Monotone Fuzzy Rule Relabeling for the Zero-Order TSK Fuzzy Inference System
نویسندگان
چکیده
منابع مشابه
Adapted Neuro-Fuzzy Inference System on indirect approach TSK fuzzy rule base for stock market analysis
Nowadays because of the complicated nature of making decision in stock market and making real-time strategy for buying and selling stock via portfolio selection and maintenance, many research papers has involved stock price prediction issue. Low accuracy resulted by models may increase trade cost such as commission cost in more sequenced buy and sell signals because of insignificant alarms and ...
متن کاملIdentifying Rule-Based TSK Fuzzy Models
ABSTRACT: This article presents a rule-based fuzzy model for the identification of nonlinear MISO (multiple input, single output) systems. The presented method of fuzzy modeling consists of two parts: (1) structure modeling, i.e., the determination of the number of rules and input variables involved respectively, and (2) parameter optimization, i.e., the optimization of the location and form of...
متن کاملRule Generation Mechanism Fuzzy Rule Base Environment Fuzzy Inference System Action Sensing Apportionment of Credit Payoff Knowledge Fuzzy Classifier System
This paper presents a Fuzzy Classi er System(FCS) which can discover fuzzy rules e ciently. The system translates human's knowledge into symbolic information, and e ectively limits its search space for the fuzzy rules by utilizing the symbols. The system can also extracts symbolic information from the acquired fuzzy rules for e cient exploration of another new fuzzy rules. Simulations are done ...
متن کاملIntelligent Pool Decision System Using Zero-Order Sugeno Fuzzy System
This paper describes the approach of using the zero-order Sugeno fuzzy system to design an intelligent decision system for a game of pool. The decision system consists of three types of playing strategies for a normal game of pool: direct, combination and bank shots. For each of the playing scenario on the pool table, the decision system comes out with one output shot (or best shot): presenting...
متن کاملA TSK type fuzzy rule based system for stock price prediction
In this paper, a Takagi–Sugeno–Kang (TSK) type Fuzzy Rule Based System is developed for stock price prediction. The TSK fuzzy model applies the technical index as the input variables and the consequent part is a linear combination of the input variables. The fuzzy rule based model is tested on the Taiwan Electronic Shares from the Taiwan Stock Exchange (TSE). Through the intensive experimental ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Fuzzy Systems
سال: 2016
ISSN: 1063-6706,1941-0034
DOI: 10.1109/tfuzz.2016.2540059