Skip to main content

About Engineering Complex Systems: Multiscale Analysis and Evolutionary Engineering

  • Conference paper
Engineering Self-Organising Systems (ESOA 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3464))

Included in the following conference series:

Abstract

We describe an analytic approach, multiscale analysis, that can demonstrate the fundamental limitations of decomposition based engineering for the development of highly complex systems. The planning based process is limited by the interdependence of components and communication between design teams. Thus, the construction of many highly complex systems should be pursued by strategies modeled after biological evolution, or market economies, where extensive planning is forsaken and multiple parallel design efforts compete for adoption through testing in actual use.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bar-Yam, Y.: Making Things Work; Solving complex problems in a complex world. NECSI Knowledge Press (2004)

    Google Scholar 

  2. Braha, D., Minai, A., Bar-Yam, Y. (eds.): Engineered Complex Systems. NECSI Knowledge Press (2004)

    Google Scholar 

  3. Bar-Yam, Y.: Enlightened Evolutionary Engineering / Implementation of Innovation in FORCEnet, Report to Chief of Naval Operations Strategic Studies Group (Brief 2002)

    Google Scholar 

  4. Bar-Yam, Y.: When Systems Engineering Fails — Toward Complex Systems Engineering. In: International Conference on Systems, Man & Cybernetics, vol. 2, pp. 2021–2028. IEEE Press, Piscataway (2003)

    Google Scholar 

  5. Braha, D., Maimon, O.: Mathematical Theory of Design: Foundations, Algorithms and Applications. Kluwer, Boston (1998)

    MATH  Google Scholar 

  6. Bar-Yam, Y.: Dynamics of Complex Systems. Perseus, Reading (1997)

    MATH  Google Scholar 

  7. Bar-Yam, Y.: General Features of Complex Systems. In: Encyclopedia of Life Support Systems (EOLSS), UNESCO. EOLSS Publishers, Oxford (2002)

    Google Scholar 

  8. Bar-Yam, Y.: Complexity rising: From human beings to human civilization, a complexity profile. In: Encyclopedia of Life Support Systems (EOLSS), UNESCO. EOLSS Publishers, Oxford (2002)

    Google Scholar 

  9. Bar-Yam, Y.: Unifying Principles in Complex Systems. In: Roco, M.C., Bainbridge, W.S. (eds.) Converging Technology (NBIC) for Improving Human Performance. Kluwer, Dordrecht (2003)

    Google Scholar 

  10. Bar-Yam, Y.: Multiscale Variety in Complex Systems. Complexity 9(4), 37–45 (2004)

    Article  MathSciNet  Google Scholar 

  11. Bar-Yam, Y.: A Mathematical Theory of Strong Emergence using Multiscale Variety. Complexity 9(6), 15–24 (2004)

    Article  MathSciNet  Google Scholar 

  12. Bar-Yam, Y.: Multiscale Complexity / Entropy. Advances in Complex Systems 7, 47–63 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  13. Gheorghiu-Svirschevski, S., Bar-Yam, Y.: Multiscale analysis of information correlations in an infinite-range, ferromagnetic Ising system. Phys. Rev. E70, 66115 (2004)

    Google Scholar 

  14. Standish Group International, The CHAOS Report (1994)

    Google Scholar 

  15. Lynn, G.S., Morone, J.G., Paulson, A.S.: Marketing and discontinuous innovation: The probe-and-learn process. California Management Rev. 38(3), 8–36 (1996)

    Google Scholar 

  16. Veryzer, R.W.: Discontinuous innovation and the new product development process. J. Product Innovation Management 15, 304–321 (1998)

    Article  Google Scholar 

  17. DoD Directive 5000.1. The Defense Acquisition System (May 12 , 2003)

    Google Scholar 

  18. See e.g. Agile Software Development, CrossTalk, vol. 15(10) (October 2002)

    Google Scholar 

  19. Pich, M.T., Loch, C.H., De Meyer, A.: On Uncertainty, Ambiguity and Complexity in Project Management. Management Science 48, 1008–1023 (2002)

    Article  Google Scholar 

  20. Galbraith, J.: Designing Complex Organizations. Addison-Wesley, Reading (1973)

    Google Scholar 

  21. Hayek, F.A.: The Road to Serfdom. Routledge (1944)

    Google Scholar 

  22. March, J.G., Simon, H.A.: Organizations, 2nd edn. John Wiley & Sons, New York (1958)

    Google Scholar 

  23. Mintzberg, H.: The Structuring of Organizations. Prentice-Hall, Englewood Cliffs (1979)

    Google Scholar 

  24. Birman, I.: Personal Consumption in the USSR and the USA. Palgrave Macmillan, Basingstoke (1989)

    Google Scholar 

  25. Committee on Transportation and Infrastructure Computer Outages at the Federal Aviation Administration’s Air Traffic Control Center in Aurora, Illinois [Field Hearing in Aurora, Illinois] hpw104-32.000 HEARING DATE: 09/26/1995

    Google Scholar 

  26. U.S. House Committee on Transportation and Infra-structure,.FAA Criticized For Continued Delays In Modernization Of Air Traffic Control System (March 14, 2001)

    Google Scholar 

  27. Sobek, D.K., Ward, A.C., Liker, J.K.: Toyota’s principles of set-based concurrent engineering. Sloan Management Rev. 40, 67–83 (1999)

    Google Scholar 

  28. Rauch, E., Sayama, H., Bar-Yam, Y.: The role of time scale in fitness. Phys. Rev. Lett. 88, 228101–228104 (2002)

    Article  Google Scholar 

  29. Werfel, J.K., Bar-Yam, Y.: The evolution of reproductive restraint through social communication. PNAS 101, 11019–11024 (2004)

    Article  Google Scholar 

  30. Bar-Yam, Y.: Formalizing the gene centered view of evolution. Advances in Complex Systems 2, 277–281 (1999)

    Article  Google Scholar 

  31. Fogel, L.J., Owens, A.J., Walsh, M.J.: Artificial Intelligence through Simulated Evolution. Wiley, New York (1966)

    MATH  Google Scholar 

  32. Holland, J.H.: Adaptation in Natural and Artificial Systems, 2nd edn. MIT Press, Cambridge (1992)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bar-Yam, Y. (2005). About Engineering Complex Systems: Multiscale Analysis and Evolutionary Engineering. In: Brueckner, S.A., Di Marzo Serugendo, G., Karageorgos, A., Nagpal, R. (eds) Engineering Self-Organising Systems. ESOA 2004. Lecture Notes in Computer Science(), vol 3464. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11494676_2

Download citation

  • DOI: https://doi.org/10.1007/11494676_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-26180-3

  • Online ISBN: 978-3-540-31901-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics