Evolutionally optimized Fuzzy Polynomial Neural Networks Based on Fuzzy Relation and Genetic Algorithms: Analysis and Design

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Genetic Algorithms for the Design of Fuzzy Neural Networks

The paper presents a methodology for designing the structure of a fuzzy neural network in a multi-modular connectionist system for classification purposes and illustrates the methodology on the task of phoneme recognition of the 43 phonemes in New Zealand English. The results show that by using this methodology the recognition rate can be improved significantly when compared to the recognition ...

متن کامل

Genetically Optimized Hybrid Fuzzy Neural Networks: Analysis and Design of Rule-based Multi-layer Perceptron Architectures

In this study, we introduce an advanced architecture of genetically optimized Hybrid Fuzzy Neural Networks (gHFNN) and develop a comprehensive design methodology supporting their construction. A series of of numeric experiments is included to illustrate the performance of the networks. The construction of gHFNN exploits fundamental technologies of Computational Intelligence (CI), namely fuzzy s...

متن کامل

Genetic Design of Independent Input Rule-Based Fuzzy Neural Networks

In this paper, we introduce the genetic design of independent input rule-based fuzzy neural networks. The premise part of the rules of the proposed networks is realized by partitioning of the independent input space using hard-c means clustering. The independently partitioned spaces express the fuzzy rules for respective inputs. The consequence part of the rules is represented by polynomial fun...

متن کامل

Introduction to Fuzzy Systems, Neural Networks, and Genetic Algorithms

Soft Computing technologies are the main topics of this book. This chapter provides the basic knowledge of fuzzy systems (FSs), neural networks (NNs), and genetic algorithms (GAs). Readers who have already studied these technologies may skip the appropriate sections. To understand the functions of FSs, NNs, and GAs, one needs to imagine a multi-dimensional input–output space or searching space....

متن کامل

Design Software Failure Mode and Effect Analysis using Fuzzy TOPSIS Based on Fuzzy Entropy

One of the key pillars of any operating system is its proper software performance. Software failure can have dangerous effects and consequences and can lead to adverse and undesirable events in the design or use phases. The goal of this study is to identify and evaluate the most significant software risks based on the FMEA indices with respect to reduce the risk level by means of experts’ opini...

متن کامل

ذخیره 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: Journal of Korean Institute of Intelligent Systems

سال: 2005

ISSN: 1976-9172

DOI: 10.5391/jkiis.2005.15.2.236