Simulation-based optimization; methods and practical application
作者： E. Niewiadomska-Szynkiewicz
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摘要: The paper is concerned with computational research for complex systems. simulation-based optimization approach, which widely used in applied science and engineering, formulated discussed. numerical techniques that optimize performance of system by using simulation to evaluate the objective value are reviewed. focus on random search metaheuristics. practical example application calculate optimal decisions controlling river-basin reservoir during flood period presented
参考文章(19)
James C. Spall, Introduction to Stochastic Search and Optimization ,(2003)
David B. Fogel, Zbigniew Michalewicz, How to Solve It: Modern Heuristics ,(2004)
Handbook of global optimization Kluwer Academic. ,(1995) , 10.1007/978-1-4615-2025-2
David E. Goldberg, Genetic algorithms in search, optimization, and machine learning ,(1988)
Ewa Niewiadomska-Szynkiewicz, Krzysztof Malinowski, Andrzej Karbowski, Predictive Methods for Real‐Time Control of Flood Operation of a Multireservoir System: Methodology and Comparative Study Water Resources Research. ,vol. 32, pp. 2885- 2895 ,(1996) , 10.1029/96WR01443
W. L. Price, Global optimization algorithms for a cad workstation Journal of Optimization Theory and Applications. ,vol. 55, pp. 133- 146 ,(1987) , 10.1007/BF00939049
Anton Dekkers, Emile Aarts, Global optimization and simulated annealing Mathematical Programming. ,vol. 50, pp. 367- 393 ,(1991) , 10.1007/BF01594945
M. M. Ali, A. Törn, S. Viitanen, A Numerical Comparison of Some Modified Controlled Random Search Algorithms Journal of Global Optimization. ,vol. 11, pp. 377- 385 ,(1997) , 10.1023/A:1008236920512
M. M. Ali, C. Storey, Modified controlled random search algorithms International Journal of Computer Mathematics. ,vol. 53, pp. 229- 235 ,(1994) , 10.1080/00207169408804329
Ewa Niewiadomska-Szynkiewicz, Computer Simulation of Flood Operation in Multireservoir Systems international conference on advances in system simulation. ,vol. 80, pp. 101- 116 ,(2004) , 10.1177/0037549704042730