networks and fuzzy logic

... starness and cliqueness, and a combination of Gaussian Mixture Model and fuzzy logic as a novel method to differentiate between normal and anomalous instances; o Used fuzzy linguistic and quantitative ... Mixture Models and fuzzy logic for continuous domain data The fuzziness characteristic of instances is the missing point in the existing methods The use of fuzzy logic allows the handling of instances ... DETECTION IN ONLINE SOCIAL NETWORKS: USING DATA- MINING TECHNIQUES AND FUZZY School of Electrical Engineering and Computer Science Faculty of Science and Engineering Queensland University of Technology

Ngày tải lên: 07/08/2017, 15:46

... Hybrid Fuzzy-Neural approaches Apart from using neural networks and fuzzy logic, researchers also tried their combination called neuro-fuzzy or fuzzy-neural systems for EMG classification and assistive ... applying the fuzzy approach to EMG classification and control of assistive devices Fuzzy logic has the ability to deal with imprecise, uncertain and imperfect information The strength of fuzzy logic ... 42 5 Fuzzy approach to EMG classification 43 5.1 Fuzzy Logic System (FLS) 45 5.1.1 Type-1 and Type-2 FLS 47 5.1.2 Fuzzy Rules for EMG classification 52 5.2 Singleton vs Non-singleton fuzzy

Ngày tải lên: 03/10/2015, 20:57

... : R1 : IF 1 = A11 AND 2 = A12 AND AND m = A1m THEN  = B1 hoặc R2 : IF 1 = A21 AND 2 = A22 AND AND m = A2m THEN  = B2 hoặc  Rn : IF 1 = An1 AND 2 = An2 AND AND m = Anm THEN  ... DỤNG WALET – FUZZY LOGIC (USING WAVELET AND FUZZY LOGIC FOR LOAD FORECASTING) II- NHIỆM VỤ VÀ NỘI DUNG: 1 Tổng quan về Dự báo phụ tải 2 Lý thuyết Wavelet 3 Lý thuyết Fuzzy Logic 4 Ứng dụng ... tên học viên: Võ Hoàng Thành Đề tài luận văn: DỰ BÁO PHỤ TẢI SỬ DỤNG WALET – FUZZY LOGIC (USING WAVELET AND FUZZY LOGIC FOR LOAD FORECASTING) Chuyên ngành: Thiết bị, Mạng & Nhà máy Điện Người

Ngày tải lên: 16/02/2021, 18:46

... : R1 : IF 1 = A11 AND 2 = A12 AND AND m = A1m THEN  = B1 hoặc R2 : IF 1 = A21 AND 2 = A22 AND AND m = A2m THEN  = B2 hoặc  Rn : IF 1 = An1 AND 2 = An2 AND AND m = Anm THEN  ... DỤNG WALET – FUZZY LOGIC (USING WAVELET AND FUZZY LOGIC FOR LOAD FORECASTING) II- NHIỆM VỤ VÀ NỘI DUNG: 1 Tổng quan về Dự báo phụ tải 2 Lý thuyết Wavelet 3 Lý thuyết Fuzzy Logic 4 Ứng dụng ... tên học viên: Võ Hoàng Thành Đề tài luận văn: DỰ BÁO PHỤ TẢI SỬ DỤNG WALET – FUZZY LOGIC (USING WAVELET AND FUZZY LOGIC FOR LOAD FORECASTING) Chuyên ngành: Thiết bị, Mạng & Nhà máy Điện Người

Ngày tải lên: 09/03/2021, 00:03

... 2001Fuzzy Copyright by Sarosh Havewala, 2001Sets Copyright by Sarosh Havewala, 2001and Copyright by Sarosh Havewala, 2001Risk Copyright by Sarosh Havewala, 2001Modeling 51 Chapter 8 Fuzzy Logic ... Havewala, 2001modeling Copyright by Sarosh Havewala, 2001and Copyright by Sarosh Havewala, 2001fuzzy Copyright by Sarosh Havewala, 2001logic Copyright by Sarosh Havewala, 2001can Copyright by ... Havewala, 2001Modeling Copyright by Sarosh Havewala, 2001and Copyright by Sarosh Havewala, 2001Fuzzy Copyright by Sarosh Havewala, 2001Logic Copyright by Sarosh Havewala, 20014 3.1 Copyright

Ngày tải lên: 18/10/2022, 11:44

... Judgment: Fuzzy Set Model and Data Analysis  From Fuzzy Datalog to Multivalued Knowledge-Base  Resolution Principle and Fuzzy Logic  Standard Fuzzy Sets and Some Many-Valued Logics  Parametric ... namely: 1 Hybrid Fuzzy Logic Algorithms 2 Techniques and Implementation In section one, there are seven chapters that focus on hybrid fuzzy logic algorithms and methodology:  Ambiguity and Social ... chapters that focus on fuzzy logic modeling and implementations, particularly: 1 Fuzzy Logic Approach for QoS Routing Analysis 2 Term Weighting for Information Retrieval using Fuzzy Logic 3 Artificial

