A software for development of Polynomial Neural Network model

There is a software which can help to develop neural network models by the implementation of Polynomial Neural Network(PNN) algorithms like Group Method of Data Handling(GMDH). The procedure for development of the model is simple and easy to use.

Whenever data is entered the model will ask to identify input and output for the framework to be developed.

Once the input and output is marked the model will utilize GMDH algorithm to identify the optimal characteristics of the model. When the error is equal or reduced to the desired level of accuracy te model is stopped for development.

At the end,the model will generate an equation for estimation of the predicator along with relevant metrics like Root Mean Square Error,Correlation,Mean Absolute Error respectively which acts as the fitness function for selection of the optimal network.

The description of the working principle is discussed in detail at UO

Thanking you,
Admin and Editor(hon) Utilize Optimally : Learn about Optimization by Soft-computation
Water based Renewable Energies
Call for Papers Special Issue
Subscribe to the newsletter/Contact me/Advertise/Call for Paper/Invitation to act as a contributor/My Author Profile/My Kudos Profile

Comments

Post a Comment

Popular posts from this blog

Simple Decision Making Tool following the AHP Technique

In recent years,different objective methods are applied to identify the best option from the available set of alternative for solving a given decision making problem.Analytical Hierarchical Process or AHP is one of such method which is mostly applied in decision making problems where multiple criteria is considered before selecting the best solution among the available set of solutions.This tool will help to identify the best solution with the help of AHP method from a set of feasible solutions to solve the given decision making problem. Suppose we want to select the best location for installation of a hydro power plant. Such kind of power plant require sufficient amount of flow at a regular frequency throughout the year.The interconnection length or the distance between the two banks of the river must also within the suitable limit. So Amount and Frequency of Flow including the Interconnection Length of the available locations can be selected as the Criteria by which the availab
Read more

Call for Internship of Water,Energy and Metaheuristics

Optimal Water Allocation in Thermal Power Plant with the help of Mine Bursting Algorithm and Glowworm Optimization Algorithm: How to achieve this objective?  Launching this today(19/10/2023) at 11 AM at YouTube : https://youtu.be/nBi16qrKmMY Founding and Honorary Editor Innovate for Sustainability Subscribe to this blog Publish your book with EIS Publishers Instructor of Self Paced Course on Six-week course on Introduction to Remote Sensing and GIS Sponsored by Ashwagandha and Other Products for Enhancing Immunity.. Nutrilite(Use 13238584 as ABO ID) Procure Hydrology Themed T-Shirts from Innovate S Returns from commissions donated to NGOs after deducting the cost of honorarium and maintenance.
Read more

Tutorial on WSM and WPM

Brief introduction on Weighted Product Method(WPM) and Weighted Sum Method(WSM) with an example. Weighted Product Method : A brief introduction from Mrinmoy Majumder Weighted Sum Method: An Introduction from Mrinmoy Majumder Admin and Editor(hon) My Kudos Profile
Read more