Skip to main content
Top

2023 | OriginalPaper | Chapter

3. NetLogo Teaching Tool to Illustrate the Cooling Process in Simulated Annealing Using the Metropolis Model

Authors : José Ignacio Santos, María Pereda, Virginia Ahedo, José Manuel Galán

Published in: Industry 4.0: The Power of Data

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Simulated annealing is one of the most popular metaheuristic optimization techniques used in engineering and management to solve combinatorial problems. The algorithm is inspired by the thermodynamic process that occurs in the annealing treatment in metallurgy. Although it is simple to implement, its general operating mechanism and the rationale behind the search strategy are not always that intuitive. In this work, we present a teaching tool implemented in NetLogo that illustrates the metaphor of both processes and the effect of annealing cooling schedules on the quality of the solutions obtained.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Bautista-Valhondo J (2020) Metaheurísticas en Ingeniería. Dextra Bautista-Valhondo J (2020) Metaheurísticas en Ingeniería. Dextra
7.
go back to reference Wilensky U (1999) NetLogo. Center for connected learning and computer-based modeling, Northwestern University, Evanston, IL Wilensky U (1999) NetLogo. Center for connected learning and computer-based modeling, Northwestern University, Evanston, IL
8.
go back to reference Stonedahl F, Wilensky U (2009) NetLogo simulated annealing model. Center for connected learning and computer-based modeling, Northwestern University, Evanston, IL Stonedahl F, Wilensky U (2009) NetLogo simulated annealing model. Center for connected learning and computer-based modeling, Northwestern University, Evanston, IL
Metadata
Title
NetLogo Teaching Tool to Illustrate the Cooling Process in Simulated Annealing Using the Metropolis Model
Authors
José Ignacio Santos
María Pereda
Virginia Ahedo
José Manuel Galán
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-29382-5_3

Premium Partners