Ant colony system algorithm for the optimization of beer fermentation control

Journal of Zhejiang University: Science

Volumn 5, Issue 12, 2004, Pages 1597-1603

  Xiao, Jie ^a   Zhou, Ze Kui ^a   Zhang, Guang Xin ^a  

^a STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

ACS algorithm; Beer fermentation; Kinetic model; Optimal temperature profile; Optimization

Indexed keywords

ALGORITHMS; BYPRODUCTS; ETHANOL; MATHEMATICAL MODELS; OPTIMIZATION; TEMPERATURE DISTRIBUTION;

ANT COLONY SYSTEM ALGORITHM; BEER FERMENTATION; DYNAMIC PROCESS; KINETIC MODEL; OPTIMAL TEMPERATURE PROFILE; SPOILAGE RISK;

FERMENTATION;

ALGORITHM; ARTICLE; BEER; BIOLOGICAL MODEL; BIOREACTOR; COMPARATIVE STUDY; COMPUTER SIMULATION; CULTURE TECHNIQUE; EVALUATION; FEEDBACK SYSTEM; FERMENTATION; METHODOLOGY; MICROBIOLOGY; PHYSIOLOGY; TEMPERATURE;

ALGORITHMS; BEER; BIOREACTORS; CELL CULTURE TECHNIQUES; COMPUTER SIMULATION; FEEDBACK; FERMENTATION; MODELS, BIOLOGICAL; TEMPERATURE;

EID: 11844304382     PISSN: 10093095     EISSN: None     Source Type: Journal    
DOI: 10.1631/jzus.2004.1597     Document Type: Article

References (7)

1. Andres-Toro, B., Giron-Sierra, J.M., Lopez-Orozco, J.A., Fernandez-Conde, C., 1997a. Application of Genetic Algorithms and Simulations for the Optimization of Batch Fermentation Control. Proc. IEEE International Conference on System, Man, and Cybernetics, 'Computational Cybernetics and Simulation', p.392-397.
2. Andres-Toro, B., Giron-Sierra, J.M., Lopez-Orozco, J.A., Fernandez-Conde, C., 1997b. Using Genetic Algorithms for Dynamic Optimization: An Industrial Fermentation Case. Proceedings of the 36th Conference on Decision and Control. San Diego, California, USA, p.828-829.
3. Andres-Toro, B., Giron-Sierra, J.M., Lopez-Orozco, J.A., Fernandez-Conde, C., Peinado, J.M., Garcia-Ochoa, F., 1998. A kinetic model for beer production under industrial operational conditions. Mathematics and Computers in Simulation, 48:65-74.
4. Carrillo-Ureta, G.E., Roberts, P.D., Becerra, V.M., 2001. Genetic Algorithms for Optimal Control of Beer Fermentation. Proceedings of the 2001 IEEE International Symposium on Intelligent Control, Mexico City, Mexico, p.391-396.
5. Dorigo, M., Gambardella, L.M., 1997. Ant colony system: a cooperative learning approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation, 1(1):53-66.
6. Dorigo, M., Maniezzo, V., Colorni, A., 1996. Ant system: optimization by a colony of cooperating agents. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 26(1):29-41.
7. Dorigo, M., Gambardella, L.M., Middendorf, M., Stutzle, T., 2002. Guest editorial special section on ant colony optimization. IEEE Transactions on Evolutionary Computation, 6(4):317-319.