| 遗传算法与惩罚函数法在油田开发规划中的应用 |
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| 引用本文： | 樊芳,刘志斌. 遗传算法与惩罚函数法在油田开发规划中的应用[J]. 内蒙古石油化工, 2007, 33(3): 215-218 |
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| 作者姓名： | 樊芳 刘志斌 |
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| 作者单位： | 西南石油大学,四川,成都,610500 |
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| 摘 要： | 遗传算法作为一种通用、高效的优化算法,已应用到工程计算的各个领域。本文提出了应用于油田开发规划中的“遗传算法 惩罚函数法”的通用方法。它非常适合于求解复杂的非线性规划问题。此算法既克服了传统优化算法的不足,得到较为理想的全局最优解,同时也改善了遗传算法的局限性。
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| 关 键 词： | 油田开发规划 遗传算法 惩罚函数法 |
| 修稿时间： | 2006-07-25 |
Application of genetic algorithm and penalty function method in oil field development project |
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| FAN Fang,LIU Zhi-bin. Application of genetic algorithm and penalty function method in oil field development project[J]. Inner Mongulia Petrochemical Industry, 2007, 33(3): 215-218 |
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| Authors: | FAN Fang LIU Zhi-bin |
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| Affiliation: | Southwest Petroleum University, Chengdu, 610500 |
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| Abstract: | As a popular,efficient optimistic algorithm,genetic algorithm has applies to each region of engineering calculation.This paper describes a oil field development project algorithm through the combination of GA(Genetic Algorithm)with penalty function method.The study shows it is effective for solving complex nonlinear constraint optimum problems.Compared with traditional optimum methods,this method can obtain an ideal global optimum result.In addition,this method also avoids the limitations in GA. |
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| Keywords: | oil field development project genetic algorithm penalty function method |
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