This course is intended for anyone with an interest in complex systems. For this introductory course, there are no prerequisites, and no science or math background is necessary. The level will be similar to that of an interdisciplinary undergraduate class, though the topics are broad enough to be of interest to people ranging from high school students to professionals.To register to earn a certificate of completion, go here. One can watch the course videos without registering, though one won't take the final nor be able to participate in the student forum.
Free MOOC course: Introduction to Complexity
In association with the Santa Fe Institute, Melanie Mitchell will teach a free online course called Introduction to Complexity starting on January 28, 2013. Mitchell has been working in complex systems research for years. Her Ph.D. advisors were Doug Hofstadter of Gödel, Esher, Bach fame and John Holland, a towering figure in the study of complex adaptive systems, which is the title of his influential 1975 book.
According to the intro video and the course FAQ, it's is aimed at non-specialists:
Hat tip to Sean Carroll.
48 Comments
Richard B. Hoppe · 26 December 2012
Hm. I just noticed that the course is supported by a grant from the John Templeton Foundation. Weird.
Mike Elzinga · 26 December 2012
I tend to be a bit suspicious of such hand-waving courses. If what we see in the popularizations of this area is any indication, this is the kind of course that can lead to all sorts of woo-woo extrapolations away from fundamental physics and chemistry.
We already see “information” being misused to “overcome” the laws of physics to produce complexity: yet there are never any equations that tell us how this information pushes atoms and molecules around, or how the effects of information vary with distance.
I have nothing against the study of complexity; I have used some of these ideas in my own research. But much of what is still coming out of this field, while interesting and useful, is still of a phenomenological nature. It is mostly descriptive; and without the mathematics, it is hard to see how the course will be able to relate any of this to the actual forces and energies of interaction that connect it with the fundamentals of chemistry and physics.
In the hands of naive laypersons, this kind of course could easily be misinterpreted as support for more junk science.
Richard B. Hoppe · 26 December 2012
Joe Felsenstein · 26 December 2012
I would not expect Melanie Mitchell to engage in any woo -- perhaps the Templeton Foundation is mistakenly hoping for it.
The Santa Fe Institiute approach to Complexity tries to find generalizations that will apply to all or most complex systems. This goal has been elusive so far, except for one generalization: things can get very complicated and behavior that you might think was brought about by natural selection or by design can sometimes simply arise as a byproduct of complex systems connected at random.
Frequently courses like this investigate particular classes of complex systems and show some of the particular unusual behaviors that occur in them.
But if you want useable generalizations that apply to all (or even most) complex systems, you will have a hard time finding them.
I don't have time to be one of the MOOChers who take the course, but it would be interesting if someone who does take it could report back here at the end of the course on what generalizations about the behavior of complex systems have been discovered.
Richard B. Hoppe · 26 December 2012
Joe, is the (apparently) widespread occurrence of small world networks one such generalization?
SWT · 26 December 2012
I'm considering taking the class. Looks like woo-free fun; my hope is that there will be enough hands-on simulation examples to clarify, for example, how systems can spontaneously self-organize. The trick is to do this in a way that will make sense to a "survey course" audience.
My other hope is that some of our resident design advocates will take the class and perhaps learn a little bit about the topics they claim they're interested in. Steve P., you listening?
Mike Elzinga · 26 December 2012
I didn’t mean to come across as impugning the reputations of Melanie Mitchell and the Santa Fe Institute; I know they do good work out there. I read the syllabus before I made my comment.
As I said, I have made use of this some of this stuff in some of my own research. The patterns of complex behavior and the emergence of new phenomena from that complexity have lent themselves to some fine mathematical analysis as well as giving new perspectives on complex behavior.
You can trace this stuff back to Henri Poincaré (chaos theory), to Simon Newcomb, to Frank Benford (Benford’s Law), to percolation theory and scaling, Mandelbrot and fractals. There are all the fine rules and mathematical relationships that get folded into the heuristics that allow for analysis everything from the stock market, to large computer networks, neural networks, the nervous system; that allow for control of cardiac arrhythmias, and a whole lot of practical stuff. Yes, it’s neat stuff; I know, I’ve used it.
On the other hand, the field of complexity is getting a lot of abuse in the popular media. The ID/creationists are among the worst abusers – no surprise; they abuse everything – and they are getting most of their information from the popular media just as they got their misinformation from the popular media about chemistry, physics, and biology.
As with any complex field, I have some reservations about courses like this that don’t have any prerequisites. They are often well-intentioned; and they are often part of the generalized educational component of a college education. I have some bad memories of how courses like this contributed to spreading misconceptions about physics and chemistry; especially things like entropy and the second law.
The popularizations of this field I see in the bookstores leave the impression that there are some forms of “new forces” or “energies” being discovered that override the laws of chemistry and physics. This is especially true of popular abuses of the concept of emergence.
My apologies if I came off as a bit crabby (I’m going into my 5th week with the shingles; but I didn’t think it was affecting my writing); but I still think there is potential in such a course for misinterpretation and misrepresentation despite the best of intentions and the best of talent teaching the course. Popularizations are extremely difficult to pull off; and most of them spread misconceptions (maybe it's some kind of new law).
