Pendulum-like algorithm as a local search technique

Issa Ahmed Abed, S. P. Koh, Khairul Salleh Mohamed Sahari, S. K. Tiong, Hameed Abdul Kareem Younis, Ali Ahmed Abed

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Pendulum-like algorithm is based on the concepts of the pendulum. All the ideas that are derived have been embedded into the suggested method. The Pendulum-like algorithm introduced, is expected to provide very good results in solving the optimization problems. This is due to the fact that Pendulum-like algorithm is a method with directed force which is reduced gradually with approximation to the global solution and it also uses the idea of back and forth movement to enhance the solution. Thus, the Pendulum-like algorithm would be integrated with the attraction-repulsion mechanism to introduce a very promising problem solving algorithm. The parameters of the proposed algorithm are evaluated and tested to prove the effect of each one on the algorithm. Also, the results of the algorithm are simulated the same behavior for the parameters of physical pendulum.

Original languageEnglish
Title of host publicationAl-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages36-41
Number of pages6
ISBN (Electronic)9781509032471
DOIs
Publication statusPublished - 28 Nov 2016
Event2016 Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016 - Baghdad, Iraq
Duration: 09 May 201610 May 2016

Publication series

NameAl-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016

Other

Other2016 Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016
CountryIraq
CityBaghdad
Period09/05/1610/05/16

Fingerprint

Pendulum
Pendulums
Local Search
Global Solution
Optimization Problem
Approximation

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Modelling and Simulation
  • Control and Optimization
  • Computer Networks and Communications
  • Artificial Intelligence

Cite this

Abed, I. A., Koh, S. P., Sahari, K. S. M., Tiong, S. K., Younis, H. A. K., & Abed, A. A. (2016). Pendulum-like algorithm as a local search technique. In Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016 (pp. 36-41). [7759907] (Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AIC-MITCSA.2016.7759907
Abed, Issa Ahmed ; Koh, S. P. ; Sahari, Khairul Salleh Mohamed ; Tiong, S. K. ; Younis, Hameed Abdul Kareem ; Abed, Ali Ahmed. / Pendulum-like algorithm as a local search technique. Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 36-41 (Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016).
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Abed, IA, Koh, SP, Sahari, KSM, Tiong, SK, Younis, HAK & Abed, AA 2016, Pendulum-like algorithm as a local search technique. in Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016., 7759907, Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016, Institute of Electrical and Electronics Engineers Inc., pp. 36-41, 2016 Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016, Baghdad, Iraq, 09/05/16. https://doi.org/10.1109/AIC-MITCSA.2016.7759907

Pendulum-like algorithm as a local search technique. / Abed, Issa Ahmed; Koh, S. P.; Sahari, Khairul Salleh Mohamed; Tiong, S. K.; Younis, Hameed Abdul Kareem; Abed, Ali Ahmed.

Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 36-41 7759907 (Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Younis, Hameed Abdul Kareem

AU - Abed, Ali Ahmed

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AB - The Pendulum-like algorithm is based on the concepts of the pendulum. All the ideas that are derived have been embedded into the suggested method. The Pendulum-like algorithm introduced, is expected to provide very good results in solving the optimization problems. This is due to the fact that Pendulum-like algorithm is a method with directed force which is reduced gradually with approximation to the global solution and it also uses the idea of back and forth movement to enhance the solution. Thus, the Pendulum-like algorithm would be integrated with the attraction-repulsion mechanism to introduce a very promising problem solving algorithm. The parameters of the proposed algorithm are evaluated and tested to prove the effect of each one on the algorithm. Also, the results of the algorithm are simulated the same behavior for the parameters of physical pendulum.

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Abed IA, Koh SP, Sahari KSM, Tiong SK, Younis HAK, Abed AA. Pendulum-like algorithm as a local search technique. In Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 36-41. 7759907. (Al-Sadiq International Conference on Multidisciplinary in IT and Communication Techniques Science and Applications, AIC-MITCSA 2016). https://doi.org/10.1109/AIC-MITCSA.2016.7759907