Výsledky vyhledávání - Interval-type algorithm

Study on Centroid Type-Reduction of Interval Type-2 Fuzzy Logic Systems Based on Noniterative Algorithms Autor Chen, Yang

“… This paper introduces the related theory of interval type-2 fuzzy sets and discusses the blocks of fuzzy reasoning, type-reduction, and defuzzification of interval type-2 fuzzy logic systems…”
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An energy‐efficient clustering algorithm combined interval type‐2 fuzzy logic and dual‐super‐cluster‐head mechanism for homogeneous wireless sensor networks of mobile sink Autor Yan, Xiao, Gan, Jianyuan, Wang, Lili, Wu, Xiaobei

“…‐efficient clustering algorithm combining interval type‐2 fuzzy logic and dual‐super‐cluster‐head (IT2FL‐DSCH) mechanism is proposed, aiming at reducing and balancing the energy consumption of sensor nodes…”
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Development of an Advanced Online Adaptive FOPID Controller Using the Interval Type 2 Fuzzy Neural Network Optimized With the Levenberg–Marquardt Algorithm for a 20‐Story Benchmark Building Autor Sabetahd, Rasoul, Jafarzadeh, Ommegolsoum

“… For this purpose, the robust adaptive FOPID controller is combined with the interval Type 2 fuzzy neural network, whose parameters are optimized through the Levenberg–Marquardt algorithm…”
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Continuous interval type‐2 fuzzy Q‐learning algorithm for trajectory tracking tasks for vehicles Autor Xuan, Chengbin, Lam, Hak‐Keung, Shi, Qian, Chen, Ming

“…) algorithm is proposed to deal with the trajectory tracking task. By introducing the n‐dimensional interval type…”
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Gray Wolf Optimization and Least Square Estimatation As A New Learning Algorithm For Interval Type-II ANFIS Autor K. Faraj, Blqees, Hussein, Nazar K. ء

“… We are checking the new learning algorithm by using the interval type-2 ANFIS in prediction of Mackey-Glass time series and the results were very encouraging compared…”
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Interval Type 2 Fuzzy Adaptive Motion Drive Algorithm Design Autor Ali, Syed M., Guo, Yanling, Rizvi, Syed Tahir Hussain, Amin, Roohul, Yasin, Awais

“… This paper presents the design of a novel intelligent interval type 2 fuzzy adaptive motion drive algorithm for an off-road uphill vehicle simulator…”
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Gray Wolf Optimization and Least Square Estimatation As A New Learning Algorithm For Interval Type-II ANFIS Autor Blqees K. Faraj, Nazar K. Hussein

“… We are checking the new learning algorithm by using the interval type-2 ANFIS in prediction of Mackey-Glass time series and the results were very encouraging compared…”
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Interval type-II fuzzy anisotropic diffusion algorithm for speckle noise reduction in optical coherence tomography images Autor Puvanathasan, Prabakar, Bizheva, Kostadinka

“… Unlike regular AD, the Interval Type-II fuzzy based AD algorithm considers the uncertainty in the calculated diffusion coefficient and appropriate adjustments to the coefficient are made…”
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Interactive goal programming algorithm with Taylor series and interval type 2 fuzzy numbers Autor Dalman, Hasan, Bayram, Mustafa

“…) with interval type 2 fuzzy numbers (IT2 FNs). The cost and time of the objective functions, and the requirements of each kind of resources are taken to be trapezoidal IT2 FNs…”
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Speckle noise reduction algorithm for optical coherence tomography based on interval type II fuzzy set Autor Puvanathasan, Prabakar, Bizheva, Kostadinka

“…A novel speckle reduction technique based on soft thresholding of wavelet coefficients using interval type II fuzzy system was developed for reducing speckle noise in Optical Coherence Tomography images…”
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Fuzzy minimum spanning tree with interval type 2 fuzzy arc length: formulation and a new genetic algorithm Autor Dey, Arindam, Son, Le Hoang, Pal, Anita, Long, Hoang Viet

“… Interval type 2 fuzzy set (IT2FS) increases the number of degrees of freedom to express uncertainty of the edge weight and has more capacity to describe fuzzy information in a logically correct manner…”
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Continuous-Time Generalized Fractional Programming Problems, Part II: An Interval-Type Computational Procedure Autor Wen, Ching-Feng

“…), an interval-type computational procedure by combining the parametric method and discretization approach is proposed…”
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Interval type‐2 fuzzy logic with Karmen‐Mendel algorithm for sequential ionic liquid dissolution–solid acid saccharification Autor Lee, Kiat Moon, Zanil, Mohd Fauzi

“…‐2 fuzzy logic with the Karmen‐Mendel algorithm is proposed to model sequential ionic liquid dissolution…”
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Optimal design of interval type 2 fuzzy controllers based on a simple tuning algorithm Autor Cortes-Rios, J.C., Gomez-Ramirez, E., Ortiz-de-la-Vega, H.A., Castillo, O., Melin, P.

“…Mechanism to simulate type-2 fuzzy systems FOU. •Evolutionary algorithms are one of the most common choices reported in the literature for tuning fuzzy logic controllers…”
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Genetic Algorithm and Particle Swarm Optimization Based Cascade Interval Type 2 Fuzzy PD Controller for Rotary Inverted Pendulum System Autor Hamza, Mukhtar Fatihu, Choudhury, I. A., Yap, Hwa Jen

“…This paper presents the design of an optimized Interval Type 2 Fuzzy Proportional Derivative Controller (IT2F-PDC…”
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Optimal parameters of an ELM-based interval type 2 fuzzy logic system: a hybrid learning algorithm Autor Hassan, Saima, Khanesar, Mojtaba Ahmadieh, Jaafar, Jafreezal, Khosravi, Abbas

“… This paper proposes optimal parameters for an extreme learning machine-based interval type 2 fuzzy logic system to learn its best configuration…”
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Advantages of the Enhanced Opposite Direction Searching Algorithm for Computing the Centroid of An Interval Type-2 Fuzzy Set Autor Hu, Huaizhong, Wang, Yong, Cai, Yuanli

“…Computing the centroid of an interval type‐2 fuzzy set (IT2 FS) is an important operation in a type…”
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Interval Type 2 Fuzzy-Logic-Based Solar Power MPPT Algorithm Connected to AC Grid Autor Abbadi, Amel, Hamidia, Fethia, Morsli, Abdelkader, Bellatrache, Habiba, Boukhetala, Djamel, Nazli, Lazhari

“…In this article, an interval type-2 fuzzy logic controller (IT2FLC) is used as a Maximum Power Point Tracker (MPPT) to supply a large scale interconnected…”
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Extraction and Recognition of Nonlinear Interval-Type Features Using Symbolic KDA Algorithm with Application to Face Recognition Autor Hiremath, P. S., Prabhakar, C. J.

“…; this leads to loss of information. The symbolic KDA algorithm extracts most discriminating nonlinear interval-type features which optimally discriminate among the classes represented in the training set…”
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A New Clustering Algorithm Using Interval Type-II FCM Autor Amirkhani, Amir Hossein, Mahmoodabi, Navid, Moridi, Zahra

“… Many researchers have worked on clustering and have tried to propose and improve clustering algorithms…”
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