Ngày tải lên: 27/06/2014, 00:20

... paper “Fuzzy sets, Information and Control 8 (1965)”, Fuzzy sets were introduced to model the meaning of linguistic terms of natural languages - Allow manipulate and process fuzzy, uncertain and ... Overview + Fuzzy Sets Operations Given fuzzy sets A and B Trang 112 Fuzy Sets: An Overview Cartesian Product: AB AB (u) = A(u)  A(u) + Fuzzy Sets representing logical connectives Given fuzzy ... Reasoning E.g in fuzzy control one can model a dependency between physical variables X j and Y linguistically: If X 1 = A 11 and and X m = A 1m then Y = B 1 . If X 1 = A n1 and and X m =

Ngày tải lên: 01/07/2014, 12:33

... Trang 31.1 Fuzzy logic 1 1.1.1 Fuzzy control 2 1.1.2 Fuzzy aggregation 4 1.2 Extensional fuzzy logic theory 5 1.2.1 Type-2 fuzzy logic 5 1.2.2 Review of interval type-2 fuzzy control ... understanding of the theory of type-2 fuzzy logic, Chapter 2 provides a brief description of the fundamental theory of type-2 fuzzy logicincluding the basics of type-2 fuzzy set and type-2 fuzzy logic ... type-2 fuzzy set 24 2.8 The left and right endpoints y l and y r with switch point L and R 26 2.9 The structure of type-1 fuzzy logic system 31 2.10 The structure of type-2 fuzzy logic

Ngày tải lên: 09/09/2015, 18:49

... Trang 14fuzzy sets in U In the fuzzy inference engine, fuzzy logic principles are used tocombine the fuzzy IF-THEN rules in the fuzzy rule base into a mapping from thefuzzy sets in U to fuzzy sets ... output Type-2 fuzzy input sets Type-2 fuzzy output sets Type-1 fuzzy sets Figure 2.2: A type-2 FLS Trang 24i (i = 1, , p) and e Y l are type-2 fuzzy sets, and x = (x1, , xp ) and yare linguistic ... communication and networks [17–21], etc.Fuzzy modeling and control is the most common application area of fuzzy logic [2, 22–30] The milestone of the application of fuzzy logic controllers (FLCs) is universally

Ngày tải lên: 04/10/2015, 10:25

... reliability and self scaling aspects of fuzzy logic are becoming important and may in fact be the over riding reason for the use of fuzzy logic Trang 6Fuzzy Logic in Embedded Microcomputers and Control ... examples in Fuzz-C and although you don't need to use Fuzz-C to implement a fuzzy logic system, you will find it useful to understand some of its design Software Reliability and Fuzzy Logic Originally ... on Fuzzy Logic "Fuzzy Sets and Systems", North-Holland, Amsterdam, (started in 1978) Article References "Fuzzy sets as a basis for a theory of possibility.", Lofti Zadeh, Fuzzy

Ngày tải lên: 08/03/2016, 11:34

... Nefeslioglu et al (2013) 3.4 Mamdani fuzzy logic The fuzzy set theory was first introduced by Zadeh (1965), and it is one of the toolsused to handle complex problems Fuzzy sets theory is a mathematical ... RED where NIR (band 4) and RED (band 3) values are the infrared and red portion of theelectromagnetic spectrum, respectively In this study, the NDVI map was prepared inENVI 4.8 and divided into ... (M-AHP) and Mamdani fuzzy logic modelsusing Netcad-GIS for forest fire susceptibility mapping HAMID REZA POURGHASEMIy*, MASOOD BEHESHTIRADzand BISWAJEET PRADHAN x yDepartment of Natural Resources and

Ngày tải lên: 25/04/2016, 07:43

... fuzzy logic: To overcome the shortcomings of the traditional logic, Lotfi Zadeh has proposed one new theory of logic called fuzzy logic Zadeh's theory represented the fuzzy or inaccuracy of logical ... processing Fuzzy logic and genetic al are proved to be very compatible with Manet A genetic algorithm (GA) is used to choose optimized clusters, Fuzzy logic is applied to choose the cluster head and ... of fuzzy expression depends on the quality of the laws 2.2 Fuzzy Logic Controller A fuzzy logic controller has some basic components: Conversing functions: that fuzzifiers input values into fuzzy

Ngày tải lên: 10/02/2020, 01:05

... passing intersection and is unsuitable in today varying traffic conditions This thesis presents a study on fuzzy logic and neural networks applied to traffic light control Neural networks has ability ... Trang 1ĐẠI HỌC QUỐC GIA TP HỒ CHÍ MINH TRƯỜNG ĐẠI HỌC BÁCH KHOA A STUDY ON FUZZY LOGIC AND NEURAL NETWORKS APPLIED TO TRAFFIC LIGHT CONTROL CHUYÊN NGÀNH: KỸ THUẬT VÔ TUYẾN - ĐIỆN ... networks has ability to learn, recall and generalize from training pattern or data, while fuzzy logic has ability to express the amount of ambiguity in human thinking and subjective Two intelligent

