Population Size Influence on the Genetic and Ant Algorithms Performance in Case of Cultivation Process Modeling
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[1] V. K. Koumousis,et al. A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance , 2006, IEEE Transactions on Evolutionary Computation.
[2] D. Dochain,et al. On-Line Estimation and Adaptive Control of Bioreactors , 2013 .
[3] D. E. Goldberg,et al. Genetic Algorithms in Search , 1989 .
[4] Stefka Fidanova. Simulated Annealing: A Monte Carlo Method for GPS Surveying , 2006, International Conference on Computational Science.
[5] David E. Goldberg,et al. The parameter-less genetic algorithm in practice , 2004, Inf. Sci..
[6] D. E. Goldberg,et al. Optimization and Machine Learning , 2022 .
[7] C. Wandrey,et al. Modeling of the pyruvate production with Escherichia coli in a fed-batch bioreactor , 2004, Bioprocess and biosystems engineering.
[8] Zbigniew Michalewicz,et al. Parameter Control in Evolutionary Algorithms , 2007, Parameter Setting in Evolutionary Algorithms.
[9] Tarek Y. ElMekkawy,et al. Tuning the Parameters of a Memetic Algorithm to Solve Vehicle Routing Problem with Backhauls Using Design of Experiments , 2007 .
[10] Alan Piszcz,et al. Genetic programming: optimal population sizes for varying complexity problems , 2006, GECCO '06.
[11] Olympia Roeva,et al. Improvement of genetic algorithm performance for identification of cultivation process models , 2008 .
[12] Pedro A. Diaz-Gomez,et al. Initial Population for Genetic Algorithms: A Metric Approach , 2007, GEM.
[13] Marco Dorigo,et al. Swarm intelligence: from natural to artificial systems , 1999 .
[14] Miguel A. Vega-Rodríguez,et al. AlineaGA—a genetic algorithm with local search optimization for multiple sequence alignment , 2010, Applied Intelligence.
[15] Olympia Roeva,et al. Fed-Batch Cultivation Control Based on Genetic Algorithm PID Controller Tuning , 2010, NMA.
[16] Olympia Roeva,et al. Application of Genetic Algorithms and Ant Colony Optimization for Modelling of E. coli Cultivation Process , 2012 .
[17] Bernd Hitzmann,et al. Feed Forward/Feedback Control of Glucose Concentration During Cultivation of Escherichia Coli , 2001 .
[18] A. Wolfe,et al. Effects of mutations in acetate metabolism on high-cell-density growth of Escherichia coli , 2000, Journal of Industrial Microbiology and Biotechnology.
[19] Kouame Kan Benjamin,et al. Genetic Algorithms Using for a Batch Fermentation Process Identification , 2008 .
[20] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[21] Thomas Stützle,et al. Ant Colony Optimization , 2009, EMO.
[22] Gunhan Mirac Bayhan,et al. A hybrid genetic algorithm for mixed model assembly line balancing problem with parallel workstations and zoning constraints , 2011, Eng. Appl. Artif. Intell..
[23] J.T. Alander,et al. On optimal population size of genetic algorithms , 1992, CompEuro 1992 Proceedings Computer Systems and Software Engineering.
[24] John Swarbrooke,et al. Case Study 18 – Las Vegas, Nevada, USA , 2007 .
[25] Thomas Bartz-Beielstein,et al. Experimental Research in Evolutionary Computation - The New Experimentalism , 2010, Natural Computing Series.
[26] Jacek Kucharski,et al. GPU-based tuning of quantum-inspired genetic algorithm for a combinatorial optimization problem , 2012 .
[27] Zbigniew Michalewicz,et al. Parameter control in evolutionary algorithms , 1999, IEEE Trans. Evol. Comput..
[28] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[29] Goldberg,et al. Genetic algorithms , 1993, Robust Control Systems with Genetic Algorithms.
[30] N. Volk,et al. Model-based optimization of viral capsid protein production in fed-batch culture of recombinant Escherichia coli , 2003, Bioprocess and biosystems engineering.
[31] Cláudio F. Lima,et al. A review of adaptive population sizing schemes in genetic algorithms , 2005, GECCO '05.
[32] Hussain N. Al-Duwaish. A genetic approach to the identification of linear dynamical systems with static nonlinearities , 2000, Int. J. Syst. Sci..
[33] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[34] Colin R. Reeves,et al. Using Genetic Algorithms with Small Populations , 1993, ICGA.
[35] Eric Goodman,et al. Investigations in meta-GAs: panaceas or pipe dreams? , 2005, GECCO '05.
[36] David E. Goldberg,et al. Bayesian Optimization Algorithm, Population Sizing, and Time to Convergence , 2000, GECCO.