Genetic algorithm usage in water quality monitoring networks optimization in Gediz (Turkey) River Basin

Environmental Monitoring and Assessment

Volumn 108, Issue 1-3, 2005, Pages 261-277

  Icaga, Yilmaz ^a  

^a AFYON KOCATEPE UNIVERSITY   (Turkey)

Author keywords

Genetic algorithm; Network design; Optimization; Sampling sites; Water quality monitoring

Indexed keywords

CATCHMENTS; DYNAMIC PROGRAMMING; GENETIC ALGORITHMS; MONITORING; OPTIMIZATION; RIVERS;

NETWORK DESIGN; SAMPLING SITES; TURKEY; WATER QUALITY MONITORING;

WATER QUALITY;

GENETIC ALGORITHM; NONPOINT SOURCE POLLUTION; OPTIMIZATION; POLLUTION MONITORING; RIVER BASIN; WATER QUALITY;

ARTICLE; ENVIRONMENTAL MONITORING; GENETIC ALGORITHM; PROCESS OPTIMIZATION; RIVER BASIN; TURKEY (REPUBLIC); WATER POLLUTION; WATER QUALITY; WATER SAMPLING;

ALGORITHMS; ENVIRONMENTAL MONITORING; MODELS, THEORETICAL; POPULATION DENSITY; RIVERS; TURKEY; WATER POLLUTION;

EASTERN HEMISPHERE; EURASIA; GEDIZ BASIN; TURKEY; WORLD;

EID: 25844475661     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-005-4328-z     Document Type: Article

References (13)

1. J. D. Gibbons and S. Chakraborti 1992 Nonparametric Statistical Inference 3rd edn. Marcel Dekker New York
2. D. E. Goldberg 1989 Genetic Algorithms in Search, Optimization, and Machine Learning Addison Wesley Longman U.S.A. 412
3. Halhal, D., Walters, G. A., Ouazar, D. and Savic, D. A.: 1997, 'Water network rehabilitation with structured messy genetic algorithm', J. Water Resource Plan. Manag. (May-June), pp. 137-146.
4. Icaga, Y.: 1998, 'Spatial Optimization of Hydrometric Data Networks by System Analysis Techniques', PhD Thesis, 9 Eylul University, Izmir, p. 228.
5. Karpouzos, D. K., Delay, F. Katsifarakis, K. L. and de Marsily, G.: 2001, 'A multipopulation genetic algorithm to solve the inverse problem in hydrogeology', Water Resource Res. 37 (9), 2291-2302. 10.1029/ 2000WR900411
6. Lettenmaier, D. P., Anderson, D. E. and Brenner, R. N.: 1984, 'Consolidation of a stream quality monitoring network', Water Resource Bull. 20 (4), 473-481.
7. T. A. McMahon and R. G. Mein 1986 River and Reservoir Yield Monash University Australia 368
8. M. Mitchell 1998 An Introduction to Genetic Algorithms, A Bradford Book The MIT Press Massachusetts 209
9. Mulligan, A. E. and Brown, L. C.: 1998, 'Genetic algorithms for calibrating water quality models', J. Environ. Engin. (March) 202-211.
10. A. Osyczka 2002 Evolutionary Algorithms for Single and Multicriteria Design Optimization Physica-Verlag Heidelberg New York 218
11. Sharp, W. E.: 1970, 'Stream order as a measure of sample uncertainty', Water Resource Res. 6 (3), 919-926.
12. Sharp, W. E.: 1971, 'A topologically optimum water - sampling plan for rivers and streams', Water Resource Res. 7 (6), 1641-1646.
13. Vasquez, J. A., Maier, H. R., Lence, B. J., Tolson, B. A. and Foschi, R. O.: 2000, 'Achieving water quality system reliability using genetic algorithms', J. Environ. Engin. (October), 954-962.