On the behavior and performance of chaos driven PSO algorithm with inertia weight
作者： Michal Pluhacek , Roman Senkerik , Donald Davendra , Zuzana Kominkova Oplatkova , Ivan Zelinka
DOI: 10.1016/J.CAMWA.2013.01.016
关键词:
摘要: … In this study, the enhanced PSO algorithm with linear decreasing inertia weight and with chaos number generator was proposed and investigated. Three different chaos systems were …
core.ac.uk
vsb.cz
sci-hub.se 参考文章(16)
Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight – An Initial Study Advances in Intelligent Systems and Computing. pp. 153- 166 ,(2013) , 10.1007/978-3-642-33227-2_18
Ivan Zelinka, SOMA—Self-organizing Migrating Algorithm Springer, Cham. pp. 3- 49 ,(2016) , 10.1007/978-3-540-39930-8_7
B. V. Babu, Godfrey C. Onwubolu, New Optimization Techniques in Engineering ,(2004)
Rainer Storn, Kenneth Price, Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization. ,vol. 11, pp. 341- 359 ,(1997) , 10.1023/A:1008202821328
Francesco Mondada, Mauro Birattari, Thomas Stützle, Christian Blum, Luca Maria Gambardella, Marco Dorigo, Ant Colony Optimization and Swarm Intelligence ,(2008)
Julien Clinton Sprott, Chaos and time-series analysis ,(2001)
Ernesto Araujo, Leandro dos S. Coelho, Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermal-vacuum system soft computing. ,vol. 8, pp. 1354- 1364 ,(2008) , 10.1016/J.ASOC.2007.10.016
Ahmad Nickabadi, Mohammad Mehdi Ebadzadeh, Reza Safabakhsh, A novel particle swarm optimization algorithm with adaptive inertia weight soft computing. ,vol. 11, pp. 3658- 3670 ,(2011) , 10.1016/J.ASOC.2011.01.037
Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka, Designing PID Controller For DC Motor System By Means Of Enhanced PSO Algorithm With Discrete Chaotic Lozi Map. 26th Conference on Modelling and Simulation. pp. 405- 409 ,(2012) , 10.7148/2012-0405-0409
Donald Davendra, Ivan Zelinka, Roman Senkerik, Chaos driven evolutionary algorithms for the task of PID control Computers & Mathematics With Applications. ,vol. 60, pp. 1088- 1104 ,(2010) , 10.1016/J.CAMWA.2010.03.066