Comparison between genetic algorithm and linear programming approach for real time operation

被引：107

作者：

Azamathulla, H. Md. ^{[1
]}

Wu, Fu-Chun ^{[2
]}

Ab Ghani, Aminuddin ^{[1
]}

Narulkar, Sandeep M. ^{[3
]}

Zakaria, Nor Azazi ^{[1
]}

Chang, Chun Kiat ^{[1
]}

机构：

[1] Univ Sains Malaysia, River Engn & Urban Drainage Res Ctr REDAC, Nibong Tebal 14300, Pulau Pinang, Malaysia

[2] Natl Taiwan Univ, Dept Bioenvironm Syst Engn, Taipei 10764, Taiwan

[3] Shri Govindram Seksaria Inst Technol & Sci, Indore 452003, Madhya Pradesh, India

来源：

JOURNAL OF HYDRO-ENVIRONMENT RESEARCH | 2008年 / 2卷 / 03期

关键词：

Cropping pattern; Water resource management; Irrigation management; Optimization;

D O I：

10.1016/j.jher.2008.10.001

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

There is an increasing awareness among irrigation planners and engineers to design and operate reservoir systems for maximum efficiency to maximise their benefits. Accordingly, significant work has been done on reservoir operation for known total irrigation demand and on the optimal allocation of water available to crops at the farm level. This present paper deals with the development and comparison of two models - a Genetic Algorithm (GA) and Linear Programming (LP) - to be applied to real-time reservoir operation in an existing Chiller reservoir system in Madhya Pradesh, India. Their performance is analysed, and from the results, the GA model is found to be superior to the LP model. (C) 2008 International Association for Hydraulic Engineering and Research, Asia Pacific Division. Published by Elsevier B.V. All rights reserved.

引用

页码：172 / 181

页数：10

共 43 条

[1] Genetic algorithm for optimal operating policy of a multipurpose reservoir
Ahmed, JA
Sarma, AK
[J]. WATER RESOURCES MANAGEMENT, 2005, 19 (02) : 145 - 161
[2] Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems
Aly, AH
Peralta, PC
[J]. WATER RESOURCES RESEARCH, 1999, 35 (08) : 2415 - 2425
[3] [Anonymous], 1995, Optimization for Engineering Design: Algorithms and Examples
[4] Optimal scheduling of water pipe replacement using genetic algorithms
Dandy, GC
Engelhardt, M
[J]. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2001, 127 (04): : 214 - 223
[5] Doorenbos J., 1979, IRRIGATION DRAINAGE, V33
[6] Dudley N. J., 1993, WATER SUSTAINABLE DE
[7] OPTIMAL INTRASEASONAL IRRIGATION WATER ALLOCATION
DUDLEY, NJ
HOWELL, DT
MUSGRAVE, WF
[J]. WATER RESOURCES RESEARCH, 1971, 7 (04) : 770 - &
[8] STOCHASTIC RESERVOIR MANAGEMENT AND SYSTEM-DESIGN FOR IRRIGATION
DUDLEY, NJ
BURT, OR
[J]. WATER RESOURCES RESEARCH, 1973, 9 (03) : 507 - 522
[9] A SINGLE DECISION-MAKER APPROACH TO IRRIGATION RESERVOIR AND FARM-MANAGEMENT DECISION-MAKING
DUDLEY, NJ
[J]. WATER RESOURCES RESEARCH, 1988, 24 (05) : 633 - 640
[10] ESAT V, 1994, HYDROINFORMATICS '94, VOLS 1 AND 2, P225

← 1 2 3 4 5 →