Sequential quadratic programming and analytic hierarchy process for nonlinear multiobjective optimization of a hydropower network

Optimal Control Applications and Methods

Volumn 31, Issue 4, 2010, Pages 351-364

  Moosavian, S Ali A ^a   Ghaffari, Ali ^a   Salimi, Amir ^a  

^a K N TOOSI UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Analytical hierarchy process; Multicriteria decision analysis; Multiobjective optimization; Sequential quadratic programming; Stochastic weighted sum method

Indexed keywords

ANALYTICAL HIERARCHY PROCESS; COMPUTER PROGRAM; DECISION MAKERS; ENERGY PRODUCTIONS; EXTERNAL SOURCES; GIVEN CRITERION; HYDROPOWER PLANTS; INTEGRATED METHODOLOGY; INTELLIGENT MANAGEMENT; KAROON RIVER; MANAGEMENT PROBLEMS; MULTI-CRITERIA DECISION ANALYSIS; MULTI-OBJECTIVE PROBLEM; MULTIOBJECTIVE MODELS; MULTIOBJECTIVE PROGRAMMING; NONLINEAR MULTIOBJECTIVE OPTIMIZATION; OBJECTIVE FUNCTIONS; OPTIMAL SCHEDULING; OPTIMAL SOLUTIONS; OPTIMIZATION ROUTINE; OPTIMIZED SOLUTIONS; RANDOM WEIGHT; SEQUENTIAL QUADRATIC PROGRAMMING; SINGLE OBJECTIVE; STOCHASTIC FLOWS; THERMAL POWER PLANTS; TOTAL ENERGY; WATER CONSUMPTION; WATER RELEASE; WEIGHT VECTOR; WEIGHTED SUM METHOD;

ANALYTIC HIERARCHY PROCESS; ARTIFICIAL INTELLIGENCE; DECISION MAKING; DECISION SUPPORT SYSTEMS; HIERARCHICAL SYSTEMS; HYDROELECTRIC POWER; HYDROELECTRIC POWER PLANTS; QUADRATIC PROGRAMMING; RESERVOIRS (WATER); SCHEDULING; STOCHASTIC SYSTEMS; THERMOELECTRIC POWER PLANTS; VECTOR SPACES; WATER MANAGEMENT; WATER SUPPLY;

MULTIOBJECTIVE OPTIMIZATION;

EID: 77955685580     PISSN: 01432087     EISSN: 10991514     Source Type: Journal    
DOI: 10.1002/oca.909     Document Type: Article

References (33)

