaphor to the holobiont, which includes the host, the microbiome, and all the other species living in or around the host and that contribute in some way to the functioning, whether for good or ill, of the host. I can see my house as the host and me, my family, my friends, workers, insects, pets, furnishings, devices, cars, lawn mowers, and other things as the holobiont. I've now included my yard as a second, more porous skin of my house. Clearly, my house is not a closed, simple system, but open and complex.

Of course, there are differences between my body and my house, as the other characteristics of complexity are likely to reveal, but the lesson for me here is that if I start looking from the framework of complexity, then I find that there really are no absolutely closed systems. Even rocks and black holes exchange some energy, matter, information, and organization with the rest of us, though on very different time scales and perhaps in coarser chunks. Still, everything is part of the weave, the complexus ("what is woven together") as Morin calls it.

I have a couple of reservations about openness as I have described it. First, the proximate scales are more important to us and to our identity. The farther I focus my attention away from my human scale, then the more obscure I become and the more difficult it becomes to trace the influences of my human scale on the behaviors of the other scales. I'm fairly confident if I move one scale inward toward my internal organs or one scale outward toward my immediate social groups, but if I move much further, I start losing Keith Hamon. At the molecular level, I'm just a nebulous cloud. At the national level, I'm just a bland dot. Either way, I Keith Hamon recede into the background as just part of the general noise, and it becomes increasingly difficult to determine what impact, if any, my behaviors at the human scale are having on either the molecular scales I enclose or the national scales that enclose me. Whatever influences that might be attributed solely or even mostly to Keith Hamon at the human scale seem to diffuse and become muddy as they delta out or in to other scales. At some scale, I seem to lose myself. Once I move beyond a certain horizon, I dissolve into something else. My house does the same. If I focus too far in or too far out, I can no longer recognize my house. (You can illustrate this graphically with Google Earth). Later in her dissertation, Preiser talks about the critical importance of horizons and boundaries for knowledge.

Second, the term openness suggests superficially that complex systems are all open and not closed. This is not the case. Openness in the sense of allowing the flow of energy, matter, information, and organization across some boundary of a complex entity must be counterpoised by closure in the sense of restricting, modifying, or at least monitoring the flows across some boundary. Both opening and closing boundaries are absolutely necessary functions for the maintenance of the complex entity, for its internal interactions, and for its external interactions with its environment. Openness and closure work hand-in-hand in constant, irreconcilable dialog, and the life of my body and my house plays out in the dynamic tension between them. Both my house and my body have boundaries that keep the rain water out of the inside while allowing some water in. Failures of either function leads to catastrophes. A leaky roof or a burst pipe can allow water in where I don't want it and stop water where I do want it. When the plumbing breaks, the party is over. Most activity ceases until the boundaries are repaired. My body works the same. Drowning and extreme thirst both lead to catastrophes. I just googled oxygen poisoning and learned of oxygen toxicity. Apparently, this is a condition, though I've never heard of it. Too much oxygen, just like too little, is bad for my body. All life on Earth depends just as much on the flow of light from the Sun AND on the layers of atmosphere, seas, and vegetation that filter that light. The dialog between sunlight and sunshade is a constant interplay in our lives, and we absolutely need both.

Openness, then, must be managed -- either by the boundary itself (my skin or my roof) or by the complex entity that depends on the boundary (me, when I decide not to have that next beer). Both my house and my body need both more liberal impulses of openness and more conservative impulses of closure, and the mix of both depends on the internal interactions of the complex entity and the external interactions with the environment. The mix is never static; rather, it needs constant attention and care. That's the responsibility of life as a complex entity.

Finally, I have issues with the implications that some entities can be almost completely closed while some entities are almost completely open. I don't think any system in reality is ever completely open or closed. I don't think Reality itself is completely open or closed. We must always account for the interplay to some degree of interaction of the forces and components within a complex system and the forces and components without that system. Even a rock has something going inside, though it takes a very long time to emerge, and what happens inside the rock is dependent on what is happening outside the rock, between it and the environment. Over centuries, even a rock must learn to adjust to its new environment or cease to exist. A black hole may be the most nearly closed entity in all the Universe, and yet we are learning to tease information and energy from it -- if not matter or organization. And who knows what matter and organization may lie on the other side of that hole? So dialog and interplay it is all the way down, all the way out.

Well, I intended to write about all five characteristics of complex systems that Preiser lists in her dissertation, but I'm up against the boundary of post length. It appears that I will devote one post to each characteristic. So more next post about relationality, non-linearity and non-equilibrium.

