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Control De Procesos Con Redes Neuronales Artificiales
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Book Synopsis New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic by : Jonathan Amezcua
Download or read book New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic written by Jonathan Amezcua and published by Springer. This book was released on 2018-02-05 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book a new model for data classification was developed. This new model is based on the competitive neural network Learning Vector Quantization (LVQ) and type-2 fuzzy logic. This computational model consists of the hybridization of the aforementioned techniques, using a fuzzy logic system within the competitive layer of the LVQ network to determine the shortest distance between a centroid and an input vector. This new model is based on a modular LVQ architecture to further improve its performance on complex classification problems. It also implements a data-similarity process for preprocessing the datasets, in order to build dynamic architectures, having the classes with the highest degree of similarity in different modules. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil. Both datasets show interesting features that makes them interesting for testing new classification methods.
Book Synopsis Artificial Neural Nets and Genetic Algorithms by : David W. Pearson
Download or read book Artificial Neural Nets and Genetic Algorithms written by David W. Pearson and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural networks and genetic algorithms both are areas of research which have their origins in mathematical models constructed in order to gain understanding of important natural processes. By focussing on the process models rather than the processes themselves, significant new computational techniques have evolved which have found application in a large number of diverse fields. This diversity is reflected in the topics which are subjects of the contributions to this volume. There are contributions reporting successful applications of the technology to the solution of industrial/commercial problems. This may well reflect the maturity of the technology, notably in the sense that 'real' users of modelling/prediction techniques are prepared to accept neural networks as a valid paradigm. Theoretical issues also receive attention, notably in connection with the radial basis function neural network. Contributions in the field of genetic algorithms reflect the wide range of current applications, including, for example, portfolio selection, filter design, frequency assignment, tuning of nonlinear PID controllers. These techniques are also used extensively for combinatorial optimisation problems.
Book Synopsis Perspectives and Trends in Education and Technology by : Anabela Mesquita
Download or read book Perspectives and Trends in Education and Technology written by Anabela Mesquita and published by Springer Nature. This book was released on 2021-11-17 with total page 1003 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents high-quality, peer-reviewed papers from the International Conference in Information Technology & Education (ICITED 2021), to be held at the ESPM – Higher School of Advertising and Marketing, Sao Paulo, Brazil, between the 15th and the 17th of July 2021. The book covers a specific field of knowledge. This intends to cover not only two fields of knowledge – Education and Technology – but also the interaction among them and the impact/result in the job market and organizations. It covers the research and pedagogic component of Education and Information Technologies but also the connection with society, addressing the three pillars of higher education. The book addresses impact of pandemic on education and use of technology in education. Finally, it also encourages companies to present their professional cases which is discussed. These can constitute real examples of how companies are overcoming their challenges with the uncertainty of the market.
Book Synopsis Smart Systems Engineering by : Cihan H. Dagli
Download or read book Smart Systems Engineering written by Cihan H. Dagli and published by American Society of Mechanical Engineers. This book was released on 2006 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings Annie Conference, November 2006, St. Louis, Missouri. The newest volume in this series presents refereed papers in the following categories and their applications in the engineering domain: Neural Networks; Complex Networks; Evolutionary Programming; Data Mining; Fuzzy Logic; Adaptive Control; Pattern Recognition; Smart Engineering System Design. These papers are intended to provide a forum for researchers in the field to exchange ideas on smart engineering system design.
Book Synopsis Hybrid Artificial Intelligent Systems by : Jeng-Shyang Pan
Download or read book Hybrid Artificial Intelligent Systems written by Jeng-Shyang Pan and published by Springer. This book was released on 2013-08-15 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and Cybernetics; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems.
