Biogeography-Based Optimization Algorithm for Optimal Operation of Reservoir Systems

Journal of Water Resources Planning and Management

Volumn 142, Issue 1, 2016, Pages

  Haddad, Omid Bozorg ^a   Hosseini Moghari, Seyed Mohammad ^a   Loáiciga, Hugo A ^b  

^a UNIVERSITY OF TEHRAN   (Iran)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Biogeography based optimization; Genetic algorithm; Nonlinear programming; Optimization; Reservoirs

Indexed keywords

ALGORITHMS; ECOLOGY; FUNCTIONS; GENETIC ALGORITHMS; HEURISTIC ALGORITHMS; NONLINEAR PROGRAMMING; OPTIMAL SYSTEMS; PETROLEUM RESERVOIRS; PROBLEM SOLVING; RESERVOIRS (WATER);

BIOGEOGRAPHY-BASED OPTIMIZATION ALGORITHMS; BIOGEOGRAPHY-BASED OPTIMIZATIONS; BIOGEOGRAPHYBASED OPTIMIZATIONS (BBO); MATHEMATICAL PROBLEMS; NEAR-OPTIMAL SOLUTIONS; NONLINEAR PROGRAMMING METHODS; OPTIMAL OPERATION OF RESERVOIR; OPTIMIZATION PROBLEMS;

OPTIMIZATION;

BIOGEOGRAPHY; GENETIC ALGORITHM; OPTIMIZATION; RESERVOIR; WATER DEMAND; WATER SUPPLY;

EID: 84951037293     PISSN: 07339496     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)WR.1943-5452.0000558     Document Type: Article

References (51)

