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Título : Design and Analysis of Simulation Experiments Tipo de documento: documento electrónico Autores: Kleijnen, Jack P.C ; SpringerLink (Online service) Editorial: Boston, MA : Springer US Fecha de publicación: 2008 Colección: International Series in Operations Research & Management Science, ISSN 0884-8289 num. 111 Número de páginas: XIV, 220 p Il.: online resource ISBN/ISSN/DL: 978-0-387-71813-2 Idioma : Inglés (eng) Palabras clave: Mathematics Operations research Decision making Mathematical models Probabilities Statistics Engineering design Industrial engineering Production Probability Theory and Stochastic Processes Statistical Methods Modeling Operation Research/Decision Design Clasificación: 51 Matemáticas Resumen: This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing and inventory simulations), it also discusses DASE for deterministic simulation (such as engineering and physics simulations). The text presents both classic and modern statistical designs. Classic designs (e.g., fractional factorials) assume only a few factors with a few values per factor. The resulting input/output data of the simulation experiment are analyzed through low-order polynomials, which are linear regression (meta)models. Modern designs allow many more factors, possible with many values per factor. These designs include group screening (e.g., Sequential Bifurcation, SB) and space filling designs (e.g., Latin Hypercube Sampling, LHS). The data resulting from these modern designs may be analyzed through low-order polynomials for group screening and various metamodel types (e.g., Kriging) for LHS. In this way, the book provides relatively simple solutions for the problem of which scenarios to simulate and how to analyze the resulting data. The book also includes methods for computationally expensive simulations. It discusses only those tactical issues that are closely related to strategic issues; i.e., the text briefly discusses run-length and variance reduction techniques. The leading textbooks on discrete-event simulation pay little attention to the strategic issues of simulation. The author has been working on strategic issues for approximately forty years, in various scientific disciples--such as operations research, management science, industrial engineering, mathematical statistics, economics, nuclear engineering, computer science, and information systems. The intended audience is comprised of researchers, graduate students, and mature practitioners in the simulation area. They are assumed to have a basic knowledge of simulation and mathematical statistics; nevertheless, the book summarizes these basics, for the readers' convenience Nota de contenido: Preface -- Introduction -- Black Box Metamodels -- Low-Order Polynomial Regression -- Metamodels and Designs: A Single Factor -- Low-Order Polynomial Models and Designs: Multiple Factors -- Low-Order Polynomial Models and Screening Designs: Hundreds of Factors -- Kriging Metamodels -- Latin Hypercube Sampling (LHS) and other Space-Filling Designs -- Cross-Validation of Metamodels -- Conclusions and Further Research En línea: http://dx.doi.org/10.1007/978-0-387-71813-2 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34164 Design and Analysis of Simulation Experiments [documento electrónico] / Kleijnen, Jack P.C ; SpringerLink (Online service) . - Boston, MA : Springer US, 2008 . - XIV, 220 p : online resource. - (International Series in Operations Research & Management Science, ISSN 0884-8289; 111) .
ISBN : 978-0-387-71813-2
Idioma : Inglés (eng)
Palabras clave: Mathematics Operations research Decision making Mathematical models Probabilities Statistics Engineering design Industrial engineering Production Probability Theory and Stochastic Processes Statistical Methods Modeling Operation Research/Decision Design Clasificación: 51 Matemáticas Resumen: This is an advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE). Though the book focuses on DASE for discrete-event simulation (such as queuing and inventory simulations), it also discusses DASE for deterministic simulation (such as engineering and physics simulations). The text presents both classic and modern statistical designs. Classic designs (e.g., fractional factorials) assume only a few factors with a few values per factor. The resulting input/output data of the simulation experiment are analyzed through low-order polynomials, which are linear regression (meta)models. Modern designs allow many more factors, possible with many values per factor. These designs include group screening (e.g., Sequential Bifurcation, SB) and space filling designs (e.g., Latin Hypercube Sampling, LHS). The data resulting from these modern designs may be analyzed through low-order polynomials for group screening and various metamodel types (e.g., Kriging) for LHS. In this way, the book provides relatively simple solutions for the problem of which scenarios to simulate and how to analyze the resulting data. The book also includes methods for computationally