Paper Info
Title
Decision Preference-Based Artificial Bee Colony Algorithm For Many-Objective Optimal Allocation Of Water Resources
Abstract
Freshwater becomes a scarce resource because of the rapid growth of population and serious water pollution. Optimal allocation of water resources is an effective method to tackle this issue. In this paper, we consider a many objective water resources allocation problem with four objectives and several constraints. Unlike other many-objective optimisation problems, water resources allocation prefers the current situation (economy, resident life, or ecological environment). A decision preference-based algorithm may be suitable for the problem. So, a decision preference-based ABC is proposed for many-objective optimal allocation of water resources. Firstly, each objective is assigned a weight factor based on decision preferences. By weighted sum of four objectives, the many-objective water resources allocation problem is converted into a single objective optimisation problem. Then, an improved artificial bee colony (ABC) algorithm is used to solve the problem. Finally, different decision preferences are tested. Simulation experiments show our approach achieves promising results.
Year
DOI
Venue
2020
10.1504/IJCSM.2020.112672
INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS
Keywords
DocType
Volume
water resources allocation, ABC, artificial bee colony, multistrategy, many-objective optimisation, global optimisation
Journal
12
Issue
ISSN
Citations 
4
1752-5055
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Wenjun Wang1111.99
Hui Wang219214.08
Changyan Li300.34