Weed Optimization Algorithm for Optimal Reservoir Operation

被引：82

作者：

Asgari, Hamid-Reza ^{[1
]}

Bozorg Haddad, Omid ^{[1
]}

Pazoki, Maryam ^{[2
]}

Loaiciga, Hugo A. ^{[3
]}

机构：

[1] Univ Tehran, Coll Agr & Nat Resources, Fac Agr Engn & Technol, Dept Irrigat & Reclamat Engn, Tehran 3158777871, Iran

[2] Univ Tehran, Coll Environm Engn, Fac Environm, Tehran 3158777871, Iran

[3] Univ Calif Santa Barbara, Dept Geog, Santa Barbara, CA 93106 USA

来源：

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING | 2016年 / 142卷 / 02期

关键词：

Optimization; Reservoir operation; Genetic algorithm; Weed optimization algorithm; ECONOMIC-DISPATCH; IWO ALGORITHM; SYSTEM; RULES; EXTRACTION; DESIGN;

D O I：

10.1061/(ASCE)IR.1943-4774.0000963

中图分类号：

S2 [农业工程];

学科分类号：

0828 ;

摘要：

This study introduces the weed optimization algorithm (WOA) to optimal reservoir operation. The WOA is a metaheuristic optimization method inspired by weeds' life cycle. The effectiveness of the WOA is demonstrated with the optimization of mathematical functions and reservoir systems. The WOA is applied in continuous-time and discrete-time formulations of reservoir-operation optimization and its results are compared with global optimal solutions obtained with nonlinear programming (NLP), linear programming (LP), and the genetic algorithm (GA). The results show the WOA's fast convergence to solutions that are very near the global optimal solutions of the reservoir optimization problems. (C) 2015 American Society of Civil Engineers.

引用

页数：11

共 50 条

[41] Optimal operation of reservoir systems with the symbiotic organisms search (SOS) algorithm
Bozorg-Haddad, Omid
Azarnivand, Ali
Hosseini-Moghari, Seyed-Mohammad
Loaiciga, Hugo A.
JOURNAL OF HYDROINFORMATICS, 2017, 19 (04) : 507 - 521
[42] Optimal Reservoir Operation Using Multi-Objective Evolutionary Algorithm
M. Janga Reddy
D. Nagesh Kumar
Water Resources Management, 2006, 20 : 861 - 878
[43] Optimal reservoir operation using parametric elitist cuckoo search algorithm
Trivedi, M.
Shrivastava, R. K.
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT, 2022, 176 (06) : 320 - 338
[44] Optimal reservoir operation using multi-objective evolutionary algorithm
Reddy, M. Janga
Kumar, D. Nagesh
WATER RESOURCES MANAGEMENT, 2006, 20 (06) : 861 - 878
[45] Application of HSMAAOA Algorithm in Flood Control Optimal Operation of Reservoir Groups
He, Ji
Guo, Xiaoqi
Chen, Haitao
Chai, Fuxin
Liu, Shengming
Zhang, Hongping
Zang, Wenbin
Wang, Songlin
SUSTAINABILITY, 2023, 15 (02)
[46] Optimal operation of reservoir systems using the Wolf Search Algorithm (WSA)
Ahmadebrahimpour, Edris
WATER SUPPLY, 2019, 19 (05) : 1396 - 1404
[47] Research in Reservoir Optimal Operation Based on Modified Ant Colony Optimization
Wang Zhengchu
Zhou Muxun
Li Jun
Fan Jian
Zan Baishao
2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5337 - 5342
[48] Cascade Reservoir Optimal Operation Based On Chaotic Particle Swarm Optimization
Zhong, Dunyu
Dong, Zengchuan
Zhao, Yan
Xu, Wei
Guan, Xike
PROCEEDINGS OF THE 2017 2ND JOINT INTERNATIONAL INFORMATION TECHNOLOGY, MECHANICAL AND ELECTRONIC ENGINEERING CONFERENCE (JIMEC 2017), 2017, 62 : 432 - 435
[49] Real coded genetic algorithm optimization of long term reservoir operation
Chen, L
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2003, 39 (05): : 1157 - 1165
[50] Optimization of reservoir operation by sine cosine algorithm: A case of study in Algeria
Boudjerda, Merouane
Touaibia, Benina
Mihoubi, Mustapha Kamel
Kisi, Ozgur
Ehteram, Mohammd
El-Shafie, Ahmed
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2024, 44

← 1 2 3 4 5 →