西南石油大学学报(自然科学版) ›› 2006, Vol. 28 ›› Issue (3): 1-4.DOI: 10.3863/j.issn.1000-2634.2006.03.001

• 石油工程计算技术 •    下一篇

混合遗传算法在气田产量构成优化模型中的应用

刘志斌 1 邓勇 1 凡哲元 2,3

  

  1. (1.西南石油大学计算机科学学院,四川成都610500;2.中国科学院力学研究所;3.中国石化石油勘探开发研究院)
  • 收稿日期:2006-02-16 修回日期:1900-01-01 出版日期:2006-06-20 发布日期:2006-06-20
  • 通讯作者: 刘志斌

ADVANCED GENEnC ALGORITHM FOR 0FIMLAL MODELS FOR GAS PRODUCTION COMPOSITION OF GAS FIELD DEVELOPMENT PROGRA]MNnNG

llUZhi-bin 1 DENG YOng 1 FAN Zhe-yuan 2,3 etal.
  

  1. (Southwest Petroleum Universiity,Chengdu,Si-chuan,610500,China)
  • Received:2006-02-16 Revised:1900-01-01 Online:2006-06-20 Published:2006-06-20
  • Contact: llUZhi-bin

摘要: 在气田开发规划产量构成优化模型的基础上,引入一种单目标模型的改进遗传算法,把无约束优化中的直接解法Powell方法作为一个与选择、交又和变异平行的算子嵌入到基本遗传算法中;并利用了一种新的退火精确罚函数法处理约束条件,运用MATLAB6.O编写算法程序,选取开发规划产量构成优化模型中的定成本产量最大模型,实例分析该算法在气田开发规划产量构成优化模型中的具体应用,取得了较好的效果。

关键词: 开发规划, 产量构成, 改进遗传算法, Powell方法

Abstract: This Paperint introduees an advanced genetic algorithm for single-objeetive OPtimal models on the basis Of OPtimal models for production composition of natural gas develovment programing.Take Powell method as anarithrnetic operator paralleled with the operators such as selection,crossover and mutation into the elementary genetic algorithm,and make use of a new anneal aceurate Punishment function method to deal with the restrietion
conditions,compile the algorithm program with MATLAB,Select the maximal yield on the restrietion Of fixed cost,analyze the acrual aPPlication of the algorithm for otimal models for Produetion composition Of natural gas develpment programming with the examPle,and get a better effct

Key words: development programming, produetion composition, advaneed genetic algorithm, powell method

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