expensive simulations. It discusses only those tactical issues that are closely related to strategic issues; i.e., the text briefly discusses run-length and variance reduction techniques. The leading textbooks on discrete-event simulation pay little attention to the strategic issues of simulation. The author has been working on strategic issues for approximately forty years, in various scientific disciples--such as operations research, management science, industrial engineering, mathematical statistics, economics, nuclear engineering, computer science, and information systems. The intended audience is comprised of researchers, graduate students, and mature practitioners in the simulation area. They are assumed to have a basic knowledge of simulation and mathematical statistics; nevertheless, the book summarizes these basics, for the readers' convenience Nota de contenido: Preface -- Introduction -- Black Box Metamodels -- Low-Order Polynomial Regression -- Metamodels and Designs: A Single Factor -- Low-Order Polynomial Models and Designs: Multiple Factors -- Low-Order Polynomial Models and Screening Designs: Hundreds of Factors -- Kriging Metamodels -- Latin Hypercube Sampling (LHS) and other Space-Filling Designs -- Cross-Validation of Metamodels -- Conclusions and Further Research En línea: http://dx.doi.org/10.1007/978-0-387-71813-2 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34164 Ejemplares
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Título : Statistics for Innovation : Statistical Design of “Continuous” Product Innovation Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Erto, Pasquale Editorial: Milano : Springer Milan Fecha de publicación: 2009 Número de páginas: XVI, 264 p. 10 illus Il.: online resource ISBN/ISSN/DL: 978-88-470-0815-1 Idioma : Inglés (eng) Palabras clave: Statistics Computer mathematics Engineering design Quality control Reliability Industrial safety Statistical Theory and Methods for Engineering, Physics, Science, Chemistry Earth Sciences Design Control, Reliability, Safety Risk Computational Science Clasificación: 51 Matemáticas Resumen: The objective of this book is to illustrate statistical methodologies that incorporate physical and numerical experiments and that allow one to schedule and plan technological innovation, similar to any other productive activity. This methodology should be implemented through a structured procedure aimed at reducing the high rate of commercial failure characterizing actual innovation processes. In fact, it is well known that: i) The rate of commercial failure of a innovative idea is very high (90–94 out of 100 proposals for innovation undergo substantial failure in the EU and in the USA). ii) Low reliability in the long run and sensitivity to usage conditions are the factors that determine the failure of the innovation. The definition of an iterative design activity is an objective that can be reached by subdividing the complex innovation process into "short" steps in experimental statistics research. The approach adopted to analyze customer needs and the tools used to reduce unwanted variability form the framework for the statistical design of "continuous" product innovation. Starting from the observation that product innovation is achieved when a "quality" that is able to satisfy a new customer need is conferred on the product and survives over real operating conditions and time, this book illustrates the operative steps required to perform the whole innovation process iteratively Nota de contenido: Design for Innovation -- Analysis of User Needs for the Redesign of a Postural Seat System -- Statistical Design for Innovation in Virtual Reality -- Robust Ergonomic Virtual Design -- Computer Simulations for the Optimization of Technological Processes -- Technological Process Innovation -- Design for Computer Experiments: Comparing and Generating Designs in Kriging Models -- New Sampling Procedures in Coordinate Metrology Based on Kriging-Based Adaptive Designs -- Product and Process Innovation by Integrating Physical and Simulation Experiments -- Continuous Innovation of the Quality Control of Remote Sensing Data for Territory Management -- An Innovative Online Diagnostic Tool for a Distributed Spatial Coordinate Measuring System -- Technological Process Innovation via Engineering and Statistical Knowledge Integration -- Innovation of Lifecycle Management -- Bayesian Reliability Inference on Innovated Automotive Components -- Stochastic Processes for Modeling the Wear of Marine Engine Cylinder Liners -- Research and Innovation Management -- A New Control Chart Achieved via Innovation Process Approach -- A Critical Review and Further Advances in Innovation Growth Models En línea: http://dx.doi.org/10.1007/978-88-470-0815-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34121 Statistics for Innovation : Statistical Design of “Continuous” Product Innovation [documento electrónico] / SpringerLink (Online service) ; Erto, Pasquale . - Milano : Springer Milan, 2009 . - XVI, 264 p. 10 illus : online resource.