1. Yeh W. Reservoir management and operations models: a state-of-the-art review. Water Resources Research 1985;21(12):1797-1818.
2. Simonovic SP. Reservoir systems analysis: closing gap between theory and practice. Journal of Water Resources Planning and Management 1992;118(3):262-280.
3. Wurbs RA. Reservoir-system simulation and optimization models. Journal of Water Resources Planning and Management 1993;119(4):455-472.
4. Wurbs RA. Modeling and Analysis of Reservoir Operations. Prentice-Hall: Upper Saddle River, NJ, 1996.
5. ReVelle C. Water resources: surface water systems. Design and Operation of Civil and Environmental Engineering Systems, Chapter 1. Wiley: New York, 1997;1-39.
6. Momoh JA, El-Hawary ME, Adapa R. A review of selected optimal power flow literature to 1993, part II: Newton, linear programming and interior point methods. IEEE Transactions on Systems 1999;14(1):105-111.
7. Djordjevic B. Cybernetics in Water Resources Management. Water Resources Publications: Highlands, Ranch, CO, U. S. A., 1993.
8. Burke EK, Landa Silva JD. The influence of the fitness evaluation method on the performance of multiobjective search algorithms. European Journal of Operational Research 2006;169:875-897.
9. Khu ST, Madsen H. Multiobjective calibration with Pareto preference ordering: an application to rainfallrunoff model calibration. Water Resources Research 2005;41(3):1-14. DOI: 10.1029/2004WR003041. (Pubitemid 40589246)
10. Keeney R, Raiffa H. Decisions with Multiple Objectives-Preferences and Value Tradeoffs. Wiley: New York, U. S. A., 1976.
11. Lin JG. Multiple-objective problems: Pareto-optimal solutions by method of proper equality constraints. IEEE Transactions on Automatic Control 1976; AC-21 (5):641-650.
12. Guariso G, Rinaldi S, Soncini-Sessa R. The management of Lake Como: a multiobjective analysis. Water Resources Research 1986;22(2):109-120.
13. Liong SY, Tariq AA, Lee KS. Application of evolutionary algorithm in reservoir operations. Journal of the Institution of Engineers, Singapore 2004;44(1):39-54.
14. Hwang CL, Masud AS. Multiple Objective Decision Making-Methods and Applications: A Stateof-the-Art Survey. Lecture Notes in Economics and Mathematical Systems, vol. 164. Springer: Berlin, 1979.
15. Steuer R. Multiple Criteria Optimization: Theory, Computation and Application. Wiley: New York, 1986.
16. Keeney R, Raiffa H. Decisions with Multiple Objectives-Preferences and Value Tradeoffs. Wiley: New York, 1976.
17. Kim JB, Wallace D. A goal-oriented design evaluation model. ASME Design Theory and Methodology Conference. Sacramento: CA, U. S. A., 1997.
18. Wallace DR, Jakiela MJ, Flowers WC. Multiple criteria optimization under probabilistic design specifications using genetic algorithms. Computer Aided Design 1996;28:405-421.
19. Tamiz M, Jones D, Romero C. Goal programming for decision making: an overview of the current state-of-the-art. European Journal of Operational Research 1998;111:569-581.
20. Charnes A, Cooper WW, Ferguson RO. Optimal estimation of executive compensation by linear programming. Management Science 1955;1:138-151.
21. Charnes A, Cooper WW. Management Models and Industrial Applications of Linear Programming. Wiley: New York, 1961.
22. Andersson J. A survey of multiobjective optimization in engineering design. Technical Report LiTH-IKP-R-1097, Department of Mechanical Engineering, Linköping University, Linköping, Sweden, 2000.
23. Krus P, Palmberg JO, Löhr F, Backlund G. The impact of computational performance on optimisation in aircraft design. I MECH E, AEROTECH 95, Birmingham, U. K., 1995.
24. Chiampi M, Ragusa C, Repetto M. Fuzzy approach for multiobjective optimization in magnetics. IEEE Transactions on Magnetics 1996;32:1234-1237.
25. Chiampi M. Multiobjective optimization with stochastic algorithms and fuzzy definition of objective function. International Journal of Applied Electromagnetics in Materials 1998;9:381-389.
26. Zimmermann HJ. Intelligent system design support by fuzzy multicriteria decision making and/or evolutionary algorithms. IEEE International Conference on Fuzzy Systems, Yokohama, Japan, 1995.
27. Murata T, Ishibuchi H. Multiobjective genetic algorithm and its application to flow-shop scheduling. International Journal of Computers and Engineering 1996;30(4):957-968.
28. Murata T, Ishibuchi H, Gen M. Specification of genetic search directions in cellular multiobjective genetic algorithms. Proceedings of First International Conference on Evolutionary Multi-Criterion Optimization. Springer: Berlin, 2001;82-95.
29. Jin Y, Okabe T, Sendhoff B. Adapting weighted aggregation for multiobjective evolution strategies. Proceedings of First International Conference on Evolutionary Multi-Criterion Optimization, Zurich, Switzerland, 2001.
30. Saaty TL. The Analytical Hierarchy Process, Planning, Priority, Resource Allocation. RWS Publications: U. S. A., 1980.
31. Saaty TL. Axiomatic foundation of the analytic hierarchy process. Management Science 1986;32(7):841-855.
32. Saaty TL. Decision Making for Leaders. RWS Publications: Pittsburgh, U. S. A., 1992.
33. Chen SY. Advanced Water Resources Fuzzy Set Theory and Application. Jilin University Press: Jilin, 2002.