• Octavian Iordache
Part of the Understanding Complex Systems book series (UCS)


Self-evolvability is advanced here as the key method to successfully manage the ever growing complexity of systems.

The necessary transition from adaptable, to evolvable and finally to self evolvable systems is highlighted.

Self-properties as self-organization, self-configuration, self-repairing and so on have been briefly introduced.

Challenges and limitations of the self-evolvable engineering systems are evaluated.


Industrial System Autonomic Computing Dimensional Perspective Evolvable Production System High Complexity Task 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. Abbott, R.: Complex systems + systems engineering = complex systems engineering. In: Conf. on Systems Engineering Research, California State University, Los Angeles and The Aerospace Corporation. Tech. Rep. (2006)Google Scholar
  2. Abbott, R.: Putting complex systems to work. Complexity 13, 30–49 (2007)CrossRefGoogle Scholar
  3. Aczel, P.: Non-well-founded Sets. Stanford, CSLI (1988)zbMATHGoogle Scholar
  4. Banzhaf, W.: Self-organizing Systems. Encyclopedia of Physical Science and Technology, pp. 589–598. Academic Press, New York (2002a)Google Scholar
  5. Banzhaf, W.: Artificial Chemistries–Towards constructive dynamical systems. Nonlinear Phenom. Complex Syst. 5, 318–324 (2002b)Google Scholar
  6. Barata, J., Ribeiro, L., Onori, M.: Diagnosis on evolvable production systems. In: IEEE International Symposium on Industrial Electronics (ISIE), Vigo, Spain, pp. 3221–3226 (2007)Google Scholar
  7. Buchli, J., Santini, C.: Complexity engineering, harnessing emergent phenomena as opportunities for engineering. Tech. Rep., Santa Fe Institute Complex Systems Summer School, NM, USA (2005)Google Scholar
  8. Bush, R., Mosteller, F.: Stochastic Models for Learning. Wiley, New York (1995)Google Scholar
  9. De Wolf, T., Holvoet, T.: A taxonomy for self-* properties in decentralized autonomic computing. In: Parashar, M., Hariri, S. (eds.) Autonomic Computing: Concepts, Infrastructure, and Applications, pp. 101–120. CRC Press, Taylor and Francis Group (2007)Google Scholar
  10. Di Marzo Serugendo, G.: Robustness and Dependability of Self-Organizing Systems - A Safety Engineering Perspective. In: Guerraoui, R., Petit, F. (eds.) SSS 2009. LNCS, vol. 5873, pp. 254–268. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  11. Di Marzo Serugendo, G., Fitzgerald, J., Romanovsky, A.: Metaself - an architecture and development method for dependable self-* systems. In: Symp.on Applied Computing (SAC), Sion, Switzerland, pp. 457–461 (2010)Google Scholar
  12. Frei, R.: Self-Organization in Evolvable Assembly Systems. PhD. Thesis, Department of Electrical Engineering, Faculty of Science and Technology, Universidade Nova de Lisboa, Portugal (2010)Google Scholar
  13. Frei, R., Di Marzo Serugendo, G.: Advances in Complexity Engineering. Int. J. of Bio-Inspired Computation 1(1), 11–22 (2011a)Google Scholar
  14. Frei, R., Di Marzo Serugendo, G.: Concepts in Complexity Engineering. Int. J. of Bio-Inspired Computation 3(2), 123–139 (2011b)CrossRefGoogle Scholar
  15. Haikonen, P.O.: Robot Brains: Circuits and Systems for Conscious Machines. Wiley & Sons, Chichester (2007)Google Scholar
  16. Herrmann, K., Mühl, G., Geihs, K.: Self-Management: The Solution to Complexity or Just Another Problem? IEEE Distributed Systems Online 6(1), 1–17 (2005)CrossRefGoogle Scholar
  17. Hofmeyr, J.-H.: The biochemical factory that autonomously fabricates itself: a systems biological view of the living cell. In: Boogard, F., Bruggeman, F., Hofmeyr, J.-H., Westerhoff, H. (eds.) Systems Biology: Philosophical Foundations, pp. 217–242. Elsevier (2007)Google Scholar
  18. Hu, B., Efstathiou, J.: Responsive system based on a reconfigurable structure. In: Pham, D.T., Eldukhri, E.E., Soroka, A.J. (eds.) 2nd I*PROMS Virtual Conference on Intelligent Production Machines and Systems, pp. 517–522 (2007)Google Scholar
  19. Iordache, O.: Polystochastic Models for Complexity. Springer, Heidelberg (2010)zbMATHCrossRefGoogle Scholar
  20. Iosifescu, M., Grigorescu, S.: Dependence with complete connections and applications. Cambridge Univ. Press, Cambridge (1990)zbMATHGoogle Scholar
  21. Kelso, J.: The complementary nature of coordination dynamics: Self-organization and the origins of agency. Journal of Nonlinear Phenomena in Complex Systems 5, 364–371 (2002)Google Scholar
  22. Maturana, H., Varela, E.: Autopoiesis and Cognition. The Realization of the Living. Reidel, Dordrecht (1980)Google Scholar
  23. Mossio, M., Longo, G., Stewart, J.: An expression of closure to efficient causation in terms of λ-calculus. J. Theor. Biol. 257, 498–498 (2009)CrossRefGoogle Scholar
  24. Mun, J., Ryu, K., Jung, M.: Self-reconfigurable software architecture: design and implementation. In: Proc. 33rd Int. Conf. Computers Industrial Engineering, CIE569, Jeju, Korea, March 25–27, pp.1–6 (2004) Google Scholar
  25. Ottino, J.M.: Engineering Complex Systems. Nature 427, 399 (2004)CrossRefGoogle Scholar
  26. Ritchey, T.: Wicked Problems – Social Messes: Decision support Modeling with Morphological Analysis. Springer, Berlin (2011)Google Scholar
  27. Santocanale, L.: A Calculus of Circular Proofs and its Categorical Semantics. In: Nielsen, M., Engberg, U. (eds.) FOSSACS 2002. LNCS, vol. 2303, pp. 357–371. Springer, Heidelberg (2002)CrossRefGoogle Scholar
  28. Sanz, R., Hernández, C., Sánchez, G.: Consciousness, meaning and the future phenomenology. In: Machine Consciousness; Self, Integration and Explanation, York, UK, AISB (2011)Google Scholar
  29. Sterritt, R., Hinchey, M.: Autonomic Computing – Panacea or Poppycock? In: The 12th IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, ECBS, pp. 535–539 (2005)Google Scholar
  30. Strunk, J.D., Ganger, G.R.: A human organization analogy for self-* systems. In: Algorithms and Architectures for Self-Managing Systems, San Diego, CA, June 11, pp. 1–6. ACM (2003)Google Scholar
  31. Von Neumann, J.: Theory of Self-Reproducing Automata. University of Illinois Press, Urbana (1966)Google Scholar
  32. Ziegler, G.M.: Lectures on Polytopes. Graduate Texts in Mathematics, vol. 152. Springer, New York (1995)zbMATHCrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Berlin Heidelberg 2012

Authors and Affiliations

  1. 1.PolystochasticMontrealCanada

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