ISBN : 978-88-470-0815-1
Idioma : Inglés (eng)
Palabras clave: Statistics Computer mathematics Engineering design Quality control Reliability Industrial safety Statistical Theory and Methods for Engineering, Physics, Science, Chemistry Earth Sciences Design Control, Reliability, Safety Risk Computational Science Clasificación: 51 Matemáticas Resumen: The objective of this book is to illustrate statistical methodologies that incorporate physical and numerical experiments and that allow one to schedule and plan technological innovation, similar to any other productive activity. This methodology should be implemented through a structured procedure aimed at reducing the high rate of commercial failure characterizing actual innovation processes. In fact, it is well known that: i) The rate of commercial failure of a innovative idea is very high (90–94 out of 100 proposals for innovation undergo substantial failure in the EU and in the USA). ii) Low reliability in the long run and sensitivity to usage conditions are the factors that determine the failure of the innovation. The definition of an iterative design activity is an objective that can be reached by subdividing the complex innovation process into "short" steps in experimental statistics research. The approach adopted to analyze customer needs and the tools used to reduce unwanted variability form the framework for the statistical design of "continuous" product innovation. Starting from the observation that product innovation is achieved when a "quality" that is able to satisfy a new customer need is conferred on the product and survives over real operating conditions and time, this book illustrates the operative steps required to perform the whole innovation process iteratively Nota de contenido: Design for Innovation -- Analysis of User Needs for the Redesign of a Postural Seat System -- Statistical Design for Innovation in Virtual Reality -- Robust Ergonomic Virtual Design -- Computer Simulations for the Optimization of Technological Processes -- Technological Process Innovation -- Design for Computer Experiments: Comparing and Generating Designs in Kriging Models -- New Sampling Procedures in Coordinate Metrology Based on Kriging-Based Adaptive Designs -- Product and Process Innovation by Integrating Physical and Simulation Experiments -- Continuous Innovation of the Quality Control of Remote Sensing Data for Territory Management -- An Innovative Online Diagnostic Tool for a Distributed Spatial Coordinate Measuring System -- Technological Process Innovation via Engineering and Statistical Knowledge Integration -- Innovation of Lifecycle Management -- Bayesian Reliability Inference on Innovated Automotive Components -- Stochastic Processes for Modeling the Wear of Marine Engine Cylinder Liners -- Research and Innovation Management -- A New Control Chart Achieved via Innovation Process Approach -- A Critical Review and Further Advances in Innovation Growth Models En línea: http://dx.doi.org/10.1007/978-88-470-0815-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34121 Ejemplares
Signatura Medio Ubicación Sub-localización Sección Estado ningún ejemplar Design Thinking Research / SpringerLink (Online service) ; Leifer, Larry ; Plattner, Hasso ; Meinel, Christoph (2014)
Título : Design Thinking Research : Building Innovation Eco-Systems Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Leifer, Larry ; Plattner, Hasso ; Meinel, Christoph Editorial: Cham : Springer International Publishing Fecha de publicación: 2014 Otro editor: Imprint: Springer Colección: Understanding Innovation, ISSN 2197-5752 Número de páginas: VIII, 252 p Il.: online resource ISBN/ISSN/DL: 978-3-319-01303-9 Idioma : Inglés (eng) Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: This book summarizes the results of Design Thinking Research carried out at Stanford University in Palo Alto, California, USA, and Hasso Plattner Institute in Potsdam, Germany. The authors offer readers a closer look at Design Thinking with its processes of innovations and methods. The contents of the articles range from how to design ideas, methods, and technologies via creativity experiments and wicked problem solutions, to creative collaboration in the real world and the connectivity of designers and engineers. But the topics go beyond this in their detailed exploration of design thinking and its use in IT systems engineering fields and even from a management perspective. The authors show how these methods and strategies work in companies, introduce new technologies and their functions and demonstrate how Design Thinking can influence as diverse a topic area as marriage. Furthermore, we see how special design thinking use functions in solving wicked problems in complex fields. Thinking and creating innovations are basically and inherently human – so is Design Thinking. Due to this, Design Thinking is not only a factual matter or a result of special courses nor of being gifted or trained: it’s a way of dealing with our environment and improving techniques, technologies and life Nota de contenido: All Design Activity is Ultimately Social in Nature -- Design Thinkers Must Preserve Ambiguity -- All Design is Re-design -- Make Ideas Tangible En línea: http://dx.doi.org/10.1007/978-3-319-01303-9 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35976 Design Thinking Research : Building Innovation Eco-Systems [documento electrónico] / SpringerLink (Online service) ; Leifer, Larry ; Plattner, Hasso ; Meinel, Christoph . - Cham : Springer International Publishing : Imprint: Springer, 2014 . - VIII, 252 p : online resource. - (Understanding Innovation, ISSN 2197-5752) .
