Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Introduction Read chapter Read first chapter

2018 | OriginalPaper | Chapter

11. Performance Evaluation of the Proposed Algorithms

Author : Aleksander Skakovski

Published in: Population-Based Approaches to the Resource-Constrained and Discrete-Continuous Scheduling

Publisher: Springer International Publishing

Log in

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

search-config
loading …

Abstract

In this section, a research on the performance evaluation and ways of the performance improvement for some of the proposed algorithms are discussed. Some useful properties of the DEA, used in the PLA3 and the IBDEA, and a policy for its performance improvement are also presented.

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!

inform now

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!

inform now

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!

inform now
previous chapter Proposed Metaheuristics for Solving Problem ΘZ (DCSPwCRD)
next chapter Conclusions
Literature
1.
Jędrzejowicz, P., Skakovski, A.: Structure versus efficiency of the cross-entropy based population learning algorithm for discrete-continuous scheduling with continuous resource discretisation. In: Czarnowski, I., Jędrzejowicz, P., Kacprzyk, J. (eds.) Studies in Computational Intelligence. Agent-Based Optimization, vol. 456, pp. 77–102 (2013)
2.
Jędrzejowicz, P., Skakovski, A.: Properties of the Island-Based and single population differential evolution algorithms applied to discrete-continuous scheduling. In: Czarnowski, I. et al. (eds.) Intelligent Decision Technologies 2016, Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016)—Part I, Smart Innovation, Systems and Technologies, vol. 56, pp. 349–359 (2016)
3.
Jędrzejowicz, P., Skakovski, A.: Improving Performance of the Differential Evolution Algorithm Using Cyclic Decloning and Changeable Population Size. In: Nguyen, N.T., Czarnowski, I., Hwang, D. (eds.), Journal of Universal Computer Science (J.UCS), Special Issue—Computational Intelligence Tools for Processing Collective Data (CITPCD 15), vol. 22(6), pp. 874–893 (2016)
4.
Jędrzejowicz, P., Skakovski, A.: A cross-entropy based population learning algorithm for discrete-continuous scheduling with continuous resource discretisation. Neurocomputing 73(4–6), Special Issue: SI, 655–660 (2010)
5.
Różycki, R.: Zastosowanie algorytmu genetycznego do rozwiązywania dyskretno-ciągłych problemów szeregowania. Ph.D. diss., Poznań University of Technology, Poland (2000)
6.
Storn, R., Price, K.: Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces. J. Glob. Opt. 11, 341–359 (1997)CrossRefMATHMathSciNet
7.
Damak, N., Jarboui, B., Siarry, P., Loukil, T.: Differential evolution for solving multi-mode resource-constrained project scheduling problems. Comput. Oper. Res. 36(9), 2653–2659 (2009)CrossRefMATHMathSciNet
8.
Fogel, D.B.: An introduction to simulated evolutionary optimization. IEEE Trans. Neural Netw. 5(1), 3–14 (1994)CrossRef
9.
Kureichick, V.M., Melikhov, A.N., Miaghick, V.V., Savelev, O.V., Topchy, A.P.: Some new features in the genetic solution of the traveling salesman problem. Proceedings of the ACEDC’96. Plymouth (1996)
10.
Rocha, M., Neves, J.: Preventing premature convergence to local optima in genetic algorithms via random offspring generation. LNAI (Lecture Notes in Artificial Intelligence) 1611, 127–136 (1999)
11.
Friedrich, T., Oliveto, P.S., Sudholt, D., Witt, C.: Analysis of diversity-preserving mechanisms for global exploration. Evol. Comput. 17(4), 455–476 (2009)CrossRef
Metadata
Title
Performance Evaluation of the Proposed Algorithms
Author
Aleksander Skakovski
Copyright Year
2018
Book
Population-Based Approaches to the Resource-Constrained and Discrete-Continuous Scheduling

Print ISBN: 978-3-319-62892-9

Electronic ISBN: 978-3-319-62893-6

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-62893-6_11

Premium Partner

    Image Credits