Skip to main content
Erschienen in:
Buchtitelbild

2016 | OriginalPaper | Buchkapitel

The Power of Natural Inspiration in Control Systems

verfasst von : Hiram Eredín Ponce Espinosa, José Roberto Ayala-Solares

Erschienen in: Nature-Inspired Computing for Control Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Throughout history, nature has always been an inspiration for mankind. It is not an exaggeration to say that almost every human invention, from engineering to social sciences, has been an attempt to replicate nature. In fact, nature continues to play an important roll in different human activities. From a scientific perspective, nature-inspired methods have proven to be an efficient tool for tackling real-life problems that are difficult to solve because of their high complexity or the limitation of resources to analyze them. The core idea is the fact that several natural phenomena, from simple to complex, always try to optimize certain parameters. Thus, this chapter gives an overview of nature-inspired methods from computational point of view, and summarizes key contributions of this book that focuses on methods that can simulate natural phenomena using computers, and the benefits of applying this methodology to the analysis and design of engineering control systems.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Ali, M.Z., Morghem, A., Albadarneh, J., Al-Gharaibeh, R., Suganthan, P., Reynolds, R.G.: Cultural algorithms applied to the evolution of robotic soccer team tactics: a novel perspective. In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2180–2187. IEEE (2014) Ali, M.Z., Morghem, A., Albadarneh, J., Al-Gharaibeh, R., Suganthan, P., Reynolds, R.G.: Cultural algorithms applied to the evolution of robotic soccer team tactics: a novel perspective. In: Evolutionary Computation (CEC), 2014 IEEE Congress on, pp. 2180–2187. IEEE (2014)
2.
Zurück zum Zitat Binitha, S., Sathya, S.S.: A survey of bio inspired optimization algorithms. Int. J. Soft Comput. Eng. 2(2), 137–151 (2012) Binitha, S., Sathya, S.S.: A survey of bio inspired optimization algorithms. Int. J. Soft Comput. Eng. 2(2), 137–151 (2012)
3.
Zurück zum Zitat Brownlee, J.: Clever algorithms: nature-inspired programming recipes. Jason Brownlee (2011) Brownlee, J.: Clever algorithms: nature-inspired programming recipes. Jason Brownlee (2011)
4.
Zurück zum Zitat King, R.E.: Computational intelligence in control engineering. CRC Press, Boca Raton (1999) King, R.E.: Computational intelligence in control engineering. CRC Press, Boca Raton (1999)
5.
Zurück zum Zitat Lam, A.Y.S., Li, V.O.K.: Chemical reaction optimization: a tutorial. Memetic Comput. 4(1), 3–17 (2012)CrossRef Lam, A.Y.S., Li, V.O.K.: Chemical reaction optimization: a tutorial. Memetic Comput. 4(1), 3–17 (2012)CrossRef
6.
Zurück zum Zitat Martn-Palma, R.J., Lakhtakia, A.: Engineered biomimicry for harvesting solar energy: a bird’s eye view. Int. J. Smart Nano Mater. 4(2), 83–90 (2013)CrossRef Martn-Palma, R.J., Lakhtakia, A.: Engineered biomimicry for harvesting solar energy: a bird’s eye view. Int. J. Smart Nano Mater. 4(2), 83–90 (2013)CrossRef
7.
Zurück zum Zitat Nasira, G.M., Kumar, S.A., Kiruba, M.S.: A comparative study of fuzzy logic with artificial neural networks algorithms in clustering. J Comput Appl 1(4), 6 (2008) Nasira, G.M., Kumar, S.A., Kiruba, M.S.: A comparative study of fuzzy logic with artificial neural networks algorithms in clustering. J Comput Appl 1(4), 6 (2008)
8.
Zurück zum Zitat Neumann, F., Witt, C.: Bioinspired computation in combinatorial optimization: algorithms and their computational complexity. In: Proceedings of the 14th Annual Conference Companion on Genetic and Evolutionary Computation, pp. 1035–1058. ACM (2012) Neumann, F., Witt, C.: Bioinspired computation in combinatorial optimization: algorithms and their computational complexity. In: Proceedings of the 14th Annual Conference Companion on Genetic and Evolutionary Computation, pp. 1035–1058. ACM (2012)
9.
Zurück zum Zitat Ponce-Espinosa, H., Ponce-Cruz, P., Molina, A.: Artificial organic networks. In: Artificial Organic Networks, pp. 53–72. Springer, Berlin (2014) Ponce-Espinosa, H., Ponce-Cruz, P., Molina, A.: Artificial organic networks. In: Artificial Organic Networks, pp. 53–72. Springer, Berlin (2014)
10.
Zurück zum Zitat Primerano, R.: A case study in system-level physics-based simulation of a biomimetic robot. Trans. Autom. Sci. Eng. 8(3), 664–671 (2011)CrossRef Primerano, R.: A case study in system-level physics-based simulation of a biomimetic robot. Trans. Autom. Sci. Eng. 8(3), 664–671 (2011)CrossRef
11.
Zurück zum Zitat Reynolds, RG.: An introduction to cultural algorithms. In: Proceedings of the third annual conference on evolutionary programming, pp. 131–139. Singapore (1994) Reynolds, RG.: An introduction to cultural algorithms. In: Proceedings of the third annual conference on evolutionary programming, pp. 131–139. Singapore (1994)
12.
Zurück zum Zitat Rozenberg, G., Bck, T., Kok, J.N.: Handbook of natural computing. Springer Publishing Company, Incorporated, Berlin (2011) Rozenberg, G., Bck, T., Kok, J.N.: Handbook of natural computing. Springer Publishing Company, Incorporated, Berlin (2011)
13.
Zurück zum Zitat Szederkenyi, G.: Intelligent control systems: an introduction with examples. Springer Science and Business Media, Berlin (2006) Szederkenyi, G.: Intelligent control systems: an introduction with examples. Springer Science and Business Media, Berlin (2006)
14.
Zurück zum Zitat Weyland, D.: A rigorous analysis of the harmony search algorithm: how the research community can be. Model. Anal. Appl. Metaheuristic Comput. Adv. Trends, 72 (2012) Weyland, D.: A rigorous analysis of the harmony search algorithm: how the research community can be. Model. Anal. Appl. Metaheuristic Comput. Adv. Trends, 72 (2012)
Metadaten
Titel
The Power of Natural Inspiration in Control Systems
verfasst von
Hiram Eredín Ponce Espinosa
José Roberto Ayala-Solares
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-26230-7_1