EN
Optimum Water Resources Allocation by Artificial Immune Systems
Abstract
This study proposes an optimization model using Artificial Immune Systems (AIS) for allocation of water resources among different sectors such as agriculture, industry, livestock production, drinking and environmental water demands, energy, tourism, mining, aquaculture and commercial water. The modified Clonal Selection Algorithm (modified Clonalg) which is a class of AIS, was used in the study. An objective function of the model was based on both maximum benefit (income) and maximum water satisfaction of the sectors. The model was implemented to a scenario including the mentioned sectors for testing its performance. The results demonstrated that the model is applicable for the water resources allocation.
Keywords
References
- Babel MS, Das Gupta A, Nayak DK. (2005) “A Model for Optimal Allocation of Water to Competing Demands”. Water Resources Management, 19, 693–712.
- Das B, Singh A, Panda SN, Yasuda H. (2015) “Optimal land and water resources allocation policies for sustainable irrigated agriculture”. Land Use Policy, 42, 527-537.
- De Castro LN, Von Zuben FJ. (2002) “Learning and optimization using the clonal selection principle”. IEEE Transactions on Evolutionary Computation, 6(3), 239–251.
- Eryiğit M. (2015) “Cost optimization of water distribution networks by using artificial immune systems”. Journal of Water Supply: Research and Technology-AQUA, 64(1), 47-63.
- Letcher RA, Croke BFW, Jakeman AJ. (2007) “Integrated assessment modelling for water resource allocation and management: A generalised conceptual framework”. Environmental Modelling & Software, 22, 733-742.
- Li YP, Huang GH, Huang YF, Zhou HD. (2009) “A multistage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management”. Environmental Modelling & Software, 24, 786–797.
- Li X, Huo Z, Xu B. (2017) “Optimal Allocation Method of Irrigation Water from River and Lake by Considering the Field Water Cycle Process”. Water, 9(12), 911.
- Li M, Fu Q, Singh VP, Liu D. (2018) “An interval multi-objective programming model for irrigation water allocation under uncertainty”. Agricultural Water Management, 196, 24-36.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
January 15, 2021
Submission Date
September 2, 2020
Acceptance Date
December 18, 2020
Published in Issue
Year 2021 Volume: 1 Number: 2
APA
Eryiğit, M., & Karakaya, N. (2021). Optimum Water Resources Allocation by Artificial Immune Systems. International Journal of Water Management and Diplomacy, 1(2), 75-82. https://izlik.org/JA63CD65BC
AMA
1.Eryiğit M, Karakaya N. Optimum Water Resources Allocation by Artificial Immune Systems. IJWMD. 2021;1(2):75-82. https://izlik.org/JA63CD65BC
Chicago
Eryiğit, Mirac, and Nusret Karakaya. 2021. “Optimum Water Resources Allocation by Artificial Immune Systems”. International Journal of Water Management and Diplomacy 1 (2): 75-82. https://izlik.org/JA63CD65BC.
EndNote
Eryiğit M, Karakaya N (January 1, 2021) Optimum Water Resources Allocation by Artificial Immune Systems. International Journal of Water Management and Diplomacy 1 2 75–82.
IEEE
[1]M. Eryiğit and N. Karakaya, “Optimum Water Resources Allocation by Artificial Immune Systems”, IJWMD, vol. 1, no. 2, pp. 75–82, Jan. 2021, [Online]. Available: https://izlik.org/JA63CD65BC
ISNAD
Eryiğit, Mirac - Karakaya, Nusret. “Optimum Water Resources Allocation by Artificial Immune Systems”. International Journal of Water Management and Diplomacy 1/2 (January 1, 2021): 75-82. https://izlik.org/JA63CD65BC.
JAMA
1.Eryiğit M, Karakaya N. Optimum Water Resources Allocation by Artificial Immune Systems. IJWMD. 2021;1:75–82.
MLA
Eryiğit, Mirac, and Nusret Karakaya. “Optimum Water Resources Allocation by Artificial Immune Systems”. International Journal of Water Management and Diplomacy, vol. 1, no. 2, Jan. 2021, pp. 75-82, https://izlik.org/JA63CD65BC.
Vancouver
1.Mirac Eryiğit, Nusret Karakaya. Optimum Water Resources Allocation by Artificial Immune Systems. IJWMD [Internet]. 2021 Jan. 1;1(2):75-82. Available from: https://izlik.org/JA63CD65BC
.png)
.png)