A simple and efficient real-coded genetic algorithm for constrained optimization
•A novel and efficient RCGA for constrained optimization has been proposed.•The proposed RCGA integrates three effective and novel evolutionary operators named RS, DBX and DRM.•The proposed RCGA is proven to have a small complexity index and outperform many state-of-the-art algorithms.•The proposed...
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| Vydané v: | Applied soft computing Ročník 38; s. 87 - 105 |
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| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier B.V
01.01.2016
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| ISSN: | 1568-4946, 1872-9681 |
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| Abstract | •A novel and efficient RCGA for constrained optimization has been proposed.•The proposed RCGA integrates three effective and novel evolutionary operators named RS, DBX and DRM.•The proposed RCGA is proven to have a small complexity index and outperform many state-of-the-art algorithms.•The proposed RCGA has been successfully applied to optimize the GaAs film-growth performance of an MOCVD process.
This paper presents a simple and efficient real-coded genetic algorithm (RCGA) for constrained real-parameter optimization. Different from some conventional RCGAs that operate evolutionary operators in a series framework, the proposed RCGA implements three specially designed evolutionary operators, named the ranking selection (RS), direction-based crossover (DBX), and the dynamic random mutation (DRM), to mimic a specific evolutionary process that has a parallel-structured inner loop. A variety of benchmark constrained optimization problems (COPs) are used to evaluate the effectiveness and the applicability of the proposed RCGA. Besides, some existing state-of-the-art optimization algorithms in the same category of the proposed algorithm are considered and utilized as a rigorous base of performance evaluation. Extensive comparison results reveal that the proposed RCGA is superior to most of the comparison algorithms in providing a much faster convergence speed as well as a better solution accuracy, especially for problems subject to stringent equality constraints. Finally, as a specific application, the proposed RCGA is applied to optimize the GaAs film growth of a horizontal metal-organic chemical vapor deposition reactor. Simulation studies have confirmed the superior performance of the proposed RCGA in solving COPs. |
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| AbstractList | •A novel and efficient RCGA for constrained optimization has been proposed.•The proposed RCGA integrates three effective and novel evolutionary operators named RS, DBX and DRM.•The proposed RCGA is proven to have a small complexity index and outperform many state-of-the-art algorithms.•The proposed RCGA has been successfully applied to optimize the GaAs film-growth performance of an MOCVD process.
This paper presents a simple and efficient real-coded genetic algorithm (RCGA) for constrained real-parameter optimization. Different from some conventional RCGAs that operate evolutionary operators in a series framework, the proposed RCGA implements three specially designed evolutionary operators, named the ranking selection (RS), direction-based crossover (DBX), and the dynamic random mutation (DRM), to mimic a specific evolutionary process that has a parallel-structured inner loop. A variety of benchmark constrained optimization problems (COPs) are used to evaluate the effectiveness and the applicability of the proposed RCGA. Besides, some existing state-of-the-art optimization algorithms in the same category of the proposed algorithm are considered and utilized as a rigorous base of performance evaluation. Extensive comparison results reveal that the proposed RCGA is superior to most of the comparison algorithms in providing a much faster convergence speed as well as a better solution accuracy, especially for problems subject to stringent equality constraints. Finally, as a specific application, the proposed RCGA is applied to optimize the GaAs film growth of a horizontal metal-organic chemical vapor deposition reactor. Simulation studies have confirmed the superior performance of the proposed RCGA in solving COPs. |
| Author | Chuang, Yao-Chen Chen, Chyi-Tsong Hwang, Chyi |
| Author_xml | – sequence: 1 givenname: Yao-Chen surname: Chuang fullname: Chuang, Yao-Chen organization: Department of Chemical Engineering, Feng Chia University, No. 100, Wenhwa Rd., Seatwen, Taichung 407, Taiwan – sequence: 2 givenname: Chyi-Tsong surname: Chen fullname: Chen, Chyi-Tsong email: ctchen@nqu.edu.tw organization: Department of Chemical Engineering, Feng Chia University, No. 100, Wenhwa Rd., Seatwen, Taichung 407, Taiwan – sequence: 3 givenname: Chyi surname: Hwang fullname: Hwang, Chyi organization: Center of General Education, National Quemoy University, No. 1, University Rd., Jinning Township, Kinmen 892, Taiwan |
