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A neurofuzzy spatial decision support system for pipe replacement prioritisation
Spatial Decision Support Systems (SDSS) represent an attempt to assist in the decision making process by a set of intelligent, knowledge-based techniques and as such have an increasingly important role to play as the data required for spatially sensitive decisions become more available in a wide range of problem areas. The urban environment is a complex, spatially sensitive decision-making environment and as such an ideal case study for the application of these techniques and tools. Building knowledge into a system, particularly through linguistic modelling, is a challenge. This paper briefly discusses the development of such an SDSS based on fuzzy inference and describes techniques enabling the incorporation of both expert judgement and field evidence, where available, in an effort to address one of the main criticisms of linguistic (fuzzy) modelling: that of subjectivity.
A neurofuzzy spatial decision support system for pipe replacement prioritisation
Spatial Decision Support Systems (SDSS) represent an attempt to assist in the decision making process by a set of intelligent, knowledge-based techniques and as such have an increasingly important role to play as the data required for spatially sensitive decisions become more available in a wide range of problem areas. The urban environment is a complex, spatially sensitive decision-making environment and as such an ideal case study for the application of these techniques and tools. Building knowledge into a system, particularly through linguistic modelling, is a challenge. This paper briefly discusses the development of such an SDSS based on fuzzy inference and describes techniques enabling the incorporation of both expert judgement and field evidence, where available, in an effort to address one of the main criticisms of linguistic (fuzzy) modelling: that of subjectivity.
A neurofuzzy spatial decision support system for pipe replacement prioritisation
Makropoulos, C. K. (author) / Butler, D. (author)
Urban Water Journal ; 2 ; 141-150
2005-09-01
10 pages
Article (Journal)
Electronic Resource
Unknown
Integrating pipe replacement prioritisation in the master planning process
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