Title :
Automatic generation of fuzzy rules from data by fuzzy clustering and particle swarm optimization
Author :
Mohana, Rajni ; Juneja, Mamta ; Kumar, Dinesh ; Bedi, Manpreet Singh
Author_Institution :
Dept. of Comput. Sci. & Eng., RBIEBT, Kharar, India
Abstract :
This paper focuses on building a rule based model for a water supplying network using particle swarm optimization and fuzzy clustering. There are various fundamental problems of water supply distribution networks namely distance, quantity, demand, elevation etc. Depending on these factors we get the water at receiving ends in terms of quantity, pressure etc. An algorithm is proposed to obtain desirable rule based model for the above problem using particle swarm optimization which can further help in simulation and deciding various factors of input so that required output can be obtained.
Keywords :
environmental science computing; fuzzy set theory; knowledge based systems; particle swarm optimisation; pattern clustering; water supply; automatic generation; fuzzy clustering; fuzzy rules; particle swarm optimization; rule based model; water supply distribution networks; Algorithm design and analysis; Clustering algorithms; Economic forecasting; Evolutionary computation; Expert systems; Fuzzy systems; Hybrid intelligent systems; Particle swarm optimization; Water resources; Water storage; Continuous Water Supply; Fuzzy Clustering; Fuzzy Expert System; Fuzzy Rule Based Model; Intermittent Water Supply; Particle Swarm Optimization;
Conference_Titel :
Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-4710-7
DOI :
10.1109/IAMA.2009.5228042