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| Cites_doi | 10.1016/j.asoc.2004.11.001 10.1162/evco.1996.4.4.361 10.1016/j.ins.2015.01.026 10.1023/A:1006504901164 10.1109/TSM.2009.2039186 10.1109/TEVC.2005.850256 10.1016/j.swevo.2011.02.002 10.1016/j.ins.2006.07.019 10.1126/science.220.4598.671 10.1162/evco.1996.4.1.1 10.1016/S0045-7825(99)00389-8 10.1016/S0965-9978(00)00070-3 10.1109/TEVC.2010.2043362 10.1016/0893-6080(96)00006-8 10.1016/j.swevo.2011.10.001 10.1016/j.ins.2009.11.015 10.1016/j.apm.2008.11.006 10.1287/moor.25.3.476.12211 10.1016/j.apenergy.2008.10.002 10.1109/TEVC.2008.926731 10.1016/j.asoc.2009.10.019 10.1109/4235.771166 10.1109/4235.930314 10.1016/S0020-0255(01)00087-1 10.1016/j.eswa.2009.12.084 10.1016/j.ins.2009.12.010 10.1109/TCAPT.2008.916855 10.1002/int.20348 10.1016/j.ins.2011.07.013 10.1016/S0045-7825(01)00323-1 10.1007/s10732-007-9018-2 10.1007/s10015-006-0396-6 10.1080/00401706.2000.10486045 10.1016/S1474-0346(02)00011-3 10.1016/S0965-9978(03)00113-3 10.1109/TEVC.2005.860765 10.1007/978-3-540-75867-9_103 10.1109/TMECH.2009.2037620 10.1109/TEVC.2007.902851 10.1016/j.ins.2008.07.031 10.1016/j.amc.2011.07.038 10.1162/106365602760972767 10.1016/j.jtice.2013.05.022 |
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| References | Affenzeller, Wagner, Winkler (bib0415) 2007; 4739 Fang, Lin, Winker, Zhang (bib0735) 2000; 42 Ortiz-Boyer, Hervás-Martínez, García-Pedrajas (bib0480) 2007; 13 Goldberg, Deb, Thierens (bib0630) 1993; 32 Nolte, Schrader (bib0650) 2000; 25 Sastry (bib0655) 2007 Meysenburg, Hoelting, McElvain, Foster (bib0430) 2002 Nakanishi, Kinjo, Oshiro, Yamamoto (bib0475) 2007; 11 García, Fernandez, Luengo, Herrera (bib0720) 2010; 180 Koumousis, Katsaras (bib0410) 2006; 10 Lozano, Herrera, Cano (bib0460) 2008; 178 Chuang, Chen (bib0575) 2011 Takahama, Sakai (bib0605) 2006 Chen, Chuang (bib0380) 2010; 23 Hock, Schittkowski (bib0660) 1981 Chuang, Chen (bib0730) 2014; 45 Deb (bib0585) 2000; 186 Satoh, Yamaura, Kobayashi (bib0535) 1996 Tasi, Lin, Huang (bib0390) 2011; 16 Kukkonen, Lampinen (bib0685) 2006 Herrera, Lozano, Verdegay (bib0510) 1998; 12 Deep, Das (bib0470) 2009; 2 Beyer, Deb (bib0515) 2001; 5 Chen, Wu, Hwang (bib0375) 2008; 31 Mezura-Montes, Velazquez-Reyes, Coello Coello (bib0695) 2006 Deb, Anand, Joshi (bib0540) 2002; 10 Arumugam, Rao, Palaniappan (bib0555) 2005; 6 Muñoz-Zavala, Hernández-Aguirre, Villa-Diharce, Botello-Rionda (bib0710) 2006 Huang, Qin, Suganthan (bib0715) 2006 Dyer, Hartfield, Dozier, Burkhalter (bib0385) 2012; 218 Brest, Žumer, Maučec (bib0690) 2006 Kirkpatrick, Gelatt, Vecchi (bib0645) 1983; 220 Deb, Goyal (bib0640) 1996; 26 Eshelman, Schaffer (bib0485) 1993 Sinha, Srinivasan, Deb (bib0705) 2006 Liang, Runarsson, Mezura-Montes, Clerc, Suganthan, Coello Coello, Deb (bib0670) 2006 Yuan, Qian, Du (bib0565) 2010; 180 Subbaraj, Rengaraj, Salivahanan (bib0445) 2011; 11 Takahama, Sakai (bib0600) 2005; 9 Deep, Thakur (bib0525) 2012; 218 Chuang, Chen, Hwang (bib0570) 2015; 305 Tsutsi, Goldberg (bib0505) 2001; 133 Tasgetiren, Suganthan (bib0700) 2006 Coello Coello, Mezura-Montes (bib0595) 2002; 16 Chen, Chang (bib0740) 1997; 9 Zielinski, Laur (bib0675) 2006 Coello Coello (bib0580) 2002; 191 Subbaraj, Rengaraj, Salivahanan (bib0435) 2009; 86 Leguizamón, Coello Coello (bib0615) 2009; 130 Liang, Suganthan (bib0680) 2006 Wang, Cai, Zhou, Zeng (bib0610) 2008; 12 Blickle, Thiele (bib0625) 1996; 4 Meysenburg, Foster (bib0420) 1997 Amjady, Nasiri-Rad (bib0440) 2010; 37 Hrstka, Kucerova (bib0455) 2004; 35 Derrac, García, Molina, Herrera (bib0725) 2011; 1 Deb, Agrawal (bib0490) 1995; 9 Ripon, Kwong, Man (bib0520) 2007; 177 Sanchez, Lozano, Villar, Herrera (bib0560) 2009; 24 Goldberg, Deb, Clark (bib0400) 1992; 6 Cantú-Paz (bib0425) 2002 Yoon, Kim, Moraglio, Moon (bib0530) 2012; 183 Kramer (bib0590) 2010; 1 El-Mihoub, Hopgood, Nolle, Battersby (bib0550) 2006; 13 Eiben, Hinterding, Michalewicz (bib0405) 1999; 3 Ono, Kobayashi (bib0495) 1997 Valarmathi, Devaraj, Radhakrishnan (bib0395) 2009; 33 Park, Ryu (bib0465) 2010; 14 Mezura-Montes, Coello Coello (bib0620) 2011; 1 Andre, Siarry, Dognon (bib0450) 2001; 32 Tsutsui, Yamamura, Higuchi (bib0500) 1999 Michalewicz, Schoenauer (bib0665) 1996; 4 Chen, Wang (bib0545) 2001; 7 Michalewicz (bib0635) 1996 Goldberg (10.1016/j.asoc.2015.09.036_bib0400) 1992; 6 Derrac (10.1016/j.asoc.2015.09.036_bib0725) 2011; 1 Tsutsi (10.1016/j.asoc.2015.09.036_bib0505) 2001; 133 Chuang (10.1016/j.asoc.2015.09.036_bib0570) 2015; 305 Liang (10.1016/j.asoc.2015.09.036_bib0670) 2006 Liang (10.1016/j.asoc.2015.09.036_bib0680) 2006 Deb (10.1016/j.asoc.2015.09.036_bib0540) 2002; 10 Eshelman (10.1016/j.asoc.2015.09.036_bib0485) 1993 Meysenburg (10.1016/j.asoc.2015.09.036_bib0430) 2002 Meysenburg (10.1016/j.asoc.2015.09.036_bib0420) 1997 Arumugam (10.1016/j.asoc.2015.09.036_bib0555) 2005; 6 Michalewicz (10.1016/j.asoc.2015.09.036_bib0635) 1996 Tasgetiren (10.1016/j.asoc.2015.09.036_bib0700) 2006 Dyer (10.1016/j.asoc.2015.09.036_bib0385) 2012; 218 Ortiz-Boyer (10.1016/j.asoc.2015.09.036_bib0480) 2007; 13 Lozano (10.1016/j.asoc.2015.09.036_bib0460) 2008; 178 Brest (10.1016/j.asoc.2015.09.036_bib0690) 2006 Park (10.1016/j.asoc.2015.09.036_bib0465) 2010; 14 Takahama (10.1016/j.asoc.2015.09.036_bib0605) 2006 Hock (10.1016/j.asoc.2015.09.036_bib0660) 1981 Nolte (10.1016/j.asoc.2015.09.036_bib0650) 2000; 25 Mezura-Montes (10.1016/j.asoc.2015.09.036_bib0620) 2011; 1 Huang (10.1016/j.asoc.2015.09.036_bib0715) 2006 Ono (10.1016/j.asoc.2015.09.036_bib0495) 1997 Yoon (10.1016/j.asoc.2015.09.036_bib0530) 2012; 183 Coello Coello (10.1016/j.asoc.2015.09.036_bib0580) 2002; 191 Tasi (10.1016/j.asoc.2015.09.036_bib0390) 2011; 16 Zielinski (10.1016/j.asoc.2015.09.036_bib0675) 2006 Satoh (10.1016/j.asoc.2015.09.036_bib0535) 1996 Deb (10.1016/j.asoc.2015.09.036_bib0585) 2000; 186 Valarmathi (10.1016/j.asoc.2015.09.036_bib0395) 2009; 33 Chen (10.1016/j.asoc.2015.09.036_bib0545) 2001; 7 