Friday, November 20, 2020

The Problem of Complexity: Definition and Knowledge

I will write more about narrative theory, but I won't stop reading about complexity. I'm reading a dissertation by Rika Preiser entitled The Problem of Complexity: Re-Thinking the Role of Critique (Dec. 2012, Stellenbosch University). I find it most engaging, and I want to write about it before I forget what she says. I came across Preiser's work through her association with Paul Cilliers, who was her dissertation director until his untimely death 2011 July 31. I have read much of Cilliers, and quickly realized that he was helped greatly by two of his students Rika Preiser and Minka Woermann, both of whom I started reading. Their own work has helped me understand Cilliers. I suspect Preiser's dissertation will do the same.

In her dissertation, Preiser frames the problem of complexity in two ways:

  1. the problems with the definition of complexity, and
  2. the problems with observing, knowing, and describing complexity.
In other words, she poses an ontological question: what is complexity? and an epistemological question: how can we understand complexity?

The Idea(l)s of Complexity

Preiser insists that there is no unifying Theory of Complexity (24). At best, we can recognise a certain "economy of concepts" that arranges itself around the characteristics of complex systems to form a "commonplace structure of intelligibility" (38) that Edgar Morin calls a paradigm of complexity and Paul Cilliers calls an attitude of complexity. Preiser lists 10 common denominators that inform the various theories of complexity:
  1. The history and origins of theories of complexity are directly linked to General Systems Theory, cybernetics and artificial intelligence. 
  2. Theories of complexity follow two distinct tracks: 
    1. a track that claims complexity has the duty to measure and formalise complex systems by means of mathematical computation, called restricted complexity by Morin and Cilliers, and 
    2. a paradigm that argues that complex systems ultimately cannot be measured and calculated but remain in principle too complex to model in theoretical equations. Called general complexity by Morin and critical complexity by Cilliers. 
  3. Theories of complexity are all concerned with the study of complex phenomena in states of non-equilibrium that display characteristics of non-linearity, self organisation, and emergence and behave in a manner in which time and energy expenditure is irreversible. 
  4. Theories of complexity use technical and metaphorical vocabulary to describe complex phenomena and provide scientists with a language for dealing with complex phenomena. 
  5. Theories of complexity shift from a paradigm of classical Newtonian/Cartesian science to a non-reductionist paradigm, in direct opposition to linear, atomist, determinist and reductionist explanations of the world. 
  6. Complexity studies prefer organisation over static structures, ‘relationships over entities’, stochastic above determinist mechanism, and phenomenon in its context over isolated objects. 
  7. Complexity theories express the limits of human understanding in relation to complex natural and social phenomena and problematizes instruments and strategies used to model the relation between natural and formal systems. 
  8. Theories of complexity devise few problem-solving tools and clear-cut solution kits, but rather expose, challenge, and problematise the assumptions of conventional theories and practices. 
  9. Theories of complexity influence the way in which we do science and how we practically implement scientific findings and demand methods of inquiry and knowledge generating practices that draw from a plurality of epistemologies or positions. 
  10. Complexity discourses affect and cross-pollinate a variety of fields of study.

Describing Complexity

The general, interdisciplinary approach to complexity of Morin and Cilliers leads to Preiser's second problem: knowing and describing complexity. Study of complex systems requires a complex, interdisciplinary, integrative theoretical approach that remains critical of each approach used, challenging its own knowledge generating practices. Complex study cannot ignore its own complicity in and influences on the complex systems it studies. Once inside a system to observe it, the observer must account for being there. This is always a problem inside the problem one is trying to observe, understand, and describe. Complexity, in other words.

Preiser lists five descriptions of complex empirical phenomena that seem not to fit the traditional "Cartesian/Newtonian prescriptions of analysis" (74):
  1. Openness - Complex systems are open to their environments -- exchanging energy, matter, information, and organization -- so that according to Cilliers clearly defining the boundary of the system is problematic and is often "a function of the activity of the system itself, and a product of the strategy of description involved".
  2. Relationality, non-linearity and non-equilibrium - Complex systems are constituted relationally both inside and out, and the relations between internal components and the environment are dynamic, manifold, and nonlinear, which means that output is not directly proportional to input. The behavior of interactions is to some degree unpredictable and uncertain and functions in a state of asymmetrical non-equilibrium. The survival of complex systems depends on this nonlinear relationality.
  3. Non-homogeneity - Complex systems are comprised of a number of heterogeneous components with multiple, dynamic pathways among them that create rich and diverse interactions which become too complex to calculate. The elements and interrelationships change over time and scale.
  4. Emergence & complex causality - Because of the dynamic nature of internal and external interrelationships, complex systems manifest emergent properties that can be understood only in terms of the organizational structure of the system and not in the properties of the components. Emergent phenomena depend on and yet are independent of constituent parts and display certain properties:
    1. radical novelty: emergent phenomena are neither predictable nor deducible from micro level components, which are necessary but insufficient for understanding emergent phenomena.
    2. coherence: emergent phenomena are integrated wholes likely to maintain some identity over time.
    3. macro level: emergent phenomena occur at a macro level compared to their micro level components.
    4. dynamical: emergent phenomena are not a priori wholes but gradually appear as a complex system dynamically develops over time.
    5. ostensive: emergent phenomena show themselves and are ostensively recognized in terms of their purpose and meaningful behaviour.
    Complex systems operate through both upward and downward causation, such that emergent properties are the result of the organization and interactions of constituent parts at the micro-level but also in turn cause changes in the constituent parts.
  5. Self-organisation - Complex systems are able to evolve within themselves their internal structures in order to cope with their environments. They are able to learn and to adjust to ensure their survival.
Complexity, then, is first a problem of observing and studying complex phenomena that themselves have incalculable interrelationships and interactions and unpredictable properties and then second being able to observe only from the inside as part of the system. The observer has no objective, outside point of view, but only a subjective, inside point of view that affects -- often non-trivially -- the complex system under observation and study. The presence of a thermometer changes -- however slightly -- the temperature of the body being measured.