Ngày tải lên: 17/02/2021, 10:12

... effectiveness of ECG signals using fuzzy logic theory Reference [5] also introduced a technique based on fuzzy logic theory to handle the MRI images effectively Previously, fuzzy logic systems are usually ... 2logic in real-time systems.researchers to develop fuzzy logic systems with faster processing and calculating speed, and for developing fuzzy logic systems is to deploy the system as a hardware ... further processes The Fuzzy Logic Processor (FLP) will process communication load passing through the router and decide the suitable voltage and frequency the Fuzzy Engine (FE) and the Defuzzification

Ngày tải lên: 17/03/2021, 20:26

... ATM: 53 Chương IV: Ưùng Dụng Logic Mờ (Fuzzy Logic ) Để Điều Khiển Lưu Lượng Trong ATM I.Mô hình hệ thống : 57 II Tổng quan : 59 III.Bộ dự đoán băng thông (Fuzzy Bandwidth Predictor : FBP) : ... phụ thuộc vào loại lưu thoại Trang 28CHƯƠNG II LOGIC MỜ & ĐIỀU KHIỂN MỜ I.Giới thiệu logic mờ (fuzzy logic) : Nền móng của toán học và logic kinh điển được xây dựng nhờ Aristotle và các ... chỉ tập trung giới thiệu ứng dụng của logic mờ vào điều khiển Chi tiết về lý thuyết fuzzy logic được trình bày khá đầy đủ trong tài liệu tham khảo về fuzzy logic ở phần tài liệu tham khảo Sau đây

Ngày tải lên: 16/04/2021, 04:30

... Trang 1LOGIC MỜ VÀ ỨNG DỤNG(Fuzzy logic and applications) NGUYỄN CÔNG HÀO Ban Khoa học và Công nghệ - Đại học Huế Số ... 4TÀI LIỆU THAM KHẢO[1] Timothy J Ross, Fuzzy logic with engineering Applications, University of New Mexico, USA, 2004 [2] N.C.Ho, N.C.Hao, Giáo trình Logic mờ và ứng dụng, 2009 (dành cho ... chuyên gia, hệ luật trong điều khiển thường có các luật dạng sau đây: Nếu X 1 =A 1 ~ and X 2 =A 2 ~ and … and X n =A n ~ thì Y = B~ trong đó các X i là các biến ngôn ngữ và A i là các tập mờ

Ngày tải lên: 19/04/2022, 06:50

... influences fuzzy logic.The term "fuzzy" was also used to describe ambiguity and unclear information As a result, fuzzy logic can describe and manipulate ambiguous and uncertain data,and it ... use Fuzzy logic in an algorithm for adaptively determining thecharging threshold and deciding the charging schedule Different from the others, Iuse Fuzzy logic and Q-learning in my unique Fuzzy ... titled “An Efficient, On-demand Charging forWRSNs Using Fuzzy Logic and Q-Learning”, is the work of myself and mysupervisor Dr Nguyen Phi Le All papers, sources, tables, and so on used inthis thesis

Ngày tải lên: 10/10/2022, 07:42

... influences fuzzy logic.The term "fuzzy" was also used to describe ambiguity and unclear information As a result, fuzzy logic can describe and manipulate ambiguous and uncertain data,and it ... use Fuzzy logic in an algorithm for adaptively determining thecharging threshold and deciding the charging schedule Different from the others, Iuse Fuzzy logic and Q-learning in my unique Fuzzy ... titled “An Efficient, On-demand Charging forWRSNs Using Fuzzy Logic and Q-Learning”, is the work of myself and mysupervisor Dr Nguyen Phi Le All papers, sources, tables, and so on used inthis thesis

Ngày tải lên: 03/06/2023, 08:24

... influences fuzzylogic The term "fuzzy" was also used to describe ambiguity and unclearinformation As a result, fuzzy logic can describe and manipulate ambiguousand uncertain data, and it ... use Fuzzy logic in an algorithm for adaptively determining the charging threshold and deciding the charging schedule Different from the others, I use Fuzzy logic and Q- learning in my unique Fuzzy ... exploit Fuzzy logic in an optimization algorithm that determines the optimal charging time at each charging location, aiming to maximize the numbers of alive sensors and monitoring targets Fuzzy logic

Ngày tải lên: 04/06/2023, 11:32

... analyzed into fuzzy numbers Fuzzy number can be expressed in various ways, such as triangular fuzzy number (TFN), trapezoidal fuzzy number (TrFN), and gaussian fuzzy number (GFN) Among these, fuzzy triangular ... algorithm and fuzzy logic The model used in this study included a fuzzy alpha cut to account for the project uncertainty The fuzzy sets in Triangular Fuzzy Number is used to model the time and cost ... of B3, B2, and B1 are 7,13, and 19 respectively While the early finish of D3, D2, and D1 is 15,8, and 12 respectively The maximum of (B3,D3), (B2,D2), and (B1,D1) are then 15, 13, and 19 respectively

Ngày tải lên: 02/08/2024, 17:26