Goldberg (10.1016/j.asoc.2015.09.036_bib0630) 1993; 32 Deep (10.1016/j.asoc.2015.09.036_bib0525) 2012; 218 El-Mihoub (10.1016/j.asoc.2015.09.036_bib0550) 2006; 13 Leguizamón (10.1016/j.asoc.2015.09.036_bib0615) 2009; 130 Hrstka (10.1016/j.asoc.2015.09.036_bib0455) 2004; 35 Deep (10.1016/j.asoc.2015.09.036_bib0470) 2009; 2 Coello Coello (10.1016/j.asoc.2015.09.036_bib0595) 2002; 16 Takahama (10.1016/j.asoc.2015.09.036_bib0600) 2005; 9 García (10.1016/j.asoc.2015.09.036_bib0720) 2010; 180 Chen (10.1016/j.asoc.2015.09.036_bib0740) 1997; 9 Fang (10.1016/j.asoc.2015.09.036_bib0735) 2000; 42 Herrera (10.1016/j.asoc.2015.09.036_bib0510) 1998; 12 Sinha (10.1016/j.asoc.2015.09.036_bib0705) 2006 Subbaraj (10.1016/j.asoc.2015.09.036_bib0435) 2009; 86 Affenzeller (10.1016/j.asoc.2015.09.036_bib0415) 2007; 4739 Nakanishi (10.1016/j.asoc.2015.09.036_bib0475) 2007; 11 Ripon (10.1016/j.asoc.2015.09.036_bib0520) 2007; 177 Deb (10.1016/j.asoc.2015.09.036_bib0640) 1996; 26 Kirkpatrick (10.1016/j.asoc.2015.09.036_bib0645) 1983; 220 Sastry (10.1016/j.asoc.2015.09.036_bib0655) 2007 Andre (10.1016/j.asoc.2015.09.036_bib0450) 2001; 32 Sanchez (10.1016/j.asoc.2015.09.036_bib0560) 2009; 24 Tsutsui (10.1016/j.asoc.2015.09.036_bib0500) 1999 Amjady (10.1016/j.asoc.2015.09.036_bib0440) 2010; 37 Kramer (10.1016/j.asoc.2015.09.036_bib0590) 2010; 1 Chuang (10.1016/j.asoc.2015.09.036_bib0575) 2011 Wang (10.1016/j.asoc.2015.09.036_bib0610) 2008; 12 Michalewicz (10.1016/j.asoc.2015.09.036_bib0665) 1996; 4 Koumousis (10.1016/j.asoc.2015.09.036_bib0410) 2006; 10 Blickle (10.1016/j.asoc.2015.09.036_bib0625) 1996; 4 Kukkonen (10.1016/j.asoc.2015.09.036_bib0685) 2006 Cantú-Paz (10.1016/j.asoc.2015.09.036_bib0425) 2002 Chen (10.1016/j.asoc.2015.09.036_bib0380) 2010; 23 Deb (10.1016/j.asoc.2015.09.036_bib0490) 1995; 9 Mezura-Montes (10.1016/j.asoc.2015.09.036_bib0695) 2006 Yuan (10.1016/j.asoc.2015.09.036_bib0565) 2010; 180 Beyer (10.1016/j.asoc.2015.09.036_bib0515) 2001; 5 Eiben (10.1016/j.asoc.2015.09.036_bib0405) 1999; 3 Chen (10.1016/j.asoc.2015.09.036_bib0375) 2008; 31 Subbaraj (10.1016/j.asoc.2015.09.036_bib0445) 2011; 11 Muñoz-Zavala (10.1016/j.asoc.2015.09.036_bib0710) 2006 Chuang (10.1016/j.asoc.2015.09.036_bib0730) 2014; 45 |
| References_xml | – volume: 42 start-page: 237 year: 2000 end-page: 248 ident: bib0735 article-title: Uniform design: theory and application publication-title: Technometrics – start-page: 239 year: 2006 end-page: 245 ident: bib0705 article-title: A population-based, parent centric procedure for constrained real-parameter optimization publication-title: 2006 IEEE Congress on Evolutionary Computation – start-page: 311 year: 2002 end-page: 318 ident: bib0425 article-title: On random numbers and the performance of genetic algorithms publication-title: Proceedings of Genetic and Evolutionary Computation Conference – volume: 14 start-page: 865 year: 2010 end-page: 884 ident: bib0465 article-title: A dual-population genetic algorithm for adaptive diversity control publication-title: IEEE Trans. Evolut. Comput. – year: 2007 ident: bib0655 article-title: Single and Multiobjective Genetic Algorithm Toolbox for Matlab in C++, IlliGAL Report No. 2007017 – volume: 24 start-page: 540 year: 2009 end-page: 567 ident: bib0560 article-title: Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: combining neighborhood-based crossover operators publication-title: Int. Intell. Syst. – start-page: 480 year: 2002 end-page: 487 ident: bib0430 article-title: How random generator quality impacts genetic algorithm performance publication-title: Proceedings of Genetic and Evolutionary Computation Conference – start-page: 231 year: 2006 end-page: 238 ident: bib0710 article-title: PESO+ for constrained optimization publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 183 start-page: 48 year: 2012 end-page: 65 ident: bib0530 article-title: A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation publication-title: Inf. Sci. – volume: 35 start-page: 237 year: 2004 end-page: 246 ident: bib0455 article-title: Improvements of real coded genetic algorithms based on differential operators preventing premature convergence publication-title: Adv. Eng. Softw. – volume: 4739 start-page: 820 year: 2007 end-page: 828 ident: bib0415 article-title: Self-adaptive population size adjustment for genetic algorithm publication-title: Lect. Notes Comput. Sci. – volume: 6 start-page: 333 year: 1992 end-page: 362 ident: bib0400 article-title: Genetic algorithms, noise, and the sizing of population publication-title: Complex Syst. – volume: 86 start-page: 915 year: 2009 end-page: 921 ident: bib0435 article-title: Enhancement of combined heat and power economic dispatch using self adaptive real-coded genetic algorithm publication-title: Appl. Energy – volume: 16 start-page: 151 year: 2011 end-page: 159 ident: bib0390 article-title: Microbrushless DC motor control design based on real-coded structural genetic algorithm publication-title: IEEE/ASME Trans. Mechatron. – volume: 305 start-page: 320 year: 2015 end-page: 348 ident: bib0570 article-title: A real-coded genetic algorithm with a direction-based crossover operator publication-title: Inf. Sci. – start-page: 276 year: 1997 end-page: 281 ident: bib0420 article-title: The quality of pseudo-random number generators and simple genetic algorithm performance publication-title: Proceedings of Seventh International Conference on Genetic Algorithms (ICGA-7) – volume: 11 start-page: 83 year: 2011 