ISBN : 978-3-319-01303-9
Idioma : Inglés (eng)
Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: This book summarizes the results of Design Thinking Research carried out at Stanford University in Palo Alto, California, USA, and Hasso Plattner Institute in Potsdam, Germany. The authors offer readers a closer look at Design Thinking with its processes of innovations and methods. The contents of the articles range from how to design ideas, methods, and technologies via creativity experiments and wicked problem solutions, to creative collaboration in the real world and the connectivity of designers and engineers. But the topics go beyond this in their detailed exploration of design thinking and its use in IT systems engineering fields and even from a management perspective. The authors show how these methods and strategies work in companies, introduce new technologies and their functions and demonstrate how Design Thinking can influence as diverse a topic area as marriage. Furthermore, we see how special design thinking use functions in solving wicked problems in complex fields. Thinking and creating innovations are basically and inherently human – so is Design Thinking. Due to this, Design Thinking is not only a factual matter or a result of special courses nor of being gifted or trained: it’s a way of dealing with our environment and improving techniques, technologies and life Nota de contenido: All Design Activity is Ultimately Social in Nature -- Design Thinkers Must Preserve Ambiguity -- All Design is Re-design -- Make Ideas Tangible En línea: http://dx.doi.org/10.1007/978-3-319-01303-9 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35976 Ejemplares
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Título : Design Thinking Research : Making Design Thinking Foundational Tipo de documento: documento electrónico Autores: Plattner, Hasso ; SpringerLink (Online service) ; Meinel, Christoph ; Leifer, Larry Editorial: Cham : Springer International Publishing Fecha de publicación: 2016 Otro editor: Imprint: Springer Colección: Understanding Innovation, ISSN 2197-5752 Número de páginas: VIII, 290 p. 127 illus., 68 illus. in color Il.: online resource ISBN/ISSN/DL: 978-3-319-19641-1 Idioma : Inglés (eng) Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: What is the actual impact of design thinking? Which tools and techniques could conceivably improve team interaction in design processes? What influences creativity? And how can information be secured? These are just a few of the questions that were addressed by research teams from Stanford University, USA, and the Hasso Plattner Institute for Software Systems Engineering, Potsdam, Germany, within their joint Design Thinking Research Program. Scientists from both institutions have been studying the user-centric innovation method of design thinking for many years now to gain a deep, evidence-based understanding of its underlying principles and functioning. The outcome of their studies, experiments and investigations in the sixth program year are summarized in this volume. Again research covers a diverse range of design thinking domains. The aim, however, is not only to advance design thinking theory and knowledge within the research community. Rather the program strives to ultimately improve design practice and education by gathering scientific evidence that supports design activities. The first part of this book presents tools and techniques for improved team interaction that have been investigated and developed by the research teams. Creativity and creative confidence as central factors in design thinking are the focus of the second part. The book continues with investigations on the actual impact of design thinking and conceivable metrics. The fourth and final part of the book addresses issues of documentation and information transfer in innovation processes. By taking the understanding of innovation to a new level that is relevant to all disciplines, our research provides a significant contribution toward making design thinking a foundational science Nota de contenido: Part I: Tools and Techniques for Improved Team Interaction -- Part II: Creativity and Creative Confidence -- Part III: Measuring Design Thinking -- Part IV: Documentation and Information Transfer in Design Thinking Processes En línea: http://dx.doi.org/10.1007/978-3-319-19641-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=41497 Design Thinking Research : Making Design Thinking Foundational [documento electrónico] / Plattner, Hasso ; SpringerLink (Online service) ; Meinel, Christoph ; Leifer, Larry . - Cham : Springer International Publishing : Imprint: Springer, 2016 . - VIII, 290 p. 127 illus., 68 illus. in color : online resource. - (Understanding Innovation, ISSN 2197-5752) .
