Forecasting urban water consumption using bayesian networks and gene expression programming

2022 ◽  
Author(s):  
Pezhman Mousavi-Mirkalaei ◽  
Abbas Roozbahani ◽  
Mohammad Ebrahim Banihabib ◽  
Timothy O. Randhir
Keyword(s):  
Gene Expression ◽  
Bayesian Networks ◽  
Water Consumption ◽  
Gene Expression Programming ◽  
Urban Water

scholarly journals Water consumption forecasting using soft computing – a case study, Trinidad and Tobago

2020 ◽  
Vol 20 (8) ◽  
pp. 3576-3584
Author(s):  
Lee P. Leon ◽  
Barkha Chaplot ◽  
Akil Solomon
Keyword(s):  
Soft Computing ◽  
Water Consumption ◽  
Seasonal Changes ◽  
Gene Expression Programming ◽  
Urban Water ◽  
Domestic Water ◽  
Soft Computing Techniques ◽  
Consistent Method ◽  
The Relationship

Abstract Water scarcity is one of the world's fastest growing epidemics. Therefore, to combat it or mitigate the risks one must first understand how water is being consumed. This study focuses on the analysis of domestic water consumption with reference to how much of it is being consumed. Additionally, the study aims to propose an applicable and consistent method to forecast urban water consumption by using soft computing techniques. The investigation highlights the hourly, daily and monthly water consumption levels as well as the relationship between climate change and water demand using gene expression programming (GEP). The results of the study are relatively promising as it demonstrates that GEP can predict water consumption incorporating seasonal changes of wet and dry periods.

Gene Expression Programming Evolution Difficulty Prediction Based on Posture Model

2011 ◽  
Vol 22 (5) ◽  
pp. 899-913 ◽  
Author(s):  
Jiao-Ling ZHENG ◽  
Chang-Jie TANG ◽  
Kai-Kuo XU ◽  
Ning YANG ◽  
Lei DUAN ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Expression Programming

Gene expression programming algorithm based on multi-threading evaluator

2013 ◽  
Vol 32 (4) ◽  
pp. 986-989
Author(s):  
Sheng-qiao NI ◽  
Chang-jie TANG ◽  
Ning YANG ◽  
Jie ZUO
Keyword(s):  
Gene Expression ◽  
Gene Expression Programming ◽  
Programming Algorithm
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