Gmdh-methodology And Implementation In C (With Cd-rom)
eBook - ePub

Gmdh-methodology And Implementation In C (With Cd-rom)

(With CD-ROM)

  1. 304 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Gmdh-methodology And Implementation In C (With Cd-rom)

(With CD-ROM)

About this book

Group Method of Data Handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modeling has been developed and applied to complex systems in areas like prediction, modeling, clusterization, system identification, as well as data mining and knowledge extraction technologies, to several fields including social science, science, engineering, and medicine.

This book makes error-free codes available to end-users so that these codes can be used to understand the implementation of GMDH, and then create opportunities to further develop the variants of GMDH algorithms. C-language has been chosen because it is a basic language commonly taught in the first year in computer programming courses in most universities and colleges, and the compiled versions could be used for more meaningful practical applications where security is necessary.

Contents:

  • Introduction (Godfrey C Onwubolu)
  • GMDH Multilayered Iterative Algorithm (MIA) (Godfrey C Onwubolu)
  • GMDH Multilayered Algorithm Using Prior Information (Alexandr Kiryanov)
  • Combinatorial (COMBI) Algorithm (Oleksiy Koshulko, Anatoliy Koshulko and Godfrey C Onwubolu)
  • GMDH Harmonic Algorithm (Godfrey C Onwubolu)
  • GMDH-Based Modified Polynomial Neural Network Algorithm (Alexander Tyryshkin, Anatoliy Andrakhanov and Andrey Orlov)
  • GMDH-Clustering (Lyudmyla Sarycheva and Alexander Sarychev)
  • Multiagent Clustering Algorithm (Oleksii Oliinyk, Sergey Subbotin and Andrii Oliinyk)
  • Analogue Complexing Algorithm (Dmytro Zubov)
  • GMDH-Type Neural Network and Genetic Algorithm (Saeed Fallahi, Meysam Shaverdi and Vahab Bashiri)


Readership: Researchers, professionals, and senior undergraduate students in artificial intelligence, neural networks, decision sciences, and innovation technology.
Key Features:

  • No other book in the market makes error-free codes so readily available to the public
  • Clearly presents the main variants of GMDH and supporting codes for users to understand the concepts involved, apply them, and build on the available codes
  • Contributors are world-renowned researchers in GMDH

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Gmdh-methodology And Implementation In C (With Cd-rom) by Godfrey Onwubolu in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Preface
  5. About the Editor
  6. List of Contributors
  7. Contents
  8. 1. Introduction
  9. 2. GMDH Multilayered Iterative Algorithm (MIA)
  10. 3. GMDH Multilayered Algorithm Using Prior Information
  11. 4. Combinatorial (COMBI) Algorithm
  12. 5. GMDH Harmonic Algorithm
  13. 6. GMDH-Based Modified Polynomial Neural Network Algorithm
  14. 7. GMDH-Clustering
  15. 8. Multiagent Clustering Algorithm
  16. 9. Analogue Complexing Algorithm
  17. 10. GMDH-Type Neural Network and Genetic Algorithm
  18. Index