Download or read book Qüestiió written by and published by . This book was released on 1997 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Intelligence in Chemistry by : José S. Torrecilla
Download or read book Artificial Intelligence in Chemistry written by José S. Torrecilla and published by Frontiers Media SA. This book was released on 2020-07-17 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modern Graphics Communication by : Frederick Ernest Giesecke
Download or read book Modern Graphics Communication written by Frederick Ernest Giesecke and published by Pearson Educación. This book was released on 2004 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: This completely rewritten adaptation of Giesecke utilizes an abundance of hands-on activities and clear step-by-step descriptions to teach users freehand sketching and visualization skills for engineering graphics. The eighth edition features reorganized, consolidated coverage of Solid Modeling, new drawing problems, and fully proofed drawings. Other chapter topics include design and graphic communication, introduction to cad and solid modeling, freehand sketching and lettering techniques, geometric construction and modeling basics, multi-view sketching and projection, pictorial sketching, sectional views, dimensioning, and tolerancing, For individuals interested in the fields of technical drawing and engineering graphics.
Book Synopsis Artificial Neural Nets and Genetic Algorithms by :
Download or read book Artificial Neural Nets and Genetic Algorithms written by and published by . This book was released on 1995 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis MICAI 2000: Advances in Artificial Intelligence by : Osvaldo Cairo
Download or read book MICAI 2000: Advances in Artificial Intelligence written by Osvaldo Cairo and published by Springer. This book was released on 2006-12-30 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fifty years ago, A. Turing predicted that by 2000 we would have a machine that could pass the Turing test. Although this may not yet be true, AI has advanced signi?cantly in these 50 years, and at the dawn of the XXI century is still an activeandchallenging?eld.Thisyearisalsosigni?cantforAIinMexico,withthe merging of the two major AI conferences into the biennial Mexican International Conference on Arti?cial Intelligence (MICAI) series. MICAI is the union of the Mexican National AI Conference (RNIA) and the International AI Symposium (ISAI), organized annually by the Mexican Society forAI(SMIA,since1984)andbytheMonterreyInstituteofTechnology(ITESM, since1988),respectively.The?rstMexicanInternationalConferenceonArti?cial Intelligence, MICAI 2000, took place April 11-14, 2000, in the city of Acapulco, Mexico.ThisconferenceseekstopromoteresearchinAI,andcooperationamong Mexican researchers and their peers worldwide. We welcome you all. Over 163 papers from 17 di?erent countries were submitted for consideration to MICAI 2000. After reviewing them thoroughly, MICAI’s program committee, referees, and program chair accepted 60 papers for the international track. This volume contains the written version of the papers and invited talks presented at MICAI. We would like to acknowledge the support of the American Association for Arti?cial Intelligence (AAAI), and the International Joint Conference on Art- cial Intelligence (IJCAI). We are specially grateful for the warm hospitality and generosity o?ered by the Acapulco Institute of Technology.
Book Synopsis Foundations of Generic Optimization by : R. Lowen
Download or read book Foundations of Generic Optimization written by R. Lowen and published by Springer Science & Business Media. This book was released on 2007-10-27 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive overview of the basics of fuzzy control, which also brings together some recent research results in soft computing, in particular fuzzy logic using genetic algorithms and neural networks. This book offers researchers not only a solid background but also a snapshot of the current state of the art in this field.
Book Synopsis Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by : Vinit Kumar Gunjan
Download or read book Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2020-10-17 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.
Book Synopsis Management Information Systems by : Raymond McLeod
Download or read book Management Information Systems written by Raymond McLeod and published by Pearson Educación. This book was released on 1998 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text enjoys a strong loyalty among instructors who adopt it. Focusing on the role of managers within an organization, the text emphasizes the development of computer-based information systems to support an organization's objectives and strategic plans. The General Systems Model is, introduced in Chapter 6, and implemented throughout the rest of the text.