end-page: 92 ident: bib0445 article-title: Enhancement of self-adaptive real-coded genetic algorithm using Taguchi method for economic dispatch problem publication-title: Appl. Soft Comput. – volume: 7 start-page: 4871 year: 2001 end-page: 4883 ident: bib0545 article-title: Two efficient real-coded genetic algorithms for real parameter optimization publication-title: Int. J. Innov. Inf. Control – volume: 133 start-page: 229 year: 2001 end-page: 247 ident: bib0505 article-title: Search space boundary extension method in real-coded genetic algorithms publication-title: Inf. Sci. – start-page: 9 year: 2006 end-page: 16 ident: bib0680 article-title: Dynamic multi-swarm particle swarm optimizer with a novel constraint-handling mechanism publication-title: 2006 IEEE Congress on Evolutionary Computation – start-page: 215 year: 2006 end-page: 222 ident: bib0690 article-title: Self-adaptive differential evolution algorithm in constrained real-parameter optimization publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 5 start-page: 250 year: 2001 end-page: 270 ident: bib0515 article-title: On self-adaptive features in real-parameter evolutionary algorithms publication-title: IEEE Trans. Evolut. Comput. – volume: 4 start-page: 1 year: 1996 end-page: 32 ident: bib0665 article-title: Evolutionary algorithms for constrained parameter optimization problems publication-title: Evolut. Comput. – volume: 33 start-page: 3392 year: 2009 end-page: 3401 ident: bib0395 article-title: Real-coded genetic algorithm for system identification and controller tuning publication-title: Appl. Math. Model. – start-page: 207 year: 2006 end-page: 214 ident: bib0685 article-title: Constrained real-parameter optimization with generalized differential evolution publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 3 start-page: 124 year: 1999 end-page: 141 ident: bib0405 article-title: Parameter control in evolutionary algorithms publication-title: IEEE Trans. Evolut. Comput. – start-page: 246 year: 1997 end-page: 253 ident: bib0495 article-title: A real-coded genetic algorithm for functional optimization using unimodal normal distribution crossover publication-title: Proceedings of Seventh International Conference on Genetic Algorithms (ICGA-7) – start-page: 664 year: 1999 end-page: 675 ident: bib0500 article-title: Multi-parents recombination with simplex crossover in real-coded genetic algorithms publication-title: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99) – start-page: 1 year: 2006 end-page: 9 ident: bib0605 article-title: Constrained optimization by the constrained differential evolution with gradient-based mutation and feasible elites publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 23 start-page: 109 year: 2010 end-page: 120 ident: bib0380 article-title: An intelligent run-to-run control strategy for chemical–mechanical polishing processes publication-title: IEEE Trans. Semicond. Manuf. – volume: 32 start-page: 49 year: 2001 end-page: 60 ident: bib0450 article-title: An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization publication-title: Adv. Eng. Softw. – volume: 180 start-page: 2815 year: 2010 end-page: 2833 ident: bib0565 article-title: A hybrid genetic algorithm with the Baldwin effect publication-title: Inf. Sci. – volume: 130 start-page: 350 year: 2009 end-page: 368 ident: bib0615 article-title: Boundary search for constrained numerical optimization problems with an algorithm inspired by the ant colony metaphor publication-title: IEEE Trans. Evolut. Comput. – volume: 218 start-page: 4710 year: 2012 end-page: 4730 ident: bib0385 article-title: Aerospace design optimization using a steady state real-coded genetic algorithm publication-title: Appl. Math. Comput. – volume: 13 start-page: 124 year: 2006 end-page: 137 ident: bib0550 article-title: Hybrid genetic algorithm: a review publication-title: Eng. Lett. – start-page: 223 year: 2006 end-page: 230 ident: bib0675 article-title: Differential evolution publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 1 start-page: 3 year: 2011 end-page: 18 ident: bib0725 article-title: A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms publication-title: Swarm Evolut. Comput. – volume: 10 start-page: 371 year: 2002 end-page: 395 ident: bib0540 article-title: A computationally efficient evolutionary algorithm for real-parameter optimization publication-title: Evolut. Comput. – year: 1981 ident: bib0660 article-title: Test Examples for Nonlinear Programming Codes – volume: 45 start-page: 254 year: 2014 end-page: 267 ident: bib0730 article-title: Mathematical modeling and optimal design of an MOCVD reactor for GaAs film growth publication-title: J. Taiwan Instit. Chem. Eng. – volume: 13 start-page: 265 year: 2007 end-page: 314 ident: bib0480 article-title: Improving crossover operator for real-coded genetic algorithm using virtual parents publication-title: J. Heuristics – volume: 25 start-page: 476 year: 2000 end-page: 484 ident: bib0650 article-title: A note on the finite time behavior of simulated annealing publication-title: Math. Oper. Res. – volume: 11 start-page: 37 year: 2007 end-page: 41 ident: bib0475 article-title: Searching performance of a real-coded genetic algorithm using biased probability distribution function and mutation publication-title: Artif. Life Robot. – volume: 220 start-page: 671 year: 1983 end-page: 680 ident: bib0645 article-title: Optimization by simulated annealing publication-title: Science – volume: 