Optimal Reservoir Release Policy Considering Heterogeneity of Command Area by Elitist Genetic Algorithm

Water Resources Management

Volumn 25, Issue 14, 2011, Pages 3863-3881

  Garudkar, A S ^a   Rastogi, A K ^a   Eldho, T I ^a   Gorantiwar, S D ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

^b MPKV   (India)

Author keywords

Crop growth model; Elitist genetic algorithm; Heterogeneity of command area; Reservoir operating policies; Waghad irrigation project

Indexed keywords

COMPLEX SIMULATION; CONVENTIONAL OPTIMIZATION; CROP GROWTH MODEL; DEVELOPED MODEL; ELITIST GENETIC ALGORITHM; EVALUATION FUNCTION; HETEROGENEITY OF COMMAND AREA; IRRIGATION AREA; IRRIGATION PROJECTS; IRRIGATION SCHEDULE; MAHARASHTRA , INDIA; NON-LINEAR; NON-LINEARITY; OPTIMIZATION MODELS; RESERVOIR STORAGE VOLUMES; RESERVOIR WATER; WAGHAD IRRIGATION PROJECT; WATER DEFICITS; WATER RELEASE;

CLIMATE CHANGE; COMPUTER SIMULATION; CROPS; GENETIC ALGORITHMS; IRRIGATION; MATHEMATICAL MODELS; OPTIMIZATION; WATER SUPPLY;

RESERVOIRS (WATER);

COMPUTER SIMULATION; CROP YIELD; GENETIC ALGORITHM; HETEROGENEITY; IRRIGATION SYSTEM; OPTIMIZATION; RESERVOIR;

GODAVARI BASIN; INDIA;

EID: 80255141807     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-011-9892-0     Document Type: Article

References (36)

1. Ahmed JA, Sarma AK (2005) Genetic algorithm for optimal operating policy of a multipurpose reservoir. J Water Resour Plng and Mgmt 19(2): 145-161.
2. Chang FJ, Chen L (1998) Real-coded genetic algorithm for rule-based flood control reservoir management. J Water Resour Manag 12: 185-198.
3. Yu-Ming C (1997) Management of water resources using improved genetic algorithms. Comput Electron Agr 18: 117-127.
4. Cieniawski SE, Eheart JW, Ranjithan S (1995) Using genetic algorithms to solve a multiobjective groundwater monitoring problem. Water Resour Manag 31(2): 399-409.
5. Crawley PD, Dandy GC (1993) Optimal operation of multireservoir system. J Water Resour Plann Manag 119(1): 1-17.
6. Dandy GC, Connarty MC, Loucks DP (1997) Comparison of methods for yield assessment of multiple reservoir systems. J Water Resour Plann Manag 123(6): 351-358.
7. Deb K (2000) An efficient constraint handling method for genetic algorithms. Comput Meth Appl Mech Eng 186(3): 11-338.
8. Deb K (2001) Multi-objective optimization using evolutionary algorithms. Wiley, UK.
9. Fereres E, Goldfien RE, Pruit WO, Henderson DW, Hagan RM (1981) The irrigation management program: a new approach to computer assisted irrigation scheduling, Proceedings of irrigation scheduling for water and energy conservation in the 80's, ASAE, St. Joseph, Mich : p 202-207.
10. Goldberg DE (1989) Genetic algorithms in search, optimization and machine learning. Addison-Wesley, Reading.
11. Goldberg DE, Deb K (1990) A comparative analysis of selection schemes used in genetic algorithms. Foundations of genetic algorithms, Morgan Kaufman, San Mateo, California: p 69-93.
12. Gorantiwar SD, Smout IK (2003) Allocation of scarce water resours using deficit irrigation in rotational systems. J Irrigat Drain Eng 29(3): 55-163.
13. Gorantiwar SD, Smout IK (2005) A multilevel approach for optimizing land and water Resour and irrigation deliveries for tertiary units in large irrigation schemes: 2. application. J Irrigat Drain Eng 131(3): 264-272.
14. Hi{dotless}nçal OA, Altan-Sakarya B, Metin Ger A (2011) Optimization of multireservoir systems by genetic algorithm. J Water Resour Manag 25: 1465-1487.
15. Jothiprakash V, Shanthi G (2006) Single reservoir operating policies using genetic algorithm. J Water Resour Manag 20: 917-929.
16. Karamouz M, Houck MH, Delleur JW (1992) Optimization and simulation of multiple reservoir system. J Water Resour Plann Manag 118(1): 71-81.
17. Kuo JT, Cheng WC, Chen L (2003) Multi objective water resources systems analysis using genetic algorithms -application to chou-shui river basin, Taiwan. Water Sci Tech 48(10): 71-77.
18. Labadie JW (2004) Optimal operation of multi reservoir systems: state-of-the-art review. J Water Resour Plann Manag 130(2): 93-11.
19. Loucks DP, Stakhiv EZ, Martin CR (2000) Sustainable water resources management. J Water Resour Plann Manag 122(2): 43-47.
20. Lund JR, Ferreira I (1996) Operating rule optimization for Missouri river reservoir system. J Water Resour Plann Manag 122(4): 237-295.
21. Michalewicz Z (1992) Genetic algorithms + data structures = evolution programs. Springer, New York.
22. Momtahen Sh, Dariane AB (2007) Direct search approaches using genetic algorithms for optimization of water reservoir operating policies. J Water Resour Plann Manag 133(3): 202-209.
23. Kumar N, Raju S, Ashok B (2006) Optimal reservoir operation for irrigation of multiple crops using genetic algorithms. J Irrigat Drain Eng 132(2): 123-129.
24. Oliveira R, Loucks DP (1997) Operating rules for multi reservoir systems. J Water Resour Research 33(4): 839-852.
25. Sabu P, Panda SN, Nagesh Kumar D (2000) Optimal irrigation allocation: a multilevel approach. J Irrigat Drain Eng 126(3): 149-156.
26. Raju S, Kumar N (2004) Irrigation planning using genetic algorithms. J Water Resour Manag 18: 163-176.
27. Sharif M, Wardlaw R (2000) Multi reservoir systems optimization using genetic algorithms: case study. J Comput Civ Eng 14(4): 255-263.
28. Kuo S-F, Merkley GP, Liu C-W (2000) Decision support for irrigation project planning using a genetic algorithm. J Agricultural Water Manag 45: 243-266.
29. Stewart JI, Hagan RM (1973) Functions to predict effects of crop water deficits. J Irrigat Drain Eng 99(4): 421-439.
30. Taesoon Kim, Jun-Haeng Heo (2004) Multi reservoir system optimization using multi-objective genetic algorithms. World Water and Environmental Resour Congress 2004, Salt Lake.
31. Vedula S, Majumdar PP (1992) Optimal reservoir operation for irrigation of multiple crops. J Water Resour Research 28(1): 1-9.
32. WALMI (1987) Gravity methods and efficiencies, Water and Land Management Institute, Aurangabad, Maharashtra, India, Publication no 15.
33. WALMI (1996) On-farm development works, Water and Land Management Institute, Aurangabad, Maharashtra, India, Publication no. 12 (fifth reprint).
34. Wardlaw R, Barnes J (1999) Optimal allocation of irrigation water supplies in real time. J Irrigat Drain Eng 125(6): 345-354.
35. Wardlaw R, Sharif M (1999) Evaluation of genetic algorithm for optimal reservoir system operation. J Water Resour Plann Manag 125(1): 25-33.
36. Yang JP, Soh CK (1997) Structural optimization by genetic algorithms with tournament selection. J Comput Civ Eng 11(3): 195-200.