Constrained genetic algorithms for optimizing multi-use reservoir operation

Journal of Hydrology

Volumn 390, Issue 1-2, 2010, Pages 66-74

  Chang, Li Chiu ^a   Chang, Fi John ^b   Wang, Kuo Wei ^b   Dai, Shin Yi ^b  

^a TAMKANG UNIVERSITY   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Constrained genetic algorithms (CGA); Ecological base flow; Penalty strategy; Reservoir operation

Indexed keywords

BASEFLOWS; DECISION MAKING PROCESS; FITNESS FUNCTIONS; OPERATIONAL PERFORMANCE; OPTIMAL STRATEGIES; PENALTY FUNCTION; PENALTY STRATEGY; RESERVOIR OPERATION; RESERVOIR STORAGE; SHIH-MEN RESERVOIR; WATER DEMAND; WATER RELEASE; WATER RESOURCES MANAGEMENT; WATER USERS;

AERODYNAMICS; DECISION MAKING; ECOLOGY; FUNCTION EVALUATION; GENETIC ALGORITHMS; GROUNDWATER FLOW; OPTIMAL SYSTEMS; OPTIMIZATION; RESERVOIR MANAGEMENT; WATER RESOURCES; WATER SUPPLY;

RESERVOIRS (WATER);

BASEFLOW; DECISION MAKING; GENETIC ALGORITHM; INDEX METHOD; RESERVOIR; WATER MANAGEMENT; WATER RESOURCE;

EID: 77955266443     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2010.06.031     Document Type: Article

References (34)