177 start-page: 632 year: 2007 end-page: 654 ident: bib0520 article-title: A real-coding jumping gene genetic algorithm (RJGGA) for multiobjective optimization publication-title: Inf. Sci. – volume: 218 start-page: 4710 year: 2012 end-page: 4730 ident: bib0525 article-title: A new crossover operator for real-coded genetic algorithms publication-title: Appl. Math. Comput. – volume: 1 start-page: 173 year: 2011 end-page: 194 ident: bib0620 article-title: Constraint-handling in nature-inspired numerical optimization: past, present and future publication-title: Swarm Evolut. Comput. – year: 1996 ident: bib0635 article-title: Genetic Algorithm – volume: 31 start-page: 184 year: 2008 end-page: 195 ident: bib0375 article-title: Optimal design and control of CPU heat sink processes publication-title: IEEE Trans. Compon. Pack. Technol. – volume: 1 start-page: 3 year: 2010 ident: bib0590 article-title: A review of constraint-handling techniques for evolution strategies publication-title: Appl. Comput. Intell. Soft Comput. – volume: 16 start-page: 193 year: 2002 end-page: 203 ident: bib0595 article-title: Constraint-handling in genetic algorithms through the use of dominance-based tournament selection publication-title: Adv. Eng. Inf. – volume: 12 start-page: 80 year: 2008 end-page: 92 ident: bib0610 article-title: An adaptive tradeoff model for constrained evolutionary optimization publication-title: IEEE Trans. Evolut. Comput. – volume: 9 start-page: 115 year: 1995 end-page: 148 ident: bib0490 article-title: Simulated binary crossover for continuous search space publication-title: Complex Syst. – volume: 191 start-page: 1245 year: 2002 end-page: 1287 ident: bib0580 article-title: Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art publication-title: Comput. Methods Appl. Mech. Eng. – start-page: 187 year: 1993 end-page: 202 ident: bib0485 article-title: Real-Coded Genetic Algorithm and Interval-Schemata – volume: 2 start-page: 319 year: 2009 end-page: 334 ident: bib0470 article-title: Performance improvement of real coded genetic algorithm with quadratic approximation based hybridization publication-title: Int. J. Intell. Def. Support Syst. – volume: 32 start-page: 10 year: 1993 end-page: 16 ident: bib0630 article-title: Toward a better understanding of mixing in genetic algorithms publication-title: J. Soc. Instrum. Control Eng. – volume: 12 start-page: 265 year: 1998 end-page: 319 ident: bib0510 article-title: Tackling real-coded genetic algorithms: operators and tools for behavioral analysis publication-title: Artif. Intell. Rev. – volume: 186 start-page: 311 year: 2000 end-page: 338 ident: bib0585 article-title: An efficient constraint handling method for genetic algorithms publication-title: Comput. Methods Appl. Mech. Eng. – volume: 10 start-page: 19 year: 2006 end-page: 28 ident: bib0410 article-title: A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance publication-title: IEEE Trans. Evolut. Comput. – start-page: 25 year: 2006 end-page: 32 ident: bib0695 publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 6 start-page: 38 year: 2005 end-page: 52 ident: bib0555 article-title: New hybrid genetic operators for real coded genetic algorithm to compute optimal control of a class of hybrid systems publication-title: Appl. Soft Comput. – volume: 4 start-page: 361 year: 1996 end-page: 394 ident: bib0625 article-title: A comparison of selection schemes used in evolutionary algorithms publication-title: Evolut. Comput. – volume: 9 start-page: 627 year: 1997 end-page: 641 ident: bib0740 article-title: A feedforward neural network with function shape autotuning publication-title: Neural Netw. – volume: 9 start-page: 437 year: 2005 end-page: 451 ident: bib0600 article-title: Constrained optimization by applying the constrained method to the nonlinear simplex method with mutations publication-title: IEEE Trans. Evolut. Comput. – volume: 26 start-page: 30 year: 1996 end-page: 45 ident: bib0640 article-title: A combined genetic adaptive search (GeneAS) for engineering design publication-title: Comput. Sci. Inf. – volume: 180 start-page: 2044 year: 2010 end-page: 2064 ident: bib0720 article-title: Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: experimental analysis of power publication-title: Inf. Sci. – volume: 178 start-page: 4421 year: 2008 end-page: 4433 ident: bib0460 article-title: Replacement strategies to preserve useful diversity in steady-state genetic algorithms publication-title: Inf. Sci. – start-page: 2488 year: 2011 end-page: 2495 ident: bib0575 article-title: A study on a real-coded genetic algorithm for process optimization using ranking selection, direction-based crossover and dynamic random mutation publication-title: 2011 IEEE Congress on Evolutionary Computation – start-page: 494 year: 1996 end-page: 497 ident: bib0535 article-title: Minimal generation gap model for GAs considering both exploration and exploitation publication-title: Proceedings of IIZUKA: Methodologies for the Computation, Design, an Application of Intelligent System – volume: 37 start-page: 5239 year: 2010 end-page: 5245 ident: bib0440 article-title: Solution of nonconvex and nonsmooth economic dispatch by a new adaptive real coded genetic algorithm publication-title: Expert Syst. Appl. – year: 2006 ident: bib0670 article-title: Problem Definitions and Evaluation Criteria for the CEC 2006 Special Session on Constrained Real-Parameter Optimization, Technical Report – start-page: 17 year: 