Computer modeling genetic algorithm

Talafous J, Sayre LM, Mieyal JJ, Klopman G. META. 2. A dictionary model of mammalian xenobiotic metabolism. J Chem Inf Comput Sci 1994 34 1326-33. Klopman G, Tu M, Talafous J. META. 3. A genetic algorithm for metabolic transform priorities optimization. J Chem Inf Comput Sci 1997 37 329-34. Langowski J, Long A. Computer systems for the prediction of xenobiotic metabolism. Adv Drug Del Rev 2002 54 407-15. 

In the present study, we propose a tuning method for PID controllers and apply the method to control the PBL process in LG chemicals Co. located in Yeochun. In the tuning method proposed in the present work, we first find the approximated process model after each batch by a closed-loop Identification method using operating data and then compute optimum tuning parameters of PID controllers based on GA (Genetic Algorithm) method. 

Edwards, K. V. Manousiouthakis and T. F. Edgar. Kinetic Model Reduction Using Genetic Algorithms. Comput Chem Eng 22 239-246 (1998). 

Computers and Chemical Engineering, 30, 889 (2006). Reaction Mechanism Reduction and Optimization for Modeling Aviation Fuel Oxidation using Standard and Hybrid Genetic Algorithms. 

Several methods have been developed to aid in the selection of descriptors to create a QSAR model. The use of brute computational force to test every possible combination of the above problem is wasteful. Methods such as the Stepwise Searches (45), Simulated Annealing (94), and Genetic Algorithms... 

K. Edwards, T.F. Edgar, and V.I. Manousiouthakis. Kinetic model reduction using genetic algorithms. Computers and Chemical Engineering, 22 239-246, 1998. 

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