Differences between revisions 33 and 92 (spanning 59 versions)
Revision 33 as of 2017-05-12 09:52:58
Size: 5666
Editor: wiki
Comment:
Revision 92 as of 2020-05-28 11:26:49
Size: 9181
Editor: wiki
Comment:
Deletions are marked like this. Additions are marked like this.
Line 9: Line 9:
How is it possible to understand such complex systems? Fortunately there is already an exciting new field called Complex Adaptive Systems. The book "Complex Adaptive Systems" by John Miller and Scott Page describes the field. From the cover (quote): This first clear, comprehensive and accessible account of complex adaptive systems = whether political parties, stock markets or ant colonies - present some of the most intriguing theoretical and practical challenges confronting the social sciences (end quote). How is it possible to understand such complex systems? Fortunately there is already an exciting new field called Complex Adaptive Systems. The book "Complex Adaptive Systems" by John Miller and Scott Page describes the field. From the cover (quote): This book provides the first clear, comprehensive, and accessible account of complex adaptive social systems, by two of the field's leading authorities. Such systems--whether political parties, stock markets, or ant colonies--present some of the most intriguing theoretical and practical challenges confronting the social sciences. end quote).
Line 16: Line 16:
The preliminary schedule of the elective can be retrieved [[attachment:ComplexAdaptiveSytemsContents.pdf|here]]. The finalized schedule of the elective can be retrieved [[attachment:CAS_Schedule_20192020S2.pdf|here]].

== Deliverables ==
The deliverable as published in CANVAS:

Dear students,

The final deliverable is a report about the application of the taught Complex Adaptive Systems theory and applications to a problem of your own choice.

The report should be maximally 15 pages and be a detailed description of what has been done and what has been learned from the Complex Adaptive Systems elective and the application of the taught material to the chosen problem.

Deadline is the offical deadline as set by ID Education.

Hand in by sending per email (or for instance WeTransfer.com)

to: f.l.m.delbressine@tue.nl

the report( in pdf format) and the code used to simulate the Complex Adaptive System. In case you did not use NetLogo/SimPy/Simulink please state explicitly what has been used to simulate your model and where this simulation program can be obtained.

F. Delbressine

2020-04-16

== Rubric ==
You can find the rubric for the course [[attachment:CASRubric.docx|here]].
Line 19: Line 43:
M. Rauterberg, lecture sheets and documentation: M. Rauterberg's introductory lectures, lecture sheets and documentation:
Line 23: Line 47:
 1. Lecture sheets: [[attachment:DDM110_CAS intro-1.pdf]] , [[attachment:DDM110_CAS intro-2.pdf]]  1. Lecture sheets: [[attachment:DDM110_CAS intro-1.pdf]] [[attachment:DDM110_CAS intro-2.pdf]]
Line 29: Line 53:
L. Feijs, lecture sheets and documentation:  1. [[attachment:Midgley-2000 Systemic_Intervention.pdf|Midgley G., Systemic Intervention, 2000]]
Line 31: Line 55:
 1. slides of first lecture on cellular automata [[attachment: Cellular automata intro feijs.pptx|Cellular automata intro feijs.pptx]]  1. Addition references: [[http://www.idemployee.id.tue.nl/g.w.m.rauterberg/lecturenotes/DDM110%20CAS/default.html|http://www.idemployee.id.tue.nl/g.w.m.rauterberg/lecturenotes/DDM110%20CAS/default.html]]
Line 33: Line 57:
 1. paper on snobs and stochastic automata [[attachment: 2Dminority.pdf|2Dminority.pdf]] L. Feijs', lecture sheets and documentation:
Line 35: Line 59:
 1. paper by Loe and Marina on automata for fashion [[attachment: 170420 CellularAutomatonForHoudstoothV8.pdf|170420 CellularAutomatonForHoudstoothV8.pdf]]  1. Slides of lecture on complexity [[attachment:whatIsComplexity2020.pdf]]
Line 37: Line 61:
F. Delbressine, lecture sheets and documentation:  1. Programs used in the lecture [[attachment:programs.zip|programs.zip]]
Line 39: Line 63:
 1. [[attachment:LinearSystemsBehaviour|Linear Systems]],  1. Slides of lecture on cellular automata part 1[[attachment:Cellular Automata (part 1).pdf|Cellular Automata (part 1).pdf]]
Line 41: Line 65:
 1. PID control,  1. Slides of lecture on cellular automata part 2[[attachment:Cellular Automata (part 2).pdf|Cellular Automata (part 2).pdf]]