2006 end-page: 24 ident: bib0715 article-title: Self-adaptive differential evolution algorithm for constrained real-parameter optimization publication-title: 2006 IEEE Congress on Evolutionary Computation – start-page: 33 year: 2006 end-page: 40 ident: bib0700 article-title: A multi-populated differential evolution algorithm for solving constrained optimization problem publication-title: 2006 IEEE Congress on Evolutionary Computation – volume: 6 start-page: 38 year: 2005 ident: 10.1016/j.asoc.2015.09.036_bib0555 article-title: New hybrid genetic operators for real coded genetic algorithm to compute optimal control of a class of hybrid systems publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2004.11.001 – volume: 4 start-page: 361 year: 1996 ident: 10.1016/j.asoc.2015.09.036_bib0625 article-title: A comparison of selection schemes used in evolutionary algorithms publication-title: Evolut. Comput. doi: 10.1162/evco.1996.4.4.361 – volume: 305 start-page: 320 year: 2015 ident: 10.1016/j.asoc.2015.09.036_bib0570 article-title: A real-coded genetic algorithm with a direction-based crossover operator publication-title: Inf. Sci. doi: 10.1016/j.ins.2015.01.026 – volume: 12 start-page: 265 year: 1998 ident: 10.1016/j.asoc.2015.09.036_bib0510 article-title: Tackling real-coded genetic algorithms: operators and tools for behavioral analysis publication-title: Artif. Intell. Rev. doi: 10.1023/A:1006504901164 – volume: 23 start-page: 109 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0380 article-title: An intelligent run-to-run control strategy for chemical–mechanical polishing processes publication-title: IEEE Trans. Semicond. Manuf. doi: 10.1109/TSM.2009.2039186 – volume: 9 start-page: 437 year: 2005 ident: 10.1016/j.asoc.2015.09.036_bib0600 article-title: Constrained optimization by applying the constrained method to the nonlinear simplex method with mutations publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/TEVC.2005.850256 – volume: 13 start-page: 124 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0550 article-title: Hybrid genetic algorithm: a review publication-title: Eng. Lett. – volume: 1 start-page: 3 year: 2011 ident: 10.1016/j.asoc.2015.09.036_bib0725 article-title: A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms publication-title: Swarm Evolut. Comput. doi: 10.1016/j.swevo.2011.02.002 – volume: 177 start-page: 632 year: 2007 ident: 10.1016/j.asoc.2015.09.036_bib0520 article-title: A real-coding jumping gene genetic algorithm (RJGGA) for multiobjective optimization publication-title: Inf. Sci. doi: 10.1016/j.ins.2006.07.019 – volume: 1 start-page: 3 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0590 article-title: A review of constraint-handling techniques for evolution strategies publication-title: Appl. Comput. Intell. Soft Comput. – volume: 218 start-page: 4710 year: 2012 ident: 10.1016/j.asoc.2015.09.036_bib0525 article-title: A new crossover operator for real-coded genetic algorithms publication-title: Appl. Math. Comput. – volume: 220 start-page: 671 year: 1983 ident: 10.1016/j.asoc.2015.09.036_bib0645 article-title: Optimization by simulated annealing publication-title: Science doi: 10.1126/science.220.4598.671 – volume: 4 start-page: 1 year: 1996 ident: 10.1016/j.asoc.2015.09.036_bib0665 article-title: Evolutionary algorithms for constrained parameter optimization problems publication-title: Evolut. Comput. doi: 10.1162/evco.1996.4.1.1 – volume: 2 start-page: 319 year: 2009 ident: 10.1016/j.asoc.2015.09.036_bib0470 article-title: Performance improvement of real coded genetic algorithm with quadratic approximation based hybridization publication-title: Int. J. Intell. Def. Support Syst. – volume: 186 start-page: 311 year: 2000 ident: 10.1016/j.asoc.2015.09.036_bib0585 article-title: An efficient constraint handling method for genetic algorithms publication-title: Comput. Methods Appl. Mech. Eng. doi: 10.1016/S0045-7825(99)00389-8 – volume: 32 start-page: 49 year: 2001 ident: 10.1016/j.asoc.2015.09.036_bib0450 article-title: An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization publication-title: Adv. Eng. Softw. doi: 10.1016/S0965-9978(00)00070-3 – start-page: 480 year: 2002 ident: 10.1016/j.asoc.2015.09.036_bib0430 article-title: How random generator quality impacts genetic algorithm performance – volume: 26 start-page: 30 year: 1996 ident: 10.1016/j.asoc.2015.09.036_bib0640 article-title: A combined genetic adaptive search (GeneAS) for engineering design publication-title: Comput. Sci. Inf. – volume: 9 start-page: 115 year: 1995 ident: 10.1016/j.asoc.2015.09.036_bib0490 article-title: Simulated binary crossover for continuous search space publication-title: Complex Syst. – volume: 14 start-page: 865 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0465 article-title: A dual-population genetic algorithm for adaptive diversity control publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/TEVC.2010.2043362 – volume: 9 start-page: 627 year: 1997 ident: 10.1016/j.asoc.2015.09.036_bib0740 article-title: A feedforward neural network with function shape autotuning publication-title: Neural Netw. doi: 10.1016/0893-6080(96)00006-8 – start-page: 246 year: 1997 ident: 10.1016/j.asoc.2015.09.036_bib0495 article-title: A real-coded genetic algorithm for functional optimization using unimodal normal distribution crossover – volume: 1 start-page: 173 year: 2011 ident: 10.1016/j.asoc.2015.09.036_bib0620 article-title: Constraint-handling