عنوان

Extension of the fuzzy sugeno integral based on generalized type-2 fuzzy logic /

شابک

3030164160

شابک

9783030164164

شابک اشتباه

3030164152

شابک اشتباه

9783030164157

عنوان اصلي

Extension of the fuzzy sugeno integral based on generalized type-2 fuzzy logic /

نام عام مواد

[Book]

نام نخستين پديدآور

Patricia Melin, Gabriela E. Martinez.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource

عنوان فروست

Springerbriefs in applied sciences and technology

متن يادداشت

Intro; Preface; Contents; List of Figures; List of Tables; Keywords; 1 Introduction totheType-2 Fuzzy Sugeno Integral; References; 2 Basic Theory fortheType-2 Fuzzy Sugeno Integral; 2.1 Fuzzy Logic; 2.1.1 Type-1 Fuzzy Sets; 2.1.2 Type-2 Fuzzy Sets; 2.1.3 Generalized Type-2 Fuzzy Logic; 2.2 Fuzzy Measures andtheSugeno Integral; 2.2.1 Sugeno Measures; 2.2.2 Sugeno Integral; 2.2.3 Fuzzy Measures andSugeno Integral forInterval Type-2 Fuzzy Sets; 2.3 Edge Detection; 2.3.1 Edge Detector Based onGradient; 2.4 Modular Neural Network; 2.4.1 Methodology forFace Recognition

متن يادداشت

2.4.2 Face Databases2.4.3 Pre-processing withtheMorphological Gradient (MG) Edge Detector; 2.4.4 Cross Validation Method; 2.4.5 Training oftheMNN; 2.4.6 Experiment; References; 3 Proposed Method fortheType-2 Fuzzy Sugeno Integral; 3.1 Generalized Interval Type-2 Sugeno Integral; References; 4 Simulation Results oftheType-2 Fuzzy Sugeno Integral; 4.1 Morphological Gradient Edge Detector Using GT2SI (MG + GT2SI); 4.2 GT2SI inModular Neural Networks (GT2SI + MNN); 4.2.1 Simulation Results Using ORL Database; 4.2.2 Simulation Results Using Cropped Yale Database

متن يادداشت

4.2.3 Comparison ofResults withOther Aggregation OperatorsReferences; 5 Conclusions andFuture Work ontheGeneralized Type-2 Fuzzy Sugeno Integral; References; Appendix A; Pseudocode of the Sugeno Integral; Pseudocode of the Generalized Type-2 Sugeno Integral; Appendix B; Outline placeholder; A. Function to Define the Sugeno Integral; B. Function to Define the GT2SI Edge Detector; C. Function to Define the Interval Type-2 Sugeno Integral for Three Modules of a MNN using MG Edge Detector in the Preprocessing; Index

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This book presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic. This extension enables it to handle higher levels of uncertainty when adding any number of sources and types of information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregation operator offers better performance than other traditional or extended operators. The book is a valuables reference resource for students and researchers working on theory and applications of fuzzy logic in various areas of application where decision making is performed under high levels of uncertainty, such as pattern recognition, time series prediction, intelligent control and manufacturing.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030164164

عنوان

Extension of the fuzzy sugeno integral based on generalized type-2 fuzzy logic.

شماره استاندارد بين المللي کتاب و موسيقي

9783030164157

موضوع مستند نشده

Fuzzy logic.

موضوع مستند نشده

Fuzzy logic.

موضوع مستند نشده

MATHEMATICS-- General.

موضوع مستند نشده

MAT-- 000000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Melin, Patricia,1962-

مستند نام اشخاص تاييد نشده

Martinez, Gabriela E.

تاريخ عمليات

20200823085203.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y