1. Abedian A., Ghiasi M.H., Dehghan-Manshadi B. Effect of a linear-exponential penalty function on the GA's efficiency in optimization of a laminated composite panel. International Journal of Computational Intelligence 2006, 2(1):5-11.
2. Arthington A.H., Bunn S.E., Poff N.L.R., Naiman R.J. The challenge of providing environmental flow rules to sustain river ecosystems. Ecological Applications 2006, 16(4):1311-1318.
3. Bauer, M., Olsson, O., 2008. Integration of enhanced reservoir operation (enrop) into IWRM in association with environmental and ecological aspects. In: XIIIth World Water Congress, Montpellier.
4. Cai X., McKinney D.C., Lasdon L.S. Solving nonlinear water management models using a combined genetic algorithm and linear programming approach. Advances in Water Resources 2001, 24(6):667-676.
5. Chang F.J. Integration of Ecohydrology in managing Water Resources 2004, Water Resources Agency, Taipei, Taiwan, (1/2) (in Chinese).
6. Chang L.C. Guiding rational reservoir flood operation using penalty-type genetic algorithm. Journal of Hydrology 2008, 354:65-74.
7. Chang L.C., Chang F.J. Intelligent control for modelling of real-time reservoir operation. Hydrological Processes 2001, 15(9):1621-1634.
8. Chang F.J., Chen L., Chang L.C. Optimizing the reservoir operation rule curves by genetic algorithms. Hydrological Processes 2005, 19(11):2277-2289.
9. Chang F.J., Tsai M.J., Tsai W.P., Herricks E.E. Assessing the ecological hydrology of natural flow conditions in Taiwan. Journal of Hydrology 2008, 354:75-89.
10. Chang, F.J., Wu, T.C., Tsai, W.P., Herricks, E.E., 2009. Defining the ecological hydrology of Taiwan Rivers using multivariate statistical methods. Journal of Hydrology (on line).
11. Chaves P., Chang F.J. Intelligent reservoir operation system based on evolving artificial neural networks. Advances in Water Resources 2008, 31:926-936.
12. Chen L., Chang FJ. Applying a real-coded multi-population genetic algorithm to multi-reservoir operation. Hydrological Processes 2007, 21(5):688-698.
13. Chen Y.H., Chang F.J. Evolutionary artificial neural networks for hydrological systems forecasting. Journal of Hydrology 2009, 367:125-137.
14. Chen L., McPhee J., Yeh W.W.G. A diversified multiobjective GA for optimizing reservoir rule curves. Advances in Water Resources 2007, 30(5):1082-1093.
15. Deep K., Dipti A self-organizing migrating genetic algorithm for constrained optimization. Applied Mathematics and Computation 2008, 198(1):237-250.
16. Galizia Tundisi J., Matsumura-Tundisi T. Integration of research and management in optimizing multiple uses of reservoirs: the experience in South America and Brazilian case studies. Hydrobiologia 2003, 500(1):231-242.
17. Gibbins C.N., Soulsby C., Jeffries M.J., Acornley R. Developing ecologically acceptable river flow regimes: a case study of Kielder reservoir and the Kielder water transfer system. Fisheries Management & Ecology 2001, 8(6):463-485.
18. Harman C., Stewardson M. Optimizing dam release rules to meet environmental flow targets. River Research and Applications 2005, 21(2-3):113-129.
19. Holland J.H. Adaptation in Natural and Artificial Systems 1975, The University of Michigan Press, Ann Arbor, MI.
20. Hsu S.K. Shortage indices for water-resources planning in Taiwan. Journal of Water Resources Planning and Management 1995, 121:119-131.
21. Huang W.C., Yuang L.C., Lee C.M. Linking genetic algorithm with stochastic dynamic programming to the long-term operation of multi-reservoir system. Water Resources Research 2002, 38(12):1304.
22. Katsifarakis K.L., Petala Z. Combining genetic algorithms and boundary elements to optimize coastal aquifers' management. Journal of Hydrology 2006, 327(1-2):200-207.
23. Kerachian R., Karamouz M. A stochastic conflict resolution model for water quality management in reservoir-river systems. Advances in Water Resources 2007, 30(4):866-882.
24. Lytle D.H., Poff N.L. Adaptation to natural flow regimes. Trends in Ecology and Evolution 2004, 19(2):94-100.
25. McCartney M.P., Awulachew S.B., Seleshi Y., Prasad K., King J., Tarekegn D. Decision support systems for dam planning and operation in Africa 2005, International Water Management Institute, Colombo, Sri Lanka, (IWMI Working Paper 119).
26. Michalewicz Z., Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems. Evolutionary Computation 1996, 4:1-32.
27. Poff N.L., Allan J.D., Bain M.B., Karr J.R., Prestegaard K.L., Richter B.D., Sparks R.E., Stromberg J.C. The natural flow regime: a paradigm for river conservation and restoration. Bioscience 1997, 47(11):769-784.
28. Poff N.L.R., Allan J.D., Palmer M.A., Hart D.D., Richter B.D., Arthington A.H., Rogers K.H., Meyer J.L., Stanford J.A. River flows and water wars: emerging science for environmental decision making. Frontiers in Ecology and the Environment 2003, 1(6):298-306.
29. Pusey, B.J., 1998. Methods addressing the flow requirements of fish. Comparative Evaluation of Environmental Flow Assessment Techniques: Review of Methods, pp. 66-105.
30. Richardson, J. T., Palmer, M.R., Liepins, G.E., Hilliard, M., 1989. Some guidelines for genetic algorithms with penalty functions. In: Proceedings of the Third International Conference on Genetic Algorithms Table of Contents, pp. 191-197.
31. Richter B.D., Baumgartner J.V., Powell J., Braun D.P. A method for assessing hydrologic alteration within ecosystems. Conservation Biology 1996, 10(4):1163-1174.
32. Stalnaker, C.B., Arnette, J.L., 1976. Methodologies for the Determination of Stream Resource Flow Requirements: An Assessment.
33. Suen J., Eheart J.W. Reservoir management to balance ecosystem and human needs: incorporating the paradigm of the ecological flow regime. Water Resources Research 2006, 42:W03417.
34. Tennant D.L. Instream flow regimens for fish, wildlife, recreation and related environmental resources. Fisheries 1976, 1(4):6-10.