in nature-inspired numerical optimization: past, present and future publication-title: Swarm Evolut. Comput. doi: 10.1016/j.swevo.2011.10.001 – start-page: 187 year: 1993 ident: 10.1016/j.asoc.2015.09.036_bib0485 – volume: 180 start-page: 2815 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0565 article-title: A hybrid genetic algorithm with the Baldwin effect publication-title: Inf. Sci. doi: 10.1016/j.ins.2009.11.015 – start-page: 231 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0710 article-title: PESO+ for constrained optimization – year: 1996 ident: 10.1016/j.asoc.2015.09.036_bib0635 – volume: 33 start-page: 3392 year: 2009 ident: 10.1016/j.asoc.2015.09.036_bib0395 article-title: Real-coded genetic algorithm for system identification and controller tuning publication-title: Appl. Math. Model. doi: 10.1016/j.apm.2008.11.006 – volume: 25 start-page: 476 year: 2000 ident: 10.1016/j.asoc.2015.09.036_bib0650 article-title: A note on the finite time behavior of simulated annealing publication-title: Math. Oper. Res. doi: 10.1287/moor.25.3.476.12211 – year: 2007 ident: 10.1016/j.asoc.2015.09.036_bib0655 – start-page: 276 year: 1997 ident: 10.1016/j.asoc.2015.09.036_bib0420 article-title: The quality of pseudo-random number generators and simple genetic algorithm performance – start-page: 2488 year: 2011 ident: 10.1016/j.asoc.2015.09.036_bib0575 article-title: A study on a real-coded genetic algorithm for process optimization using ranking selection, direction-based crossover and dynamic random mutation – start-page: 311 year: 2002 ident: 10.1016/j.asoc.2015.09.036_bib0425 article-title: On random numbers and the performance of genetic algorithms – volume: 86 start-page: 915 year: 2009 ident: 10.1016/j.asoc.2015.09.036_bib0435 article-title: Enhancement of combined heat and power economic dispatch using self adaptive real-coded genetic algorithm publication-title: Appl. Energy doi: 10.1016/j.apenergy.2008.10.002 – volume: 130 start-page: 350 year: 2009 ident: 10.1016/j.asoc.2015.09.036_bib0615 article-title: Boundary search for constrained numerical optimization problems with an algorithm inspired by the ant colony metaphor publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/TEVC.2008.926731 – volume: 11 start-page: 83 year: 2011 ident: 10.1016/j.asoc.2015.09.036_bib0445 article-title: Enhancement of self-adaptive real-coded genetic algorithm using Taguchi method for economic dispatch problem publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2009.10.019 – year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0670 – start-page: 9 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0680 article-title: Dynamic multi-swarm particle swarm optimizer with a novel constraint-handling mechanism – start-page: 17 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0715 article-title: Self-adaptive differential evolution algorithm for constrained real-parameter optimization – start-page: 25 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0695 – start-page: 33 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0700 article-title: A multi-populated differential evolution algorithm for solving constrained optimization problem – volume: 3 start-page: 124 year: 1999 ident: 10.1016/j.asoc.2015.09.036_bib0405 article-title: Parameter control in evolutionary algorithms publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/4235.771166 – volume: 5 start-page: 250 year: 2001 ident: 10.1016/j.asoc.2015.09.036_bib0515 article-title: On self-adaptive features in real-parameter evolutionary algorithms publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/4235.930314 – start-page: 494 year: 1996 ident: 10.1016/j.asoc.2015.09.036_bib0535 article-title: Minimal generation gap model for GAs considering both exploration and exploitation – volume: 133 start-page: 229 year: 2001 ident: 10.1016/j.asoc.2015.09.036_bib0505 article-title: Search space boundary extension method in real-coded genetic algorithms publication-title: Inf. Sci. doi: 10.1016/S0020-0255(01)00087-1 – volume: 6 start-page: 333 year: 1992 ident: 10.1016/j.asoc.2015.09.036_bib0400 article-title: Genetic algorithms, noise, and the sizing of population publication-title: Complex Syst. – volume: 37 start-page: 5239 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0440 article-title: Solution of nonconvex and nonsmooth economic dispatch by a new adaptive real coded genetic algorithm publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2009.12.084 – volume: 180 start-page: 2044 year: 2010 ident: 10.1016/j.asoc.2015.09.036_bib0720 article-title: Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: experimental analysis of power publication-title: Inf. Sci. doi: 10.1016/j.ins.2009.12.010 – volume: 7 start-page: 4871 year: 2001 ident: 10.1016/j.asoc.2015.09.036_bib0545 article-title: Two efficient real-coded genetic algorithms for real parameter optimization publication-title: Int. J. Innov. Inf. Control – volume: 31 start-page: 184 year: 2008 ident: 10.1016/j.asoc.2015.09.036_bib0375 article-title: Optimal design and control of CPU heat sink processes publication-title: IEEE Trans. Compon. Pack. Technol. doi: 10.1109/TCAPT.2008.916855 – start-page: 664 year: 1999 ident: 10.1016/j.asoc.2015.09.036_bib0500 article-title: Multi-parents recombination with simplex crossover in real-coded genetic algorithms – volume: 24 start-page: 540 year: 2009 ident: 10.1016/j.asoc.2015.09.036_bib0560 