Application of Hyperplane Real Coding Genetic Algorithm in Optimal Irrigation Schedule of Crop

Application of Hyperplane Real Coding Genetic Algorithm in Optimal Irrigation Schedule of Crop

In order to calculate optimal irrigation schedule of crop to improve the water efficiency in agriculture, the optimal model based on hyperplane real coding genetic algorithm is suggested. All genetic operations are constrained into a hyperplane, and optimal problems with equality constraints can be...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Qi Xinghui, Qiu Lin, Chen Xiaonan
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Adaptive algorithm
Agriculture
Automation
Constraint optimization
Crops
genetic algorithm
Genetic algorithms
Genetic mutations
hyperplane
Irrigation
optimal irrigation schedule of crop
Processor scheduling
Water conservation
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:In order to calculate optimal irrigation schedule of crop to improve the water efficiency in agriculture, the optimal model based on hyperplane real coding genetic algorithm is suggested. All genetic operations are constrained into a hyperplane, and optimal problems with equality constraints can be resolved greatly. Results show that hyperplane real coding genetic algorithm is not only simple, but also accurate. It is significant to spread the improved genetic algorithm in optimal irrigation schedule of crop.
DOI:10.1109/ICICTA.2010.356