CMPE 58b Complex Systems (3+0+0) 3
Bingol - 2006 Fall



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Syllabus

InstructorDr. Haluk Bingöl, bingol@boun.edu.tr, x7121, HKC 213
Assistant none
Web sitehttp://www.cmpe.boun.edu.tr/courses/cmpe58b
Time/RoomWWW123 / HKC 203
First Meeting04.10.2005/09:00
Text Book none
Grading 35% Paper Presentation
35% Project
30% Contribution to discussions & Homeworks & Attendance
Course Outline Investigation of different approaches to the understanding of the complex systems. This course covers a broad range of fundamental topics relevant to the study of complex systems. The course work involves weekly readings and discussion of papers and selections from books. The readings focus on "classics" in the complex systems literature, in order to give students a broad, general understanding for the variety of work that falls under the rubric of complex systems. Topics to be covered will include evolutionary systems, self-organized criticality, measures of complexity, approaches to modeling complex adaptive systems, and emergence.

The goals of this course are, roughly:

  • exposure to a broad view of complex systems topics
  • learn a common language and set of concepts
  • - build a community of students interested in complex systems studies
  • have fun reading and discussing some really interesting material!

The challenges to making this a successful course include:

  • students with very different backgrounds and skills
  • students with different interests
  • the breadth of complex systems as a field of study

    NOTE WELL: This course is *really* a discussion class:

    • I'm not going to lecture, nor lead the discussions.
    • I expect students will do the readings and drive the discussion.
    • You MUST participate in the discussions to do well.
    • I expect students will be asking *and answering* questions about terms, ideas, concepts that are unfamiliar to them.
    • This course always has students from many disciplines, so in general some students know (or can quickly learn) about one or another of the topics we cover. I expect students to share their knowledge with the rest of the class as the opportunity and need arises!
    • Also remember: make browsers your friends! you can easily find short intro's to most topics we cover with a quick search.

    Also note: this course is always A Work in Progress!! It is designed to meet as many of the above goals/needs as possible---with *your* help! Thus *suggestions on readings* are always welcome!

    Grading:

    • Discussions -- seriously!!
      Includes leading the discussion for some class sessions, attending regularly and participating in the discussions (with questions,comments).
      ** Attendance matters!
      ** Participation matters more!! Ask questions, answer questions, make comments.
    • Paper presentation
      (Summary/commentary/critique of readings, some from class, but most covering material not read in class.)
    • Project Presentations
      We will also use a few classes for students to briefly present a summary of their mid-term papers (eg 10-12 minutes each). Students have enjoyed this very much, as it gives them a chance to learn what is of interest to others in the class, and it gives them a chance to learn about areas not covered in class. These presentations have led to very useful interactions.

      borrowed from CSCS 501: Basic Readings in Complex Systems of U. Michigan

  • Prerequisites Solid background on Discrete Mathematics, Graph Theory, Probability
    Keywords for web search complex systems, self-organizing systems, game of life, forest fires, naming game
    References

    Sync
    Steven Strogatz
    Hyperion, 2003, [Q172.5.S96.S87]

    Hidden Order
    John h. Holland
    Basic Books, 1995, [TJ217.H64]

    Complexity
    M. Mitchell Waldrop
    Touchstone, 1992, [QA175.W258]

    Emergence
    Steven Johnson
    Scribner, 2001, [QA325.J65]

    Self-Organized Criticality
    Hendrik Jeldtoft Jensen
    Cambridge University Press, 1998, [QC173.4.C74J46]

    Theory of Self-Reproducing Automata
    John von Neumann
    University of Illinois Press, 1966, [QA267.V55]

    Cellular Automata and Complexity
    Stephen Wolfram
    Westview Press, 1994, [QA267.5.C45W65]

    Dynamics of Complex Systems
    Yaneer Bar-Yam
    Perseus, 1997, [QH323.5.B358]