Applied Artificial Neural Network Methods for Engineers and Scientists: Solving Algebraic Equations

Chakraverty, Snehashish; Jeswal, Sumit Kumar

ISBN 10: 981123020X / ISBN 13: 9789811230202

Verlag: World Scientific Pub Co Inc, 2021

Beschreibung

Bestandsnummer des Verkäufers I-9789811230202

Bibliografische Details

• Titel: Applied Artificial Neural Network Methods for Engineers and Scientists: Solving Algebraic Equations
• Verlag: World Scientific Pub Co Inc
• Erscheinungsjahr: 2021
• Sprache: Englisch
• ISBN-10: 981123020X
• ISBN-13: 9789811230202
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

The aim of this book is to handle different application problems of science and engineering using expert Artificial Neural Network (ANN). As such, the book starts with basics of ANN along with different mathematical preliminaries with respect to algebraic equations. Then it addresses ANN based methods for solving different algebraic equations viz. polynomial equations, diophantine equations, transcendental equations, system of linear and nonlinear equations, eigenvalue problems etc. which are the basic equations to handle the application problems mentioned in the content of the book. Although there exist various methods to handle these problems, but sometimes those may be problem dependent and may fail to give a converge solution with particular discretization. Accordingly, ANN based methods have been addressed here to solve these problems. Detail ANN architecture with step by step procedure and algorithm have been included. Different example problems are solved with respect to various application and mathematical problems. Convergence plots and/or convergence tables of the solutions are depicted to show the efficacy of these methods. It is worth mentioning that various application problems viz. Bakery problem, Power electronics applications, Pole placement, Electrical Network Analysis, Structural engineering problem etc. have been solved using the ANN based methods.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.