Book Synopsis Disrupción tecnológica, transformación y sociedad by : Juan Carlos Henao
Download or read book Disrupción tecnológica, transformación y sociedad written by Juan Carlos Henao and published by Universidad Externado. This book was released on 2021-06-01 with total page 903 pages. Available in PDF, EPUB and Kindle. Book excerpt: La tercera edición de la colección "Así habla el Externado" examina el impacto que las tecnologías disruptivas y la transformación digital están teniendo sobre el conjunto de la sociedad, bajo una lente humanista e interdisciplinar, propia de nuestra institución. La Cuarta Revolución Industrial (4RI), que ha permeado todos los campos de la actividad humana y la sociedad, ofrece la inmensa oportunidad de reducir las brechas de conocimiento e ingreso económico y generar progreso social y democrático, pero puede también tener el efecto contrario. El lector y la lectora encontrarán en estos cuatro tomos reflexiones valiosas, en sus 74escritos, para comprender en todo su alcance estas innovaciones y poder contribuir así a la construcción de realidades cada vez más incluyentes y participativas. Este tomo III, titulado "Derecho, innovación y tecnología: fundamentos para una Lex Informático", tiene por objeto responder la siguiente pregunta: ¿de qué manera las nuevas tecnologías y la economía colaborativa están transformando el derecho, sus principios e instituciones? Para ello, el presente volumen estudia en detalle las promesas, retos y problemas jurídicos suscitados por la aplicación de la inteligencia artificial, el Big Data, el Blockchain y el loT en distintos ámbitos del derecho público y privado. Los diferentes capítulos presentan debates en torno a la forma en que dichas tecnologías vienen afectando profundamente al mundo del derecho, con el fin de construir un marco conceptual que no solo sirva de base para sostener una discusión académica sólidamente fundamentada sobre estos temas, sino también para despejar las dudas jurídicas que pueden existir con el fin de facilitar y acelerar el desarrollo e implementación práctica de estas tecnologías, así como de contribuir a orientar la agenda académica sobre estos asuntos en América Latina.
Book Synopsis Dam Maintenance and Rehabilitation II by : Rafael Romeo García
Download or read book Dam Maintenance and Rehabilitation II written by Rafael Romeo García and published by CRC Press. This book was released on 2010-11-18 with total page 1161 pages. Available in PDF, EPUB and Kindle. Book excerpt: As dams age, they are subject to a series of external agents and processes which tend to deteriorate the qualities with which they were originally conceived to stand against these actions. At the same time, it is often necessary to respond to increased safety standards, either in the structural or hydrological fields. Reservoir sedimentation or wat
Author :Robert G. Evans Publisher :American Society of Agricultural & Biological Engineers ISBN 13 : Total Pages :702 pages Book Rating :4.:/5 (89 download)
Book Synopsis National Irrigation Symposium by : Robert G. Evans
Download or read book National Irrigation Symposium written by Robert G. Evans and published by American Society of Agricultural & Biological Engineers. This book was released on 2000 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis System Identification and Adaptive Control by : Yiannis Boutalis
Download or read book System Identification and Adaptive Control written by Yiannis Boutalis and published by Springer Science & Business. This book was released on 2014-04-23 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting current trends in the development and applications of intelligent systems in engineering, this monograph focuses on recent research results in system identification and control. The recurrent neurofuzzy and the fuzzy cognitive network (FCN) models are presented. Both models are suitable for partially-known or unknown complex time-varying systems. Neurofuzzy Adaptive Control contains rigorous proofs of its statements which result in concrete conclusions for the selection of the design parameters of the algorithms presented. The neurofuzzy model combines concepts from fuzzy systems and recurrent high-order neural networks to produce powerful system approximations that are used for adaptive control. The FCN model stems from fuzzy cognitive maps and uses the notion of “concepts” and their causal relationships to capture the behavior of complex systems. The book shows how, with the benefit of proper training algorithms, these models are potent system emulators suitable for use in engineering systems. All chapters are supported by illustrative simulation experiments, while separate chapters are devoted to the potential industrial applications of each model including projects in: • contemporary power generation; • process control and • conventional benchmarking problems. Researchers and graduate students working in adaptive estimation and intelligent control will find Neurofuzzy Adaptive Control of interest both for the currency of its models and because it demonstrates their relevance for real systems. The monograph also shows industrial engineers how to test intelligent adaptive control easily using proven theoretical results.
