My Account | Careers | Downloads | Blog

PROJECT TITLE :

Estimation of a Fuzzy Regression Model Using Fuzzy Distances

ABSTRACT:

Regression analysis could be a powerful statistical tool that has many applications in several areas. The problem of regression analysis under a fuzzy environment has been treated within the literature from totally different points of view and considering a selection of input/output knowledge (crisp or fuzzy). But, we tend to understand that, normally, most analysis papers have a conflict between the solution of the fuzzy regression drawback using crisp distances (minimizing a real error function) and also the interpretation of fuzzy information as chance distributions. The most aim of this paper is to develop a strategy to resolve this downside introducing a fuzzy partial order and a family of fuzzy distance measures on the whole set of fuzzy numbers. The new approach permits us to obtain linear and nonlinear models that reach very cheap fuzzy error; the estimation process, generally, can be thought-about easier to use in observe, and it is not restricted to triangular fuzzy numbers. Numerical examples are provided to illustrate the usefulness and applicability of these results, and comparisons with existing methodologies show that the performance of the proposed solution is very satisfactory.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Smartphone based Indoor Path Estimation and Localization without Human Intervention ABSTRACT: Many different kinds of indoor positioning systems have been developed as a result of the growing market interest in
PROJECT TITLE : Parallel Fractional Hot-Deck Imputation and Variance Estimation for Big Incomplete Data Curing ABSTRACT: The fractional hot-deck imputation, also known as FHDI, is a method for handling multivariate missing data
PROJECT TITLE : SDN-based Traffic Matrix Estimation in Data Center Networks Through Large Size Flow Identification ABSTRACT: In data center networks, software-defined networking (SDN), which has a control plane that is distinct
PROJECT TITLE : Physics-Informed Deep Learning for Traffic State Estimation ABSTRACT: The lack of observed traffic data, in addition to the sensor noise that is present in the data, is the source of the difficulty associated
PROJECT TITLE : Key Points Estimation and Point Instance Segmentation Approach for Lane Detection ABSTRACT: Techniques of perception used in autonomous vehicles should be adaptable to the various environments they encounter.

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry