Dependent-chance goal programming and its genetic algorithm based approach
文献类型：期刊论文
| 作者 | Liu, BD |
| 刊名 | MATHEMATICAL AND COMPUTER MODELLING
 |
| 出版日期 | 1996-10-01 |
| 卷号 | 24期号:7页码:43-52 |
| 关键词 | stochastic programming goal programming dependent-chance goal programming genetic algorithm |
| ISSN号 | 0895-7177 |
| 英文摘要 | This paper develops a general formulation of dependent-chance goal programming (DCGP) which is an extension of stochastic goal programming in a complex stochastic system, and gives an example of water allocation and supply to show the application of DCGP. A genetic algorithm based approach is also presented to solve such a model. DCGP is available to the systems in which there are multiple stochastic inputs and multiple outputs with their own reliability levels. The characteristic of DCGP is that the chances of some probabilistic goals are dependent, i.e., the goals cannot be considered in isolation or converted to their deterministic equivalents. Finally, Monte Carlo simulation is also discussed for calculating the chance functions in complex stochastic constraints. |
| 语种 | 英语 |
| WOS记录号 | WOS:A1996VN51000004 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/28817]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 作者单位 | CHINESE ACAD SCI,INST SYST SCI,BEIJING 100080,PEOPLES R CHINA |
| 推荐引用方式 GB/T 7714 | Liu, BD. Dependent-chance goal programming and its genetic algorithm based approach[J]. MATHEMATICAL AND COMPUTER MODELLING,1996,24(7):43-52. |
| APA | Liu, BD.(1996).Dependent-chance goal programming and its genetic algorithm based approach.MATHEMATICAL AND COMPUTER MODELLING,24(7),43-52. |
| MLA | Liu, BD."Dependent-chance goal programming and its genetic algorithm based approach".MATHEMATICAL AND COMPUTER MODELLING 24.7(1996):43-52. |
入库方式： OAI收割
来源：数学与系统科学研究院
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