Artificial Neural Networks for Engineering Applications

Written By Alma Y. Alanis
Artificial Neural Networks for Engineering Applications
  • Publsiher : Academic Press
  • Release : 15 March 2019
  • ISBN : 0128182474
  • Pages : 224 pages
  • Rating : /5 from reviews
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Download or read book entitled Artificial Neural Networks for Engineering Applications by author: Alma Y. Alanis which was release on 15 March 2019 and published by Academic Press with total page 224 pages . This book available in PDF, EPUB and Kindle Format. Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications. Presents the current trends for the solution of complex engineering problems that cannot be solved through conventional methods Includes real-life scenarios where a wide range of artificial neural network architectures can be used to solve the problems encountered in engineering Contains all the theory required to use the proposed methodologies for different applications

Artificial Neural Networks for Engineering Applications

Artificial Neural Networks for Engineering Applications
  • Author : Alma Y. Alanis,Nancy Arana-Daniel,Carlos Lopez-Franco
  • Publisher : Academic Press
  • Release Date : 2019-03-15
  • Total pages : 224
  • ISBN : 0128182474
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Summary : Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear ...

Intelligent Engineering Systems Through Artificial Neural Networks

Intelligent Engineering Systems Through Artificial Neural Networks
  • Author : Cihan H. Dagli
  • Publisher : Intelligent Engineering System
  • Release Date : 1995
  • Total pages : 1034
  • ISBN : 0128182474
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Summary : Proceedings of the Artificial Neural Networks in Engineering Conference, November 12-15, 1995 St. Louis, Missouri. Heightened interest in engineering applications of neutral networks in recent years has led to intense research in the field. Volume 5 of this highly successful series boasts the contribution of researchers from 20 countries. They examine the theory ...

Artificial Neural Networks

Artificial Neural Networks
  • Author : Kenji Suzuki
  • Publisher : BoD – Books on Demand
  • Release Date : 2011-04-04
  • Total pages : 492
  • ISBN : 0128182474
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Summary : Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications. The purpose of this book is to provide recent advances of artificial neural networks in industrial and control engineering applications. The book begins ...

Engineering Applications of Bio Inspired Artificial Neural Networks

Engineering Applications of Bio Inspired Artificial Neural Networks
  • Author : Jose Mira,Juan V. Sanchez-Andres
  • Publisher : Springer Science & Business Media
  • Release Date : 1999-05-19
  • Total pages : 912
  • ISBN : 0128182474
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Summary : This book constitutes, together with its compagnion LNCS 1606, the refereed proceedings of the International Work-Conference on Artificial and Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 91 revised papers presented were carefully reviewed and selected for inclusion in the book. This volume is devoted to applications of biologically inspired ...

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
  • Author : Giacomo Boracchi,Lazaros Iliadis,Chrisina Jayne,Aristidis Likas
  • Publisher : Springer
  • Release Date : 2017-07-30
  • Total pages : 737
  • ISBN : 0128182474
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Summary : This book constitutes the refereed proceedings of the 18th International Conference on Engineering Applications of Neural Networks, EANN 2017, held in Athens, Greece, in August 2017. The 40 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 83 submissions. The papers cover the topics of deep learning, convolutional neural ...

Proceedings of the 21st EANN Engineering Applications of Neural Networks 2020 Conference

Proceedings of the 21st EANN  Engineering Applications of Neural Networks  2020 Conference
  • Author : Lazaros Iliadis,Plamen Parvanov Angelov,Chrisina Jayne,Elias Pimenidis
  • Publisher : Springer Nature
  • Release Date : 2020-05-27
  • Total pages : 619
  • ISBN : 0128182474
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Summary : This book gathers the proceedings of the 21st Engineering Applications of Neural Networks Conference, which is supported by the International Neural Networks Society (INNS). Artificial Intelligence (AI) has been following a unique course, characterized by alternating growth spurts and “AI winters.” Today, AI is an essential component of the fourth ...

Neural Network Applications in Control

Neural Network Applications in Control
  • Author : Institution of Electrical Engineers
  • Publisher : IET
  • Release Date : 1995
  • Total pages : 295
  • ISBN : 0128182474
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Summary : Introducing a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks as well as the more useful multilayer perception back-propagation networks, this book aims to give a detailed appreciation of the use of neural nets in these applications....

