Optimization of laccase mediated biodegradation of 2,4-dichlorophenol using genetic algorithm

Water Research

Volumn 43, Issue 14, 2009, Pages 3503-3510

  Bhattacharya, S S ^a   Karmakar, S ^a   Banerjee, R ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

2,4 DCP; Box Behnken design; Crossover; Genetic algorithm; Mutation; Response surface methodology

Indexed keywords

BIODEGRADATION; DESIGN; ENZYME ACTIVITY; SURFACE PROPERTIES;

2,4-DCP; BOX-BEHNKEN DESIGN; CONDITION; CONTACT TIME; CROSSOVER; LACCASES; MUTATION; OPTIMISATIONS; RESPONSE SURFACE MODELLING; RESPONSE-SURFACE METHODOLOGY;

GENETIC ALGORITHMS;

2,4 DICHLOROPHENOL; LACCASE;

BIODEGRADATION; ENVIRONMENTAL CONDITIONS; ENZYME ACTIVITY; EXPERIMENTAL STUDY; GENETIC ALGORITHM; MUTATION; OPTIMIZATION; PARAMETERIZATION; PH; TEMPERATURE EFFECT;

ACCURACY; ARTICLE; BIODEGRADATION; CONTROLLED STUDY; CROSSING OVER; ENVIRONMENTAL TEMPERATURE; ENZYME ACTIVITY; GENETIC ALGORITHM; MUTATION; PH; PLEUROTUS; PRIORITY JOURNAL; PROCESS OPTIMIZATION; RESPONSE SURFACE METHOD;

EID: 67649947419     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.watres.2009.05.012     Document Type: Article

References (19)

1. Bhattacharya S.S., and Banerjee R. Laccase mediated biodegradation of 2,4-DCP using response surface methodology. Chemosphere 73 (2008) 81-85
2. Box G.E.P., and Behnken D.W. Some new three level designs for the study of quantitative variables. Technometrics 2 (1960) 455-475
3. Campagnolo J.F., and Akgerman A. Modeling of soil vapor extraction (SVE) systems - part II, biodegradation aspects of soil vapor extraction. Waste Management 15 (1995) 391-397
4. Christodoulatos C., and Mohiuddin M. Generalized models for prediction of pentachlorophenol adsorption by natural soils. Water Environment Research 68 (1996) 370-378
5. Ettala M., Koskela, and Kiesila A. Removal of chlorophenols in a municipal sewage treatment plant using activated sludge. Water Research 26 (1992) 797-804
6. Gen M., and Cheng R. Genetic Algorithms and Engineering Design. first ed. (1999), John Wiley & Sons, Inc., New York
7. Gesto M., Tintos A., Soengas J.L., and Mígue J.M. β-Naphthoflavone and benzo(a)pyrene alter dopaminergic, noradrenergic, and serotonergic systems in brain and pituitary of rainbow trout (Oncorhynchus mykiss). Ecotoxicology and Environmental Safety 72 (2009) 191-198
8. Hendricks J.D., Meyers T.R., Shelton D.W., Casteel J.L., and Bailey G.S. Hepatocarcinogenicity of benzo[a]pyrene to rainbow trout by dietary exposure and intraperitoneal injection. Journal of the National Cancer Institute 74 (1985) 839-851
9. Holland J.H. Adaptation in Natural and Artificial Systems. first ed. (1975), The University of Michigan Press, Ann Arbor
10. Liu J., Guan X., Zhu D., and Sun J. Optimization of the enzymatic pretreatment in oat bran protein extraction by particle swarm optimization algorithms for response surface modeling. LWT - Food Science and Technology 41 (2008) 1913-1918
11. Michalewicz Z. Genetic Algorithms + Data Structure = Evolution Programs. third ed. (1996), Springer Verlag, New York
12. Mitchell M. An introduction to Genetic Algorithms. first ed. (1996), The MIT Press, London
13. Montgomery D.C. Design and Analysis of Experiments. fourth ed. (2004), John Wiley & Sons Inc., New York
14. Myers R.H., and Montgomery D.C. Response Surface Methodology: Process and Product Optimization Using Designed Experiments. second ed. (2002), Wiley, New York
15. Nelson D.L., and Cox M. Lehninger Principles of Biochemistry. third ed. (2000), Macmillan Worth Publishers, New York
16. Qin X.S., Huang G.H., and He L. Simulation and optimization technologies for petroleum waste management and remediation process control. Journal of Environmental Management 90 (2009) 54-76
17. Sinha E., and Minsker B.S. Multiscale island injection GAs for groundwater remediation. Advances in Water Resources 30 (2007) 1933-1942
18. Valo R.J., Haggblom M.M., and Salkinoja-Salonen M. Bioremediation of Chlorophenol containing simulated ground water by immobilized bacteria. Water Research 24 (1990) 253-258
19. Zhang J., Liu X., Xu Z., Chen H., and Yang Y. Degradation of chlorophenols catalyzed by laccase. International Biodeterioration & Biodegradation 61 (2008) 351-356