Hierarchical rule‐base reduction fuzzy control for constant velocity path tracking of a differential steer vehicle
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Field Robotics"
DOI: 10.1002/rob.22287
Abstract: Hierarchical rule‐base reduction (HRBR) was used to create a new form of waypoint navigation control for a skid‐steer vehicle, which consists of a multiple input‐single output nonlinear fuzzy angular velocity controller. HRBR enabled an increase… read more here.
Keywords: control; rule base; navigation; controller ... See more keywords
An expert system design to diagnose cancer by using a new method reduced rule base
Sign Up to like & getrecommendations! Published in 2018 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2018.01.020
Abstract: BACKGROUND AND OBJECTIVES A Medical Expert System (MES) was developed which uses Reduced Rule Base to diagnose cancer risk according to the symptoms in an individual. A total of 13 symptoms were used. With the… read more here.
Keywords: reduced rule; diagnose cancer; rule base; diagnosis ... See more keywords
A New Health State Assessment Method for Complex Systems Based on Approximate Belief Rule Base With Attribute Reliability
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3490701
Abstract: Assessing the health of complex systems is crucial for reducing failure risks and ensuring long-term stability and reliability. The Belief Rule Base (BRB) method effectively evaluates systems by combining observational data with expert knowledge. However,… read more here.
Keywords: rule; rule base; reliability; belief rule ... See more keywords
Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2019.2892348
Abstract: The combinatorial explosion problem is a great challenge for belief rule base (BRB) when a complex system has overnumbered attributes and/or referenced values for the attributes. This is because the BRB is conventionally constructed under… read more here.
Keywords: modeling inferencing; optimization; rule base; belief rule ... See more keywords
Monotone Fuzzy Rule Interpolation for Practical Modelling of the Zero-Order TSK Fuzzy Inference System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3057239
Abstract: Formulating a generalized monotone fuzzy rule interpolation (MFRI) model is difficult. A complete and monotone fuzzy rule-base is essential for devising a monotone zero-order TSK FIS model. However, such a complete and monotone fuzzy rule-base… read more here.
Keywords: fuzzy rule; rule base; monotone fuzzy; fuzzy ... See more keywords
Dual-Rule-Based Weighted Fuzzy Interpolative Reasoning Module and Temporal Encoder–Decoder Bayesian Network for Reagent Addition Control
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2024.3384388
Abstract: The reagent addition control level of the zinc first rougher has a significant impact on the quality of the zinc concentrate. As froth visual features are important indicators of working states in froth flotation, they… read more here.
Keywords: control; rule; reagent addition; rule base ... See more keywords
Hierarchical Rule-Base Reduction Fuzzy Control for Path Tracking Variable Linear Speed Differential Steer Vehicles
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2024.3491059
Abstract: A novel waypoint navigation controller for a skid-steer vehicle is presented, where the controller is a multiple input-multiple output nonlinear angular velocity and linear speed controller. Hierarchical rule-base reduction was used in defining the controller.… read more here.
Keywords: rule base; navigation; controller; linear speed ... See more keywords
Research on the optimization of belief rule bases using the Naive Bayes theory
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Energy Research"
DOI: 10.3389/fenrg.2024.1396841
Abstract: The belief rule base is crucial in expert systems for intelligent diagnosis of equipment. However, in the belief rule base for fault diagnosis, multiple antecedent attributes are often initially determined by domain experts. Multiple fault… read more here.
Keywords: rule; naive bayes; rule base; belief rule ... See more keywords
Compact Belief Rule Base Learning for Classification with Evidential Clustering †
Sign Up to like & getrecommendations! Published in 2019 at "Entropy"
DOI: 10.3390/e21050443
Abstract: The belief rule-based classification system (BRBCS) is a promising technique for addressing different types of uncertainty in complex classification problems, by introducing the belief function theory into the classical fuzzy rule-based classification system. However, in… read more here.
Keywords: classification; rule base; compact belief; belief rule ... See more keywords