Following Morin's lead, Preiser  concludes by positing complexity not as a theory but as a pilot notion "that allows for an integrative theoretical approach that remains critical of the scientific assumptions that emerge from studying complex phenomena ... exposes the limits of each discipline and ... [problematizes] the status of knowledge and knowledge generating practices (75).

In my next post, I will use my own house and body to explore these five characteristics of complexity.

Sunday, November 8, 2020

The Narrative Paradigm: Good Reasons

As I think about Fisher's argument, I am more and more persuaded that the narrative paradigm helps me explain the disconnect between my arguments about Trump and the arguments of my Evangelical friends. First, we usually argue at different scales: I'm arguing from the rationalist paradigm which focuses on a narrow, prescribed perspective and they from a narrative paradigm which has a much wider reach. Let me explain.

Fisher claims that the narrative paradigm includes the rational paradigm, superseding it without negating it. He says:

I want to stress, however, that narrative rationality does not negate traditional rationality. It holds that traditional rationality is only relevant in specialized fields and even in those arenas narrative rationality is meaningful and useful. (10)
In a sense, then, narrative is the frame within which a technical reason can function. When Newton used a new technical reason (calculus) to formulate the universal laws of motion, he did so within a narrative — a frame — that relegated God to the role of watchmaker who created the mechanical world, set it running, and then was largely absent as the wheels and engines whirred reliably throughout the Universe, managing both the arc of the moon and the fall of an apple. His story didn't quite rid the Universe of God (Laplace did that a bit later), but his narrative distanced God far enough that the Universe could follow the universal laws of motion without divine interference or help. The story provides a suitable frame for Newton's technical rationality, his mathematics and calculus. All technical rationality has a similar relationship with some enfolding story, just as all systems have a similar relationship with their ecosystems.

An immediate problem with technical rationality noted by Fisher is that not all people can use any given technical rationality. I, for instance, cannot use Newton's calculus, which he devised for rationalizing the laws of motion. I assume I'm bright enough to do so, but I have not studied it. I've even forgotten most of the geometry and trigonometry that I last studied as an underclassman some 50 years ago. However, as Fisher claims, all people have access to narrative rationality with its tests of probability and fidelity. All of us can recognize good reasons for believing or not believing some story.

So what are these "good reasons" that Fisher says all human beings can recognize and use? As I understand him, Fisher examines good reasons through three lenses:
  • narrative coherence: Does the story make sense in itself, or as Caldiero says in his article Crisis Storytelling: "Is the story free of contradictions? Does it 'hang together?' Is it consistent (Fisher, 1985, pp. 349, 364)?"
  • narrative fidelity: Does the story fit well with other stories that I already know and believe? Caldiero says: "Does the story exist on the same plane as other stories the reader has experienced? What are the “truth qualities" of the story? Is the reasoning sound? How good is the reproduction of the story? What is its value (Fisher, 1985, p. 349ff; 1987)?"
  • narrative context: Both coherence and fidelity are tempered by a person's own "history, culture, and perceptions about the status and character of the other people involved (all of which may be subjective and incompletely understood)" (Narrative paradigm). Both coherence and fidelity — or what we might call the fit or feel of a story — is determined not solely by the characteristics inherent within a story but also by the life history of the people hearing the story. Stories that fit well with what people already know and value are more readily accepted. Those that don't fit require much more persuasion, if not coercion. Thus, we cannot think merely of an argument itself with its internal logic and probabilities as we can with a syllogism; rather, we must account for the ecosystem within which the argument is expressed.
Any argument about Trump that I might offer my Evangelical friends will always be tested not simply for how well it arrays and presents the facts, but also for how well it fits with stories that my friends already know and believe. Even if my argument, which itself assumes a larger story, is internally consistent and logical, my friends will reject it if it does not hang together with stories that they already know, believe, and trust to give meaning to their lives.