ISBN : 978-3-319-19641-1
Idioma : Inglés (eng)
Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: What is the actual impact of design thinking? Which tools and techniques could conceivably improve team interaction in design processes? What influences creativity? And how can information be secured? These are just a few of the questions that were addressed by research teams from Stanford University, USA, and the Hasso Plattner Institute for Software Systems Engineering, Potsdam, Germany, within their joint Design Thinking Research Program. Scientists from both institutions have been studying the user-centric innovation method of design thinking for many years now to gain a deep, evidence-based understanding of its underlying principles and functioning. The outcome of their studies, experiments and investigations in the sixth program year are summarized in this volume. Again research covers a diverse range of design thinking domains. The aim, however, is not only to advance design thinking theory and knowledge within the research community. Rather the program strives to ultimately improve design practice and education by gathering scientific evidence that supports design activities. The first part of this book presents tools and techniques for improved team interaction that have been investigated and developed by the research teams. Creativity and creative confidence as central factors in design thinking are the focus of the second part. The book continues with investigations on the actual impact of design thinking and conceivable metrics. The fourth and final part of the book addresses issues of documentation and information transfer in innovation processes. By taking the understanding of innovation to a new level that is relevant to all disciplines, our research provides a significant contribution toward making design thinking a foundational science Nota de contenido: Part I: Tools and Techniques for Improved Team Interaction -- Part II: Creativity and Creative Confidence -- Part III: Measuring Design Thinking -- Part IV: Documentation and Information Transfer in Design Thinking Processes En línea: http://dx.doi.org/10.1007/978-3-319-19641-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=41497 Ejemplares
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Título : Design Thinking Research : Taking Breakthrough Innovation Home Tipo de documento: documento electrónico Autores: Plattner, Hasso ; SpringerLink (Online service) ; Meinel, Christoph ; Leifer, Larry Editorial: Cham : Springer International Publishing Fecha de publicación: 2016 Otro editor: Imprint: Springer Colección: Understanding Innovation, ISSN 2197-5752 Número de páginas: VIII, 317 p. 121 illus., 75 illus. in color Il.: online resource ISBN/ISSN/DL: 978-3-319-40382-3 Idioma : Inglés (eng) Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: In a very unique way, design thinking enables teams and organizations to find completely novel solutions to even complex challenges and to become sustainably innovative. The desire to understand the reason for this effect and to improve our knowledge about innovation drives the HPI Stanford Design Thinking Research Program. Since 2008 scientists from the Hasso Plattner Institute and Stanford University have engaged in multifaceted research projects to find out more about the underlying principles of this method and how and why it works. The outcomes of their studies, experiments, and investigations in the 7th program year have again been compiled and are presented in this book. Special emphasis is placed on exploring how design thinking is applied in practice. This book presents insights from studies and real-world investigations. Research also focuses on design processes with regard to the rising importance of human-technology interaction that comes with technological progress. The third part of this publication compiles findings about prototyping-a core element in design thinking. Finally, design thinking education and training is addressed, presenting promising new approaches and tools. Meaningful insights have been gained by applying rigorous academic methods. And they are not only intended for scientific discourse. Instead they provide guidance and inspiration for all practitioners interested in really comprehending innovation. As we gain a deeper understanding of design innovation processes, the probability of breakthrough innovation increases Nota de contenido: Introduction: Design Thinking for the 21st Century Organization -- Thisisdesignthinking.net: A Storytelling Project -- Part I: Design Thinking in Practice -- Part II: Exploring Human-Technology Interaction -- Part III: Prototyping -- Part IV: Developing DT Teaching and Coaching Tools & Approaches. En línea: http://dx.doi.org/10.1007/978-3-319-40382-3 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=41017 Design Thinking Research : Taking Breakthrough Innovation Home [documento electrónico] / Plattner, Hasso ; SpringerLink (Online service) ; Meinel, Christoph ; Leifer, Larry . - Cham : Springer International Publishing : Imprint: Springer, 2016 . - VIII, 317 p. 121 illus., 75 illus. in color : online resource. - (Understanding Innovation, ISSN 2197-5752) .
ISBN : 978-3-319-40382-3
Idioma : Inglés (eng)
Palabras clave: Business Industrial management Management Information technology Data processing Software engineering information systems Computer science Multimedia and IT in Innovation/Technology Engineering of Computing Systems Media Design Clasificación: 658 Empresas. Organización de empresas Resumen: In a very unique way, design thinking enables teams and organizations to find completely novel solutions to even complex challenges and to become sustainably innovative. The desire to understand the reason for this effect and to improve our knowledge about innovation drives the HPI Stanford Design Thinking Research Program. Since 2008 scientists from the Hasso Plattner Institute and Stanford University have engaged in multifaceted research projects to find out more about the underlying principles of this method and how and why it works. The outcomes of their studies, experiments, and investigations in the 7th program year have again been compiled and are presented in this book. Special emphasis is placed on exploring how design thinking is applied in practice. This book presents insights from studies and real-world investigations. Research also focuses on design processes with regard to the rising importance of human-technology interaction that comes with technological progress. The third part of this publication compiles findings about prototyping-a core element in design thinking. Finally, design thinking education and training is addressed, presenting promising new approaches and tools. Meaningful insights have been gained by applying rigorous academic methods. And they are not only intended for scientific discourse. Instead they provide guidance and inspiration for all practitioners interested in really comprehending innovation. As we gain a deeper understanding of design innovation processes, the probability of breakthrough innovation increases Nota de contenido: Introduction: Design Thinking for the 21st Century Organization -- Thisisdesignthinking.net: A Storytelling Project -- Part I: Design Thinking in Practice -- Part II: Exploring Human-Technology Interaction -- Part III: Prototyping -- Part IV: Developing DT Teaching and Coaching Tools & Approaches. En línea: http://dx.doi.org/10.1007/978-3-319-40382-3 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=41017 Ejemplares
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