A basic review of fuzzy logic applications in hydrology and water resources
- 1. National Institute of Technology Karnataka. Department of Applied Mechanics and Hydraulics (India)
Description
In recent years, fuzzy logic has emerged as a powerful technique in the analysis of hydrologic components and decision making in water resources. Problems related to hydrology often deal with imprecision and vagueness, which can be very well handled by fuzzy logic-based models. This paper reviews a variety of applications of fuzzy logic in the domain of hydrology and water resources in brief. So far in the literature, fuzzy logic-based hybrid models have been significantly applied in hydrologic studies. Furthermore, in this paper, the literature is reviewed on the basis of applications using pure fuzzy logic models and applications using hybrid-fuzzy modeling approach. This review suggests that hybrid-fuzzy modeling approach works well in many applications of hydrology when compared with pure fuzzy logic modeling.
Additional details
Identifiers
Publishing Information
- Journal Title
- Applied Water Science
- Journal Volume
- 10
- Journal Issue
- 8
- Journal Page Range
- vp.
- ISSN
- 2190-5495
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 55058292
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING; S58: GEOSCIENCES;
- Descriptors DEI
- ARTIFICIAL INTELLIGENCE; DATA VISUALIZATION; DATA-FLOW PROCESSING; DECISION MAKING; DYNAMIC PROGRAMMING; EXPERT SYSTEMS; FUZZY LOGIC; GRAPHICAL USER INTERFACE; HYDROLOGY; MEMORY MANAGEMENT; NEURAL NETWORKS; SIMULATION; USES; WATER RESOURCES
- Descriptors DEC
- CALCULATION METHODS; DATA ANALYSIS; DATA PROCESSING; MATHEMATICAL LOGIC; PROCESSING; PROGRAMMING; RESOURCES
Optional Information
- Copyright
- Copyright (c) 2020 © The Author(s) 2020