An easy example is my argument to Evangelicals that Trump's personal life does not meet the usual Evangelical standards for righteous living, a failing that they hated and castigated Bill Clinton for. I was raised under those standards, and I know them well. Other than his avoidance of alcohol and tobacco, Trump meets none of them. He lies, cheats, and philanders. He is vulgar in speech and habit. He is self-centered, petty, petulant, and profligate. I can produce ample evidence to support all of these claims, and my Evangelical friends simply nod, smile, and say along with Rick Perry, "Yes, isn't it miraculous how God has used Trump — the worst among us — to lead America back to the path of righteousness?" Or they might say, echoing influential Evangelical leader Jerry Falwell, Jr, "Well, we are not supporting a pastor-in-chief, but a president." Or they might join with Melania or Phyllis Schafley and say, "That's just fake news. Donald Trump's a devout family man."

I should not be surprised, though I often am. I'm certainly too often confused. In the face of all this evidence to the contrary, how can they continue to support someone who is so clearly not an Evangelical supporting their life goals?

They, of course, have a larger story that makes the facts I present irrelevant or incorrect. They first have stories from the Bible — or at least, their interpretations of those stories, which have often been reworked into a narrative more to their liking. The favorite one, of course, is King David, to whom Trump is often compared. Like Trump, David was a womanizer. He was also a murderer (as far as we know, Trump is not). Yet, David stands in the eyes of most Evangelicals as Israel's greatest king — not despite his flaws, but because of them. His flaws highlight the glory of God, who can use even a flawed human to work His Will. And God is still doing that today with Trump. This not only gives a pass to Trump's flaws but actually praises them as supports to God's glory. This view strikes me as most perverse, as it does some other Evangelicals, but most Evangelicals that I know accept some version of this story, at least well enough to swallow Trump's outrageous behavior.

But one story may not be enough, even if it's from the Bible and regularly retold in Sunday School. Fortunately, the Bible has more stories of sinners turned saints, as in the story of Saul the persecutor of Christians blinded on the road to Damascus and converted to St. Paul. But there's more.

Many Evangelicals are also familiar with the sinner-turned-preacher story of today. My own family's denomination had countless stories — often told in lurid detail by flashy evangelists in a  holy ghost revival meeting — of a flagrantly outrageous sinner suddenly blinded by God's light in a road-to-Damascus experience who gloriously turns from attacking God's kingdom to defending and expanding God's kingdom. My Evangelical friends and family see in the flesh a King David or St. Paul character in their pulpits and witness first-hand the amazing power of God to transform a miserable sinner into a glorious servant of God.

Perhaps you detect some sarcasm in this observation. I can see it myself, and I'm sorry, for I intend none.

I firmly believe in the power of religious stories to inform and transform a believer's life, and most religions teach and practice this power. For every spectacular failure of a Jerry Falwell, Jr, or Jimmy Swaggart, I see millions of people whose lives are enriched by their religious faith, and I deeply respect it. To me, this quiet, quotidian work of faith is the real story, but it lacks narrative coherence and impact. A good story needs a well-defined protagonist in conflict with exceptional forces. It's this heightened tension between good and evil that drives the story and makes it memorable (I'm in agreement with Flannery O'Connor here). Fortunately, some of these real-life heroic figures are more like St. Theresa or Billy Graham, and some are not. One character supports our faith, one does not. I think we need both for a rich, complex understanding of life.

But the question remains if and how the Trump as King David story is supported by good reasons as Fisher defines them. I think it is for those who accept the King David story as historical fact. The story is coherent, and it fits the pattern of a well-known and accepted story. Of course, the coherence and fidelity are not perfect. Trump, for instance, was not born a poor shepherd, but he has garnered a reputation for taking on and slaying giants such as China — to my mind, a reputation largely of his own fabrication, but a reputation nonetheless. And this points to a critical feature of the power of stories: once Trump becomes identified with King David, then he takes on all of the characteristics of David, including his ability to kill giants and drain the swamp.

Then, the Evangelical view of Trump as King David is well-tempered by their "history, culture, and perceptions about the status and character" of Donald Trump and the people retelling the story. My Evangelical friends know who they trust on Facebook and Twitter, and when those trusted sources retell this King David/Trump story again and again, then they believe it. Once the story begins to wear well in their hearts and minds, then evidence to support that story appears everywhere. For instance, they consider the 2016 election campaign itself: No one expected Trump to be the Republican candidate, much less the winner over Clinton. Perhaps even Trump himself didn't expect it, but he won anyway. And he won through the miracle of the Electoral College, which could only have happened through God's direct intervention. Once you accept the story, it's easy to see the Hand of God in this improbable event. Forget your statistics and the arcane machinations of the Electoral College. This was God at work to bring America back to Him. And He used Donald Trump to do it. How wonderful and glorious is that?

This brings me to thoughts about the ecosystem within which a story emerges and sustains itself. More about that later.