1. Afshar, A., Bozorg Haddad, O., Mariño, M. A., and Adams, B. J. (2007). "Honey-bee mating optimization (HBMO) algorithm for optimal reservoir operation." J. Franklin Inst., 344(5), 452-462.
2. Bou-Zeid, E., and El-Fadel, M. (2002). "Climate change and water resources in Lebanon and the Middle East." J. Water Resour. Plann. Manage., 10.1061/(ASCE)0733-9496(2002)128:5(343), 343-355.
3. Haddad O, Adams B.J., Mariño M.A.(2008a). "Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm.". J. Water Supply: Res. Technol.-AQUA 57(5) 327-350.
4. Bozorg Haddad, O., Afshar, A., and Mariño, M. A. (2008b). "Designoperation of multi-hydropower reservoirs: HBMO approach." Water Resour. Manage., 22(12), 1709-1722.
5. Bozorg Haddad, O., Afshar, A., and Mariño, M. A. (2011a). "Multireservoir optimisation in discrete and continuous domains." Proc. Inst. Civ. Eng. Water Manage., 164(2), 57-72.
6. Bozorg Haddad, O., and Mariño, M. A. (2011). "Optimum operation of wells in coastal aquifers." Proc. Inst. Civ. Eng. Water Manage., 164(3), 135-146.
7. Bozorg Haddad, O., Mirmomeni, M., and Mariño, M. A. (2010a). "Optimal design of stepped spillways using the HBMO algorithm." Civ. Eng. Environ. Syst., 27(1), 81-94.
8. Bozorg Haddad, O., Mirmomeni, M., Zarezadeh Mehrizi, M., and Mariño, M. A. (2010b). "Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/ unconstrained resources." Comput. Optim. Appl., 47(1), 97-128.
9. Bozorg Haddad, O., Moradi-Jalal, M., and Mariño, M. A. (2011b). "Design-operation optimisation of run-of-river power plants." Proc. Inst. Civ. Eng. Water Manage., 164(9), 463-475.
10. Bozorg Haddad, O., Moradi-Jalal, M., Mirmomeni, M., Kholghi, M. K. H., and Mariño, M. A. (2009). "Optimal cultivation rules in multi-crop irrigation areas." Irrig. Drain., 58(1), 38-49.
11. Bozorg-Haddad, O., Karimirad, I., Seifollahi-Aghmiuni, S., and Loáiciga, H. A. (2014a). "Development and application of the bat algorithm for optimizing the operation of reservoir systems." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000498, 04014097.
12. Bozorg-Haddad, O. B., Moravej, M., and Loáiciga, H. A. (2014b). "Application of the water cycle algorithm to the optimal operation of reservoir systems." J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000832, 04014064.
13. Chang, L. C., and Chang, F. J. (2009). "Multi-objective evolutionary algorithm for operating parallel reservoir system." J. Hydrol., 377(1), 12-20.
14. Cho, H., and Olivera, F. (2012). "Application of multimodal optimization for uncertainty estimation of computationally expensive hydrologic models." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR .1943-5452.0000330, 313-321.
15. Chow, V. T., and Cortes-Rivera, G. (1974). "Application of DDDP in water resources planning." Research Rep., Dept. of Civil Engineering, Univ. of Illinois at Urbana-Champaign, Champaign, IL.
16. Fallah-Mehdipour, E., Bozorg Haddad, O., Beygi, S., and Mariño, M. A. (2011a). "Effect of utility function curvature of Young's bargaining method on the design of WDNs." Water Resour. Manage., 25(9), 2197-2218.
17. Fallah-Mehdipour, E., Bozorg Haddad, O., and Mariño, M. A. (2011b). "MOPSO algorithm and its application in multipurpose multireservoir operations." J. Hydroinf., 13(4), 794-811.
18. Fallah-Mehdipour, E., Bozorg Haddad, O., and Mariño, M. A. (2012a). "Real-time operation of reservoir system by genetic programming." Water Resour. Manage., 26(14), 4091-4103.
19. Fallah-Mehdipour, E., Bozorg Haddad, O., and Mariño, M. A. (2013a). "Developing reservoir operational decision rule by genetic programming." J. Hydroinf., 15(1), 103-119.
20. Fallah-Mehdipour, E., Bozorg Haddad, O., and Mariño, M. A. (2013b). "Extraction of multicrop planning rules in a reservoir system: Application of evolutionary algorithms." J. Irrig. Drain. Eng., 10.1061/(ASCE) IR.1943-4774.0000572, 490-498.
21. Fallah-Mehdipour, E., Bozorg Haddad, O., Rezapour Tabari, M. M., and Mariño, M. A. (2012b). "Extraction of decision alternatives in construction management projects: Application and adaptation of NSGA-II and MOPSO." Expert Syst. Appl., 39(3), 2794-2803.
22. Farmer, M., Benson, A., McMahon, G., Principe, J., and Middleton, M. (2015). "Unintended consequences of involving stakeholders too late: Case study in multi-objective management." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000512, 05015003.
23. Galelli, S., Goedbloed, A., Schwanenberg, D., and van Overloop, P. J. (2014). "Optimal real-time operation of multipurpose urban reservoirs: Case study in Singapore." J. Water Resour. Plann. Manage., 10.1061/ (ASCE)WR.1943-5452.0000342, 511-523.
24. Hadidi, A., and Nazari, A. (2013). "Design and economic optimization of shell-and-tube heat exchangers using biogeography-based (BBO) algorithm." Appl. Therm. Eng., 51(1-2), 1263-1272.
25. Jamuna, K., and Swarup, K. S. (2011). "Biogeography based optimization for optimal meter placement for security constrained state estimation." Swarm Evol. Comput., 1(2), 89-96.
