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This has been a topic of interest for me for almost a decade so far. See also: non-linear dynamics, dynamical systems The study of Complexity in the US Scienc
by oriel 2y ago
This has been a topic of interest for me for almost a decade so far.
See also: non-linear dynamics, dynamical systems
The study of Complexity in the US Sciences is fairly recent, with the notable kickoff of the Santa Fe Institute [1]. They have all the resources there, from classes to scientific conferences.
A few book recommendations I've picked up over the years:
- Lewin, Complexity: Life at the Edge of Chaos [2] (recommended for a gentle introduction with history)
- Gleick, Chaos: Making a New Science [3]
- Holland, Emergence: From Chaos To Order [4]
- Holland, Signals and Boundaries: Building Blocks for Complex Adaptive Systems [5]
- Holland, Hidden Order: How Adaptation Builds Complexity [6] (unread but part of the series)
- Miller, Complex Adaptive Systems: An Introduction to Computational Models of Social Life [7]
- Strogatz, Nonlinear Dynamics And Chaos: With Applications To Physics, Biology, Chemistry, And Engineering [11] (edit: forgot i had this on my desk)
Also a shoutout to Stephen Wolfram, reading one of his articles [8] about underlying structures while stuck at an airport proved to be a pivotal moment in my life.
- Wolfram's New Kind of Science, as an exploration of simple rules computed to the point of complex behavior. [9]
- Wolfram's Physics Project, a later iteration on NKS ideas with some significant and thorough publication of work. [10]
Links:
[1] https://www.santafe.edu/ https://www.santafe.edu/
[2] https://www.amazon.com/gp/product/0226476553 https://www.amazon.com/gp/product/0226476553
[3] https://www.amazon.com/gp/product/0143113453 https://www.amazon.com/gp/product/0143113453
[4] https://www.amazon.com/gp/product/0738201421 https://www.amazon.com/gp/product/0738201421
[5] https://www.amazon.com/gp/product/0262525933 https://www.amazon.com/gp/product/0262525933
[6] https://www.amazon.com/Hidden-Order-Adaptation-Builds-Complexity/ https://www.amazon.com/Hidden-Order-Adaptation-Builds-Comple...
[7] https://www.amazon.com/gp/product/0691127026 https://www.amazon.com/gp/product/0691127026
[8] https://writings.stephenwolfram.com/2015/12/what-is-spacetime-really/ https://writings.stephenwolfram.com/2015/12/what-is-spacetim...
[9] https://www.wolframscience.com/nks/ https://www.wolframscience.com/nks/
[10] https://wolframphysics.org/ https://wolframphysics.org/
[11] https://www.amazon.com/Nonlinear-Dynamics-Chaos-Applications-Nonlinearity/dp/0738204536 https://www.amazon.com/Nonlinear-Dynamics-Chaos-Applications...
- CPLX 2y agoAbout 30 years for me. As my username might suggest. To this already excellent list I would add that the Santa Fe Institute (mentioned above) is continually putting out new work and papers on this topic. Examples here: https://www.santafe.edu/research/results/books https://www.santafe.edu/research/results/books
- westurner 2y agoComplex, nonlinear - possibly adaptive - systems with or without convergence but emergence, and structure! Convergence: https://en.wikipedia.org/wiki/Convergence https://en.wikipedia.org/wiki/Convergence > STEM Emergence: https://en.wikipedia.org/wiki/Emergence https://en.wikipedia.org/wiki/Emergence Stability: https://en.wikipedia.org/wiki/Stability https://en.wikipedia.org/wiki/Stability Stability theory: https://en.wikipedia.org/wiki/Stability_theory https://en.wikipedia.org/wiki/Stability_theory Glossary of systems theory: https://en.wikipedia.org/wiki/Glossary_of_systems_theory https://en.wikipedia.org/wiki/Glossary_of_systems_theory
- myth_drannon 2y agoI never understood why so many hate "New Kind of Science"... Just ordered it and will form my own opinion.
- dexderp 2y agoThanks for posting these resources. I've been meaning to look more deeply into the field. I read a popular science book on it in the past and always desired to ascertain a more formal understanding.