Assessment of evolutionary programming models for single-objective optimization
作者： Nur Izzati Abdul Aziz , Shahril Irwan Sulaiman , Ismail Musirin , Sulaiman Shaari
DOI: 10.1109/PEOCO.2013.6564562
关键词:
摘要: This paper presents an assessment of different evolutionary programming (EP) techniques for solving single-objective optimization problem. Evolutionary has been widely used and applied with success in many kinds However there is no benchmark to test which EP models will give a better result single objective optimization. Three distinct are classical (CEP), fast (FEP) improved (IFEP). These considered here differ terms search operator-Gaussian, Cauchy mixed Gaussian-Cauchy during mutation process. Therefore, selected functions as perform The three showed that FEP very good having lowest computation time significantly than CEP IFEP fitness solution.
elsevier.com 
sci-hub.se 参考文章(12)
Russell Eberhart, Xiaohui Hu, Solving Constrained Nonlinear Optimization Problems with Particle Swarm Optimization ,(2002)
Swagatam Das, Rammohan Mallipeddi, Dipankar Maity, Adaptive evolutionary programming with p-best mutation strategy Swarm and evolutionary computation. ,vol. 9, pp. 58- 68 ,(2013) , 10.1016/J.SWEVO.2012.11.002
Nidul Sinha, R. Chakrabarti, P.K. Chattopadhyay, Fast evolutionary programming techniques for short-term hydrothermal scheduling Electric Power Systems Research. ,vol. 66, pp. 97- 103 ,(2003) , 10.1016/S0378-7796(03)00016-6
A. Mellit, S.A. Kalogirou, L. Hontoria, S. Shaari, Artificial intelligence techniques for sizing photovoltaic systems: A review Renewable and Sustainable Energy Reviews. ,vol. 13, pp. 406- 419 ,(2009) , 10.1016/J.RSER.2008.01.006
T. Jayabarathi, K. Jayaprakash, D.N. Jeyakumar, T. Raghunathan, Evolutionary programming techniques for different kinds of economic dispatch problems Electric Power Systems Research. ,vol. 73, pp. 169- 176 ,(2005) , 10.1016/J.EPSR.2004.08.001
Shahril Irwan Sulaiman, Titik Khawa Abdul Rahman, Ismail Musirin, Sulaiman Shaari, Kamaruzzaman Sopian, An intelligent method for sizing optimization in grid-connected photovoltaic system Solar Energy. ,vol. 86, pp. 2067- 2082 ,(2012) , 10.1016/J.SOLENER.2012.04.009
Urmila Bhanja, Sudipta Mahapatra, Rajarshi Roy, An evolutionary programming algorithm for survivable routing and wavelength assignment in transparent optical networks Information Sciences. ,vol. 222, pp. 634- 647 ,(2013) , 10.1016/J.INS.2012.08.021
DP Kothari, JS Dhillon, Power System Optimization ,(2004)
N. Sinha, R. Chakrabarti, P.K. Chattopadhyay, Evolutionary programming techniques for economic load dispatch IEEE Transactions on Evolutionary Computation. ,vol. 7, pp. 83- 94 ,(2003) , 10.1109/TEVC.2002.806788
H. Katagiri, K. Hirasama, J. Hu, Genetic network programming - application to intelligent agents systems man and cybernetics. ,vol. 5, pp. 3829- 3834 ,(2000) , 10.1109/ICSMC.2000.886607