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks
  • Author : Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne
  • Publisher : Springer
  • Release Date : 2013-09-25
  • Total pages : 510
  • ISBN : 0128182474
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Summary : The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks ...

Artificial Neural Network Applications in Business and Engineering

Artificial Neural Network Applications in Business and Engineering
  • Author : Do, Quang Hung
  • Publisher : IGI Global
  • Release Date : 2021-01-08
  • Total pages : 275
  • ISBN : 0128182474
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Summary : In today’s modernized market, various disciplines continue to search for universally functional technologies that improve upon traditional processes. Artificial neural networks are a set of statistical modeling tools that are capable of processing nonlinear data with strong accuracy. Due to their complexity, utilizing their potential was previously seen as ...

Artificial Neural Networks for Civil Engineers

Artificial Neural Networks for Civil Engineers
  • Author : Nabil Kartam,Ian Flood,James H. Garrett,Girish Agrawal
  • Publisher : American Society of Civil Engineers
  • Release Date : 1997-01-01
  • Total pages : 216
  • ISBN : 0128182474
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Summary : This monograph provides researchers with an understanding of the potential of artificial neural networks for solving civil engineering related problems, and guidance on how to develop successful implementations for a broad range of problems. Fundamental issues in the selection, development, and use of neural networks, as well as example applications ...

Artificial Neural Network Applications for Software Reliability Prediction

Artificial Neural Network Applications for Software Reliability Prediction
  • Author : Manjubala Bisi,Neeraj Kumar Goyal
  • Publisher : John Wiley & Sons
  • Release Date : 2017-09-21
  • Total pages : 312
  • ISBN : 0128182474
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Summary : Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application ...

Artificial Neural Networks in Water Supply Engineering

Artificial Neural Networks in Water Supply Engineering
  • Author : Srinivasa Lingireddy,Gail M. Brion
  • Publisher : ASCE Publications
  • Release Date : 2005-01-01
  • Total pages : 192
  • ISBN : 0128182474
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Summary : Prepared by the Water Supply Engineering Technical Committee of the Infrastructure Council of the Environmental and Water Resources Institute of ASCE. This report examines the application of artificial neural network (ANN) technology to water supply engineering problems. Although ANN has rarely been used in in this area, those who have ...

Engineering Applications of FPGAs

Engineering Applications of FPGAs
  • Author : Esteban Tlelo-Cuautle,José de Jesús Rangel-Magdaleno,Luis Gerardo de la Fraga
  • Publisher : Springer
  • Release Date : 2016-05-28
  • Total pages : 222
  • ISBN : 0128182474
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Summary : This book offers readers a clear guide to implementing engineering applications with FPGAs, from the mathematical description to the hardware synthesis, including discussion of VHDL programming and co-simulation issues. Coverage includes FPGA realizations such as: chaos generators that are described from their mathematical models; artificial neural networks (ANNs) to predict ...

Artificial Neural Networks

Artificial Neural Networks
  • Author : Joao Luis Garcia Rosa
  • Publisher : BoD – Books on Demand
  • Release Date : 2016-10-19
  • Total pages : 414
  • ISBN : 0128182474
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Summary : The idea of simulating the brain was the goal of many pioneering works in Artificial Intelligence. The brain has been seen as a neural network, or a set of nodes, or neurons, connected by communication lines. Currently, there has been increasing interest in the use of neural network models. This ...

Artificial Neural Networks for Civil Engineers

Artificial Neural Networks for Civil Engineers
  • Author : Ian Flood,Nabil Kartam
  • Publisher : ASCE Publications
  • Release Date : 1998-01-01
  • Total pages : 277
  • ISBN : 0128182474
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Summary : Sponsored by the Committee on Expert Systems and Artificial Intelligence of the Technical Council on Computer Practices of ASCE. This report illustrates advanced methods and new developments in the application of artificial neural networks to solve problems in civil engineering.Ø Topics include: Øevaluating new construction technologies; Øusing multi-layeredØartificial neural ...