 1. Shannon's 1948 paper [[attachment: shannon1948.pdf|shannon1948.pdf]]

 1. Kolmogorov's 1968 paper [[attachment: kolmogorov1968.pdf|kolmogorov1968.pdf]]

 1. Wolfram's 1984 paper [[attachment: wolfram1984.pdf|wolfram1984.pdf]]

 1. Link to Troy's Life of Fashion Trends [[https://thelifeoffashiontrends.wordpress.com/|thelifeoffashiontrends]]

 1. Paper by Lucas Haude "Creating an interaction with cellular automata for science and technology museums" [[attachment: haude_paper.pdf|haude_paper.pdf]]

 1. Reference: Haude, L. "Creating .. museums", Proceedings of The 17th Int. Conf. on Applied Mathematics (Aplimat), Feb 6–8, 2018, Bratislava.

 1. Paper by Loe and Marina on automata for fashion [[attachment: 170420 CellularAutomatonForHoundstoothV8.pdf|170420 CellularAutomatonForHoundstoothV8.pdf]]

 1. Reference: Feijs, L., Toeters, M. (2017). A cellular automaton for pied-de-poule (houndstooth). Bridges 2017 (pp. 403-406).

 1. Slides of oscillators lecture [[attachment:oscillators2020.pdf|oscillators2020.pdf]]

 1. Simulation of quadratic mapping x.4.(x-1) in Excel [[attachment:quadratic.xlsx]]

 1. Paper by Loe and Marina on chaos theory for fashion [[attachment: Bridges2019.pdf|Bridges2019.pdf]]

 1. Slide by Loe before midterm session (Developing a model) [[attachment:DevelopingAModel.pdf|DevelopingAModel.pdf]]

F. Delbressine's, lecture sheets and documentation:

 1. [[attachment:LinearSystemsBehaviour.pdf|Linear Systems]],

 1. [[http://www.youtube.com/watch?v=XfAt6hNV8XM|PID control]],

 1. [[attachment:FeedbackAndServos.pdf|Feedback and servos]],
Line 43: Line 99:
 1. [[attachment:GripOnComplexity.pdf|Grip on Complexity]]
Line 44: Line 101:
 1. [[attachment:NatureAsInventor.pdf|Nature as Inventor, Y. Poelman]]
 1. [[attachment:DiscreteEventSimulation.pptx|Discrete Event Simulation]] presentation & [[attachment:BankWaitingSimPy.pdf|example code]]
 1. [[attachment:Continuous Simulations.pdf|Continuous Simulation]] presentation.
Line 52: Line 112:
 1. !NetLogo 4.0.3 Code Snippets: [[attachment:NetlogoCodeSnippets.pdf]]
Line 56: Line 118:
 1. [[attachment:Essays on Cybernetics - Foerster-2003.pdf|Foerster von H]].,  Understanding Understanding: Essays on Cybernetics and Cognition, Springer- Verlag, New York, 2003.  1. [[attachment:Essays on Cybernetics - Foerster-2003.pdf|Foerster von H]]., Understanding Understanding: Essays on Cybernetics and Cognition, Springer- Verlag, New York, 2003.
Line 60: Line 122:
 1. Miller J.H. , Page S.E. , Complex Adaptive Systems, An Introduction to Computational Models of Social Life, Princeton University Press, 2007.  1. [[attachment:Miller-Page-2007 CAS into.pdf|Miller J.H. , Page S.E. , Complex Adaptive Systems, An Introduction to Computational Models of Social Life, Princeton University Press, 2007]].
Line 64: Line 126:
 1. Wolfram S., [[https://www.wolframscience.com/nksonline/toc.html|A New Kind of Science]], Wolfram Media, 2002.  1. Wolfram S., [[https://www.wolframscience.com/nksonline/toc.html|A New Kind of Science]], Wolfram Media, 2002. [[attachment:Wolfram-2002 New-Kind-of-Science.pdf|pdf]]
Line 79: Line 141:
 1. [[attachment:Science-2020 corvid.pdf|Covid 2019 and modelling.]]

