Artificial Neural Networks for Engineering Applications
  • Author : Alma Y. Alanis
  • Release Date : 15 March 2019
  • Publisher : Academic Press
  • Genre : Science
  • Pages : 224
  • ISBN 13 : 9780128182475

Download Or Read Artificial Neural Networks for Engineering Applications eBook PDF

Book excerpt: 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
Genre : Science
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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 ...

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks

Author : John Macintyre,Lazaros Iliadis,Ilias Maglogiannis,Chrisina Jayne
Publisher : Springer
Genre : Computers
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This book constitutes the refereed proceedings of the 19th International Conference on Engineering Applications of Neural Networks, EANN 2019, held in Xersonisos, Crete, Greece, in May 2019. The 35 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on AI ...

Artificial Neural Network Applications in Business and Engineering

Artificial Neural Network Applications in Business and Engineering

Author : Do, Quang Hung
Publisher : IGI Global
Genre : Computers
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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 ...

Proceedings of the 22nd Engineering Applications of Neural Networks Conference

Proceedings of the 22nd Engineering Applications of Neural Networks Conference

Author : Lazaros Iliadis,John Macintyre,Chrisina Jayne,Elias Pimenidis
Publisher : Springer Nature
Genre : Technology & Engineering
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This book contains the proceedings of the 22nd EANN “Engineering Applications of Neural Networks” 2021 that comprise of research papers on both theoretical foundations and cutting-edge applications of artificial intelligence. Based on the discussed research areas, emphasis is given in advances of machine learning (ML) focusing on the following algorithms-approaches: Augmented ...

Application of Neural Networks and Other Learning Technologies in Process Engineering

Application of Neural Networks and Other Learning Technologies in Process Engineering

Author : I M Mujtaba,M A Hussain
Publisher : World Scientific
Genre : Computers
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This book is a follow-up to the IChemE symposium on “Neural Networks and Other Learning Technologies”, held at Imperial College, UK, in May 1999. The interest shown by the participants, especially those from the industry, has been instrumental in producing the book. The papers have been written by contributors of the ...

Applications of Artificial Neural Networks for Nonlinear Data

Applications of Artificial Neural Networks for Nonlinear Data

Author : Patel, Hiral Ashil,Kumar, A.V. Senthil
Publisher : IGI Global
Genre : Computers
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Processing information and analyzing data efficiently and effectively is crucial for any company that wishes to stay competitive in its respective market. Nonlinear data presents new challenges to organizations, however, due to its complexity and unpredictability. The only technology that can properly handle this form of data is artificial 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
Genre : Computers
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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 ...

Research Anthology on Artificial Neural Network Applications

Research Anthology on Artificial Neural Network Applications

Author : Management Association, Information Resources
Publisher : IGI Global
Genre : Computers
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Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora ...

Artificial Neural Networks for Engineers and Scientists

Artificial Neural Networks for Engineers and Scientists

Author : S. Chakraverty,Susmita Mall
Publisher : CRC Press
Genre : Mathematics
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Differential equations play a vital role in the fields of engineering and science. Problems in engineering and science can be modeled using ordinary or partial differential equations. Analytical solutions of differential equations may not be obtained easily, so numerical methods have been developed to handle them. Machine intelligence methods, such ...

Artificial Neural Networks for Renewable Energy Systems and Real World Applications

Artificial Neural Networks for Renewable Energy Systems and Real World Applications

Author : Mohamed Elasyed Abd Elaziz,Ammar Hamed Elsheikh
Publisher : Academic Press
Genre : Technology & Engineering
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Artificial Neural Networks for Renewable Energy Systems and Real-World Applications presents current trends for the solution of complex engineering problems in the application, modeling, analysis, and optimization of different energy systems and manufacturing processes. With growing research catering to the applications of neural networks in specific industrial applications, this reference ...

Advanced Applications for Artificial Neural Networks

Advanced Applications for Artificial Neural Networks

Author : Adel El-Shahat
Publisher : BoD – Books on Demand
Genre : Computers
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In this book, highly qualified multidisciplinary scientists grasp their recent researches motivated by the importance of artificial neural networks. It addresses advanced applications and innovative case studies for the next-generation optical networks based on modulation recognition using artificial neural networks, hardware ANN for gait generation of multi-legged robots, production of ...

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks

Author : Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne
Publisher : Springer
Genre : Computers
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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 Networks in Real life Applications

Artificial Neural Networks in Real life Applications

Author : Juan Ramon Rabunal,Julian Dorado
Publisher : IGI Global
Genre : Technology & Engineering
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"This book offers an outlook of the most recent works at the field of the Artificial Neural Networks (ANN), including theoretical developments and applications of systems using intelligent characteristics for adaptability"--Provided by publisher....

Artificial Neural Networks

Artificial Neural Networks

Author : Joao Luis Garcia Rosa
Publisher : BoD – Books on Demand
Genre : Computers
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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 ...

Applied Artificial Neural Network Methods For Engineers And Scientists  Solving Algebraic Equations

Applied Artificial Neural Network Methods For Engineers And Scientists Solving Algebraic Equations

Author : Snehashish Chakraverty,Sumit Kumar Jeswal
Publisher : World Scientific
Genre : Computers
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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 ...