26. Jothiprakash, V., and Shanthi, G. (2006). "Single reservoir operating policies using genetic algorithm." Water Resour. Manage., 20(6), 917-929.
27. Karamouz, M., and Houck, M. H. (1987). "Comparison of stochastic and deterministic dynamic programming for reservoir operating rule generation 1." JAWRA, 23(1), 1-9.
28. Karimi-Hosseini, A., Bozorg Haddad, O., and Mariño, M. A. (2011). "Site selection of raingauges using entropy methodologies." Proc. Inst. Civ. Eng. Water Manage., 164(7), 321-333.
29. Kumar, D. N., and Reddy,M. J. (2006). "Ant colony optimization for multipurpose reservoir operation." Water Resour. Manage., 20(6), 879-898.
30. Lingo 11.0 [Computer software]. Chicago, Lindo.
31. Mala-Jetmarova, H., Barton, A., and Bagirov, A. (2015). "Impact of waterquality conditions in source reservoirs on the optimal operation of a regional multiquality water-distribution system." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000523, 04015013.
32. MATLAB 7.11.0 [Computer software]. Natick, MA, MathWorks.
33. McPhee, J., and Yeh, W. W. G. (2004). "Multiobjective optimization for sustainable groundwater management in semiarid regions." J. Water Resour. Plann.Manage., 10.1061/(ASCE)0733-9496(2004)130:6(490), 490-497.
34. Mendes, L., de Barros, M., Zambon, R., and Yeh, W. (2015). "Trade-off analysis among multiple water uses in a hydropower system: Case of São Francisco River basin, Brazil." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000527, 04015014.
35. Mousavi, S. J., Ponnambalam, K., and Karray, F. (2005). "Reservoir operation using a dynamic programming fuzzy rule-based approach." Water Resour. Manage., 19(5), 655-672.
36. Murray, D. M., and Yakowitz, S. J. (1979). "Constrained differential dynamic programming and its application to multireservoir control." Water Resour. Res., 15(5), 1017-1027.
37. Noory, H., Liaghat, A. M., Parsinejad, M., and Bozorg Haddad, O. (2012). "Optimizing irrigation water allocation and multicrop planning using discrete PSO algorithm." J. Irrig. Drain. Eng., 10.1061/(ASCE)IR .1943-4774.0000426, 437-444.
38. Odan, F., Ribeiro Reis, L., and Kapelan, Z. (2015). "Real-time multiobjective optimization of operation of water supply systems." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000515, 04015011.
39. Orouji, H., Bozorg Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2013). "Estimation of Muskingum parameter by meta-heuristic algorithms." Proc. Inst. Civ. Eng. Water Manage., 166(6), 315-324.
40. Revelle, C., Joeres, E., and Kirby, W. (1969). "The linear decision rule in reservoir management and design: 1. Development of the stochastic model." Water Resour. Res., 5(4), 767-777.
41. Schardong, A., and Simonovic, S. (2015). "Coupled self-adaptive multiobjective differential evolution and network flow algorithm approach for optimal reservoir operation." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000525, 04015015.
42. Seifollahi-Aghmiuni, S., Bozorg Haddad, O., Omid, M. H., and Mariño, M. A. (2011). "Long-term efficiency of water networks with demand uncertainty." Proc. Inst. Civ. Eng. Water Manage., 164(3), 147-159.
43. Seifollahi-Aghmiuni, S., Bozorg Haddad, O., Omid, M. H., and Mariño, M. A. (2013). "Effects of pipe roughness uncertainty on water distribution network performance during its operational period." Water Resour. Manage., 27(5), 1581-1599.
44. Shokri, A., Bozorg Haddad, O., and Mariño, M. A. (2013). "Algorithm for increasing the speed of evolutionary optimization and its accuracy in multi-objective problems." Water Resour. Manage., 27(7), 2231-2249.
45. Simon, D. (2008). "Biogeography-based optimization." IEEE Trans. Evol. Comput., 12(6), 702-713.
46. Simon, D., Rarick, R., Ergezer, M., and Du, D. (2011). "Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms." Inf. Sci., 181(7), 1224-1248.
47. Taghian, M., Rosbjerg, D., Haghighi, A., and Madsen, H. (2013). "Optimization of conventional rule curves coupled with hedging rules for reservoir operation." J. Water Resour. Plann. Manage., 10.1061/ (ASCE)WR.1943-5452.0000355, 693-698.
48. Wolpert, D. H., and Macready, W. G. (1997). "No free lunch theorems for optimization." IEEE Trans. Evol. Comput., 1(1), 67-82.
49. Zahraie, B., and Hosseini, S. M. (2009). "Development of reservoir operation policies considering variable agricultural water demands." Expert Syst. Appl., 36(3), 4980-4987.
50. Zhang, R., Zhou, J., Zhang, H., Liao, X., and Wang, X. (2012). "Optimal operation of large-scale cascaded hydropower systems in the upper reaches of the Yangtze River, China." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000337, 480-495.
51. Zhao, T., Zhao, J., and Yang, D. (2014). "Improved dynamic programming for hydropower reservoir operation." J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000343, 365-374.