Complex Adaptive Systems

Industrial Design is not just about individuals interacting with isolated devices. People act in social networks via a wide variety of social media and mobile internet platforms and internets of things. People, communities and platforms co-evolve. No single stakeholder has full control over these systems, their evolution or their behavior. Yet it is important that designers participate in, or even lead the design and evolution of these systems, addressing values, feasibility, usability and aesthetics, even before these systems are in operation. The learning objectives are to understand the nature of complex adaptive systems, to know examples and to master tools for analyzing the complexities by simulation

Content

How is it possible to understand such complex systems? Fortunately there is already an exciting new field called Complex Adaptive Systems. The book "Complex Adaptive Systems" by John Miller and Scott Page describes the field. From the cover (quote): This book provides the first clear, comprehensive, and accessible account of complex adaptive social systems, by two of the field's leading authorities. Such systems--whether political parties, stock markets, or ant colonies--present some of the most intriguing theoretical and practical challenges confronting the social sciences. end quote).

In our view, this is not only important for the social sciences, it is even more important for contemporary and future industrial design. Miller and Page show (quote) how to combine ideas from economics, political science, biology, physics and computer science to illuminate topics in organization, adaptation, decentralization and robustness. They also demonstrate how the usual extremes used in modeling can be fruitfully transcended, allowing the investigation of systems composed of moderate numbers of interacting and thoughtful, but not perfect, agents across a variety of important domains (end quote).

In this master course Matthias Rauterberg, Loe Feijs and Frank Delbressine will guide you through this new field

Schedule

The finalized schedule of the elective can be retrieved here.

Deliverables

The deliverable as published in CANVAS:

Dear students,

The final deliverable is a report about the application of the taught Complex Adaptive Systems theory and applications to a problem of your own choice.

The report should be maximally 15 pages and be a detailed description of what has been done and what has been learned from the Complex Adaptive Systems elective and the application of the taught material to the chosen problem.

Deadline is the offical deadline as set by ID Education.

Hand in by sending per email (or for instance WeTransfer.com)

to: f.l.m.delbressine@tue.nl

the report( in pdf format) and the code used to simulate the Complex Adaptive System. In case you did not use NetLogo/SimPy/Simulink please state explicitly what has been used to simulate your model and where this simulation program can be obtained.

F. Delbressine

2020-04-16

Rubric

You can find the rubric for the course here.

Lectures

M. Rauterberg's introductory lectures, lecture sheets and documentation:

  1. Introduction to Complex Adaptive Systems: Complex Adaptive Systems.pdf

  2. Lecture sheets: DDM110_CAS intro-1.pdf DDM110_CAS intro-2.pdf

  3. Bateson G.

  4. Understanding understanding.

  5. Midgley G., Systemic Intervention, 2000

  6. Addition references: http://www.idemployee.id.tue.nl/g.w.m.rauterberg/lecturenotes/DDM110%20CAS/default.html

L. Feijs', lecture sheets and documentation:

  1. Slides of lecture on complexity whatIsComplexity2020.pdf

  2. Programs used in the lecture programs.zip

  3. Slides of lecture on cellular automata part 1Cellular Automata (part 1).pdf

  4. Slides of lecture on cellular automata part 2Cellular Automata (part 2).pdf

  5. Shannon's 1948 paper shannon1948.pdf

  6. Kolmogorov's 1968 paper kolmogorov1968.pdf

  7. Wolfram's 1984 paper wolfram1984.pdf

  8. Link to Troy's Life of Fashion Trends thelifeoffashiontrends

  9. Paper by Lucas Haude "Creating an interaction with cellular automata for science and technology museums" haude_paper.pdf