Joe Felsenstein · 26 December 2012
harold · 26 December 2012
harold · 26 December 2012
Mike Elzinga · 26 December 2012
harold · 26 December 2012
phhht · 26 December 2012
One popular mathematics writer who was as good as they come by any measure was David Foster Wallace (Everything and More: A Compact History of Infinity) - and he uses a good deal of math.
Mike Elzinga · 26 December 2012
Chris Lawson · 26 December 2012
Mike,
Sorry to hear about the shingles -- bloody awful thing to have. I think, though, that you're being too harsh here. Sure it's a popularisation, and by definition that means they'll skim over or simplify some critical concepts, but they can still do a good job of covering the fundamental concepts, some real-life examples, and if they are smart, common misconceptions. And sure, creationists will either ignore it or do the course for the sole purpose of finding erroneous justifications for their own fallacies -- but this is equally true of books by Gould, Hawking, Darwin, Maynard Smith, and so on, all of which have been grist for the creationist quote-mill.
My only real qualm is that it's supported by the Templeton Foundation, but having just looked over the lecture titles it looks pretty solid and I'm willing to give them the benefit of the doubt until such time as I see actual evidence of shonky misapplication of complexity in the course.
Mike Elzinga · 26 December 2012
Mike Elzinga · 26 December 2012
Rolf · 27 December 2012
Thank heaven for writers able to convey understanding of complex subjects without resorting to math. Were it not for them I would not be who I am. Ohm's law may be very basic and trivial but the principles of electricity may well be understood without math. But the law has been a very handy tool. I realize things may be somewhat trickier with quantum physics, but I have no need to handle elementary particles.
harold · 27 December 2012
harold · 27 December 2012
I should add that Asimov's book is well known to be riddled with minor errors and, in most editions, typos.
It's also well known for causing young people who read it to develop a strong interest in science.
But enough about that.
Frank J · 27 December 2012
Mike Elzinga · 27 December 2012
Rolf · 27 December 2012
At 82 there isn't much I need to learn and I find that learnig takes more effort than it used to. I tell myself that my understanding of TD is good enough for my needs, but I would rather make an attempt at getting further into it than watching TV - that's more like a duty I have to suffer for family reasons and I prefer reading some science book instead, the best of them are good for several readings, when I don't sneak off to PT etc.
Any suggested reading on TD?
BTW, the Swedish language got a new word: ungoogleable.
Just Bob · 27 December 2012
The legend is that when Hawking was writing A Brief History of Time, his publisher told him that every mathematical formula that he included would cut his readership by something like 30% (IIRC).
The only one he included was that rather famous 3-term one by Einstein.
TomS · 28 December 2012
Chris Lawson · 28 December 2012
Mike Elzinga · 29 December 2012
Speaking of complexity, I watched Steven Meyer’s talk at Cambridge (I don’t recommend it, it was a complete waste of time); and the main thing that comes to mind is the saying, “If an ID/creationist tells you the sky is blue, you need to go outside and check.”
ID/creationists have never conveyed the concepts or processes of science properly; they always get it wrong. In his talk, Meyer wallows in this tactic all the way through.
Meyer reifies the metaphor of “information” as it has been used in describing the complexities and processes in the cell. He is purporting to find that “intelligence” is the only explanation for what is basically a projection on the part of human minds of information onto biological complexity.
“Information” is what some scientists are using to link the patterns that they see; it doesn’t mean that this “information” is really there. It lies in the relationships that scientists are observing and attempting to organize in their descriptions. It’s a metaphor only. One can equally as well use the language of “information” in the description of just about any complex phenomenon.
Bill Maz · 1 January 2013
fnxtr · 1 January 2013
harold · 1 January 2013
Mike Elzinga · 1 January 2013
Paul Burnett · 2 January 2013
Bill Maz · 2 January 2013
harold · 2 January 2013
DS · 2 January 2013
Bill,
Excuse me, but you seem to be saying that a human brain cannot be destroyed. Is that correct? If so, I can propose an experiment to test that hypothesis. And, even if that were correct, how is that in any way a problem for evolutionary theory?
Bill Maz · 2 January 2013
eric · 2 January 2013
harold · 2 January 2013
stevaroni · 2 January 2013
Mike Elzinga · 2 January 2013
eric · 2 January 2013
Henry J · 2 January 2013
If a black hole swallows a bunch of negatively charged particles, does it then have an electric field that attracts positively charges (in addition to its gravitational attraction for those particles), or does its gravity prevent photons from transferring the energy that would actually produce the electrical attraction?
eric · 2 January 2013
Mike Elzinga · 2 January 2013
prongs · 2 January 2013
Henry J · 3 January 2013
Interesting. So matter that gets pulled in after the black hole forms stays essentially on the outside, for the foreseeable future (i.e., until dark energy messes things up).
That would leave any net charge in the star before it collapsed into a black hole; presumably those charges would be unable to affect stuff on the outside?
There's also the question of what happens when two black holes collide; could that push stuff waiting on the outside of each into the interior of the black hole?
Henry
prongs · 3 January 2013
SWT · 13 February 2013
In case anyone cares, I just enrolled in this MOOC and have been through the first three video segments. So far, it looks like a good fact-based introduction to the topic, including some initial emphasis on emergent properties; content has so far been consistent with my previous knowledge of the topic.
My plan is to post updates here every now and then as my own academic obligations allow.
I am curious -- are any other PT regulars taking the course? I'd be interested your reactions to the course.