article-title: Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: combining neighborhood-based crossover operators publication-title: Int. Intell. Syst. doi: 10.1002/int.20348 – volume: 183 start-page: 48 year: 2012 ident: 10.1016/j.asoc.2015.09.036_bib0530 article-title: A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation publication-title: Inf. Sci. doi: 10.1016/j.ins.2011.07.013 – start-page: 223 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0675 article-title: Differential evolution – volume: 191 start-page: 1245 year: 2002 ident: 10.1016/j.asoc.2015.09.036_bib0580 article-title: Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art publication-title: Comput. Methods Appl. Mech. Eng. doi: 10.1016/S0045-7825(01)00323-1 – volume: 13 start-page: 265 year: 2007 ident: 10.1016/j.asoc.2015.09.036_bib0480 article-title: Improving crossover operator for real-coded genetic algorithm using virtual parents publication-title: J. Heuristics doi: 10.1007/s10732-007-9018-2 – volume: 11 start-page: 37 year: 2007 ident: 10.1016/j.asoc.2015.09.036_bib0475 article-title: Searching performance of a real-coded genetic algorithm using biased probability distribution function and mutation publication-title: Artif. Life Robot. doi: 10.1007/s10015-006-0396-6 – volume: 42 start-page: 237 year: 2000 ident: 10.1016/j.asoc.2015.09.036_bib0735 article-title: Uniform design: theory and application publication-title: Technometrics doi: 10.1080/00401706.2000.10486045 – volume: 16 start-page: 193 year: 2002 ident: 10.1016/j.asoc.2015.09.036_bib0595 article-title: Constraint-handling in genetic algorithms through the use of dominance-based tournament selection publication-title: Adv. Eng. Inf. doi: 10.1016/S1474-0346(02)00011-3 – volume: 35 start-page: 237 year: 2004 ident: 10.1016/j.asoc.2015.09.036_bib0455 article-title: Improvements of real coded genetic algorithms based on differential operators preventing premature convergence publication-title: Adv. Eng. Softw. doi: 10.1016/S0965-9978(03)00113-3 – volume: 10 start-page: 19 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0410 article-title: A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/TEVC.2005.860765 – volume: 4739 start-page: 820 year: 2007 ident: 10.1016/j.asoc.2015.09.036_bib0415 article-title: Self-adaptive population size adjustment for genetic algorithm publication-title: Lect. Notes Comput. Sci. doi: 10.1007/978-3-540-75867-9_103 – volume: 32 start-page: 10 year: 1993 ident: 10.1016/j.asoc.2015.09.036_bib0630 article-title: Toward a better understanding of mixing in genetic algorithms publication-title: J. Soc. Instrum. Control Eng. – volume: 16 start-page: 151 year: 2011 ident: 10.1016/j.asoc.2015.09.036_bib0390 article-title: Microbrushless DC motor control design based on real-coded structural genetic algorithm publication-title: IEEE/ASME Trans. Mechatron. doi: 10.1109/TMECH.2009.2037620 – volume: 12 start-page: 80 year: 2008 ident: 10.1016/j.asoc.2015.09.036_bib0610 article-title: An adaptive tradeoff model for constrained evolutionary optimization publication-title: IEEE Trans. Evolut. Comput. doi: 10.1109/TEVC.2007.902851 – start-page: 239 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0705 article-title: A population-based, parent centric procedure for constrained real-parameter optimization – year: 1981 ident: 10.1016/j.asoc.2015.09.036_bib0660 – start-page: 207 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0685 article-title: Constrained real-parameter optimization with generalized differential evolution – volume: 178 start-page: 4421 year: 2008 ident: 10.1016/j.asoc.2015.09.036_bib0460 article-title: Replacement strategies to preserve useful diversity in steady-state genetic algorithms publication-title: Inf. Sci. doi: 10.1016/j.ins.2008.07.031 – volume: 218 start-page: 4710 year: 2012 ident: 10.1016/j.asoc.2015.09.036_bib0385 article-title: Aerospace design optimization using a steady state real-coded genetic algorithm publication-title: Appl. Math. Comput. doi: 10.1016/j.amc.2011.07.038 – start-page: 215 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0690 article-title: Self-adaptive differential evolution algorithm in constrained real-parameter optimization – volume: 10 start-page: 371 year: 2002 ident: 10.1016/j.asoc.2015.09.036_bib0540 article-title: A computationally efficient evolutionary algorithm for real-parameter optimization publication-title: Evolut. Comput. doi: 10.1162/106365602760972767 – start-page: 1 year: 2006 ident: 10.1016/j.asoc.2015.09.036_bib0605 article-title: Constrained optimization by the constrained differential evolution with gradient-based mutation and feasible elites – volume: 45 start-page: 254 year: 2014 ident: 10.1016/j.asoc.2015.09.036_bib0730 article-title: Mathematical modeling and optimal design of an MOCVD reactor for GaAs film growth publication-title: J. Taiwan Instit. Chem. Eng. doi: 10.1016/j.jtice.2013.05.022 |
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| Snippet | •A novel and efficient RCGA for constrained optimization has been proposed.•The proposed RCGA integrates three effective and novel evolutionary operators named... |
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| SubjectTerms | Constrained optimization Crossover operator Evolutionary algorithms Penalty functions Real-coded genetic algorithm |
| Title | A simple and efficient real-coded genetic algorithm for constrained optimization |
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