Optimal design of an in-situ bioremediation system using support vector machine and particle swarm optimization

Journal of Contaminant Hydrology

Volumn 151, Issue , 2013, Pages 105-116

  Ch, Sudheer ^a   Kumar, Deepak ^a   Prasad, Ram Kailash ^b   Mathur, Shashi ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^b NORTH EASTERN REGIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY   (India)

Author keywords

Bioremediation; Groundwater; Particle swarm optimization; Support vector machine

Indexed keywords

BIODEGRADATION KINETICS; FINITE DIFFERENCE MODEL; IN-SITU BIOREMEDIATION; INITIAL AND BOUNDARY CONDITIONS; NONLINEAR SYSTEM OF EQUATIONS; OPTIMIZATION TECHNIQUES; PARTICLE SWARM OPTIMIZATION TECHNIQUE; SPATIAL AND TEMPORAL DISTRIBUTION;

BIODEGRADATION; BIOREMEDIATION; BIOTECHNOLOGY; COMPUTER SIMULATION; COSTS; GROUNDWATER; OPTIMAL SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO); POLLUTION; PUMPS; SOLUTE TRANSPORT;

SUPPORT VECTOR MACHINES;

ARTIFICIAL INTELLIGENCE; BIODEGRADATION; BIOREMEDIATION; BOUNDARY CONDITION; DESIGN; FINITE DIFFERENCE METHOD; GROUNDWATER; OPTIMIZATION; PUMPING; SOLUTE TRANSPORT; SPATIAL DISTRIBUTION; TEMPORAL DISTRIBUTION;

ACCURACY; ARTICLE; BIOREMEDIATION; CONTROLLED STUDY; DEGRADATION KINETICS; ECOLOGICAL PROCEDURES; EXPERIMENTAL DESIGN; GEOGRAPHIC DISTRIBUTION; INTERMETHOD COMPARISON; LEARNING ALGORITHM; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; MEDICAL PROCEDURES; NONLINEAR SYSTEM; PARTICLE SWARM OPTIMIZATION; PREDICTION; PRIORITY JOURNAL; PROCESS DEVELOPMENT; PROCESS OPTIMIZATION; STEADY STATE; SUPPORT VECTOR MACHINE; TIME VARYING PUMPING STRATEGY;

BIOREMEDIATION; GROUNDWATER; PARTICLE SWARM OPTIMIZATION; SUPPORT VECTOR MACHINE;

BIODEGRADATION, ENVIRONMENTAL; GROUNDWATER; MODELS, THEORETICAL; SUPPORT VECTOR MACHINES; WATER POLLUTANTS, CHEMICAL;

EID: 84879110170     PISSN: 01697722     EISSN: 18736009     Source Type: Journal    
DOI: 10.1016/j.jconhyd.2013.05.003     Document Type: Article

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