Monitoring of irrigation systems using genetic algorithms

被引：0

作者：

Anastasiu, Doru Popescu ^{[1
]}

Radulescu, Dan ^{[2
]}

机构：

[1] Univ Pitesti, Fac Math & Comp Sci, Pitesti, Romania

[2] Natl Collge Radu Greceanu, Dept Comp Sci, Slatina, Romania

来源：

2015 6TH INTERNATIONAL CONFERENCE ON MODELING, SIMULATION, AND APPLIED OPTIMIZATION (ICMSAO) | 2015年

关键词：

Sensors; C plus; Irrigation; Genetic; Algorithms; Systems;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper we will present an application, which uses genetic algorithms, which predicts the necessary quantity of water used to irrigate a crop. We will interpret the results from the humidity sensors, in order to obtain a better production value at the end of each day. The application is designed for a casual sized crop. We will present results obtained for days from different seasons, as well as results obtained for a different number of humidity sensors. We will not use a classic genetic algorithm. This particular form will not use the cross-over function.

引用

页数：4

共 8 条

[1] Dubey V., 2011, 2011 International Conference on Communication Systems and Network Technologies (CSNT), P34, DOI 10.1109/CSNT.2011.14
[2] Harishankar S., 2014, Advance in Electronic and Electric Engineering, V4, P341
[3] Hussain M. R., 2013, Int. J. Soft Comput. Eng. (IJSCE), V3, P324
[4] Optimal reservoir operation for irrigation of multiple crops using genetic algorithms
Kumar, DN
Raju, KS
Ashok, B
[J]. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2006, 132 (02) : 123 - 129
[5] Ministry of Agriculture Food and Fisheries, 2004, SPRINKL IRR SCHED US
[6] Popescu DA, 2014, PROC INT C VIRTUAL L, P373
[7] Raju K. S., 2004, IRRIGATION PLANNING
[8] Wardlaw R., 2004, APPL GENETIC ALGORIT, P397

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