  10. Reference: Haude, L. "Creating .. museums", Proceedings of The 17th Int. Conf. on Applied Mathematics (Aplimat), Feb 6–8, 2018, Bratislava.
  11. Paper by Loe and Marina on automata for fashion 170420 CellularAutomatonForHoundstoothV8.pdf

  12. Reference: Feijs, L., Toeters, M. (2017). A cellular automaton for pied-de-poule (houndstooth). Bridges 2017 (pp. 403-406).
  13. Slides of oscillators lecture oscillators2020.pdf

  14. Simulation of quadratic mapping x.4.(x-1) in Excel quadratic.xlsx

  15. Paper by Loe and Marina on chaos theory for fashion Bridges2019.pdf

  16. Slide by Loe before midterm session (Developing a model) DevelopingAModel.pdf

F. Delbressine's, lecture sheets and documentation:

  1. Linear Systems,

  2. PID control,

  3. Feedback and servos,

  4. Physics revisited,

  5. Grip on Complexity

  6. Braitenberg vehicles,

  7. Nature as Inventor, Y. Poelman

  8. Discrete Event Simulation presentation & example code

  9. Continuous Simulation presentation.

  10. NetLogo presentation

  11. NetLogo software download site: http://ccl.northwestern.edu/netlogo//,

  12. NetLogo programming guide: NetLogo 6.0.1 User Manual- Programming Guide.pdf

  13. NetLogo 6.0 Quick Guide: NetLogo-6-0-QuickGuide.pdf

  14. NetLogo 4.0.3 Code Snippets: NetlogoCodeSnippets.pdf

Literature

  1. Bateson G., Steps to an Ecology of Mind, Ballantine Books, Ney York, 1972.

  2. Braitenberg V. , Vehicles. Experiments in Synthetic Psychology, The MIT Press, Cambridge, Massachusetts, 1984.
  3. Foerster von H., Understanding Understanding: Essays on Cybernetics and Cognition, Springer- Verlag, New York, 2003.

  4. Holland J. , Complex Adaptive System, Daedalus, 1992.

  5. Holland J. , Complexity, A Very Short Introduction, Oxford University Press, 2014.
  6. Miller J.H. , Page S.E. , Complex Adaptive Systems, An Introduction to Computational Models of Social Life, Princeton University Press, 2007.

  7. Vermeer B., Grip on Complexity, How Manageable are Complex Systems?, NWO, The Hague, 2014.

  8. Wilenski U., Rand W., An Introduction to Agent-Based Modelling, The MIT Press, Massachusetts, 2015.
  9. Wolfram S., A New Kind of Science, Wolfram Media, 2002. pdf

  1. Complex Adaptive Systems videos: http://www.youtube.com/watch?v=7art8jsjlOI&index=2&list=PLsJWgOB5mIMCiKZu61rKFT_-TncWzylN8

  2. Netherlands Organisation for Scientific Research, Grip on Complexity, How Manageable are Complex Systems?.

  3. Braitenberg vehicles: http://www.youtube.com/watch?v=oBc_BHxw78s

  4. Examples of PID control: http://www.youtube.com/watch?v=XfAt6hNV8XM

  5. NetLogo, agent-based simulation software: http://ccl.northwestern.edu/netlogo//

  6. Loe's patent on agent-based media player: US2007050262A1.pdf

  7. Covid 2019 and modelling.

This wiki is powered by MoinMoin.

ComplexAdaptiveSystems: FrontPage (last edited 2020-05-28 11:26:49 by wiki)