To analyze complex situations we use everyday analogies that allow us to invest in an unknown domain knowledge we have acquired in a known field. In this work the author proposes a modeling and analysis method that uses the analogy of the ecosystem to embrace the complexity of an area of knowledge. After a history of the ecosystem concept and these derivatives (nature, ecology, environment ) from antiquity to the present, the analysis method based on the modeling of socio-semantic ontologies is presented, followed by practical examples of this approach in the areas of software development, digital humanities, Big Data, and more generally in the area of complex analysis.

This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. In the third edition, much of the material has been reorganized, new examples have been added, and a new chapter has been added describing how modelers can improve the performance of their models. The authors have also modified their recommended method for importing Pyomo. A big change in this edition is the emphasis of concrete models, which provide fewer restrictions on the specification and use of Pyomo models. Pyomo is an open source software package for formulating and solving large-scale optimization problems. The software extends the modeling approach supported by modern AML (Algebraic Modeling Language) tools. Pyomo is a flexible, extensible, and portable AML that is embedded in Python, a full-featured scripting language. Python is a powerful and dynamic programming language that has a very clear, readable syntax and intuitive object orientation. Pyomo includes Python classes for defining sparse sets, parameters, and variables, which can be used to formulate algebraic expressions that define objectives and constraints. Moreover, Pyomo can be used from a command-line interface and within Python's interactive command environment, which makes it easy to create Pyomo models, apply a variety of optimizers, and examine solutions.

This book presents the state of the art in High-Performance Computing on modern supercomputer architectures. It addresses trends in hardware and software development in general. The contributions cover a broad range of topics, from performance evaluations in context with power efficiency to Computational Fluid Dynamics and High-Performance Data Analytics. In addition, they explore new topics like the use of High-Performance Computers in the field of Artificial Intelligence and Machine Learning. All contributions are based on selected papers presented in 2021 at the 31st Workshop on Sustained Simulation Performance, WSSP31, held at HLRS in Stuttgart, Germany, and WSSP32, held at Tohoku University in Sendai, Japan.

Lankhorst and his co-authors present ArchiMate (R) 3.0, enterprise modelling language that captures the complexity of architectural domains and their relations and allows the construction of integrated enterprise architecture models. They provide architects with concrete instruments that improve their architectural practice. As this is not enough, they additionally present techniques and heuristics for communicating with all relevant stakeholders about these architectures. Since an architecture model is useful not only for providing insight into the current or future situation but can also be used to evaluate the transition from 'as-is' to 'to-be', the authors also describe analysis methods for assessing both the qualitative impact of changes to an architecture and the quantitative aspects of architectures, such as performance and cost issues. The modelling language presented has been proven in practice in many real-life case studies and has been adopted by The Open Group as an international standard. So this book is an ideal companion for enterprise IT or business architects in industry as well as for computer or management science students studying the field of enterprise architecture. This fourth edition of the book has been completely reworked to be compatible with ArchiMate (R) 3.0, and it includes a new chapter relating this new version to other standards. New sections on capability analysis, risk analysis, and business architecture in general have also been introduced.

This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences. It drives the reader from his very first steps with Python, like setting up the environment and starting writing the first lines of codes, to proficient use in visualizing, analyzing, and modelling data in the field of Earth Science. Each chapter contains explicative examples of code, and each script is commented in detail. The book is minded for very beginners in Python programming, and it can be used in teaching courses at master or PhD levels. Also, Early careers and experienced researchers who would like to start learning Python programming for the solution of geological problems will benefit the reading of the book.

A practical, hands-on guide to real-world construction estimating How to Estimate with RSMeans Datais the only instructional book on construction cost estimating that uses the most popular source of construction cost data, RS Means. This updated fifth edition includes new coverage on the role of Building Information Modeling (BIM) in the estimating process, and over 300 sample problems and exercises that show you how to apply cost data to your building project based on the RS Means 2015 Building Construction Cost Data. The companion website provides access to RS Means CostWorks data, allowing you to use real-world numbers in your practice estimates, and the included Instructor's Manual provides step-by-step solutions to problems in the book. Focused on the practical aspects of estimating, this book emphasizes the application of estimating techniques which are transferable to any estimating software through problem solving and the ground-up creation of complete construction project estimates. Estimating skills are fundamental to the construction industry, and are applied by all parties at all levels throughout the industry. This book is a hands-on guide to the techniques and tools used to create a thorough estimate, with plenty of opportunities for practice. * Apply cost data to all aspects of the building project * Practice your skills on over 300 sample problems * Construct a complete estimate using RSMeans Besides being an essential construction skill, learning estimating helps you become familiar with reading and understanding construction blueprints and how construction assemblies are built. Mastery of these vital skills is important to your future career, and How to Estimate with RSMeans Data is your ideal guide to a solid foundation.

This volume presents a timely collection of research papers on the progress, opportunities, and challenges related to the advancement of geospatial technologies for applications in urban health research and management. The chapter authors cover technologies ranging from traditional GIS and remote sensing technologies, to recently developed tracking/locational technologies and volunteered geographic information (VGI). In four main sections, the book uniquely contributes to the conversation of how geospatial technologies and other GIScience research may be enhanced by addressing the data and challenges presented by urban health issues. The book is intended for those with backgrounds in health and medical geography, social epidemiology, urban planning, health management, and lifestyle research. The book starts with an introduction by the editors, providing an overview of traditional and emerging geospatial technologies and how they each can significantly contribute to urban health studies. Section 1 covers urban health risk and disease, and analyses the spatial and temporal patterns of selected urban health issues. Section 2 addresses urban health service access, and demonstrates how traditional and new geospatial technologies apply to different segments of urban populations facing varied challenges. Section 3 focuses on incorporating geospatial technologies in promoting healthy behaviours and lifestyles in urban settings. Section 4 assesses how geospatial technologies may be incorporated into urban health policies and management practices. Adopting a forward-looking perspective, these papers examine the various health challenges in urban systems, and explore how new and emerging geospatial technologies will need to develop to address these problems.

"Fabricated "tells the story of 3D printers, humble manufacturing machines that are bursting out of the factory and into schools, kitchens, hospitals, even onto the fashion catwalk. "Fabricated "describes our emerging world of printable products, where people design and 3D print their own creations as easily as they edit an online document.

A 3D printer transforms digital information into a physical object by carrying out instructions from an electronic design file, or 'blueprint.' Guided by a design file, a 3D printer lays down layer after layer of a raw material to 'print' out an object. That's not the whole story, however. The magic happens when you plug a 3D printer into today's mind-boggling digital technologies. Add to that the Internet, tiny, low cost electronic circuitry, radical advances in materials science and biotech and voila The result is an explosion of technological and social innovation.

"Fabricated "takes the reader onto a rich and fulfilling journey that explores how 3D printing is poised to impact nearly every part of our lives.

Aimed at people who enjoy books on business strategy, popular science and novel technology, "Fabricated "will provide readers with practical and imaginative insights to the question 'how will this technology change my life?' Based on hundreds of hours of research and dozens of interviews with experts from a broad range of industries, "Fabricated" offers readers an informative, engaging and fast-paced introduction to 3D printing now and in the future.

In an accessible style that will appeal to the professional, student and laymen, the authors explain the methods for creating and simulating clothes for virtual humans. Using numerous detailed illustrations, colourful images, and step-by-step analysis they map out the terrain of this exciting and cutting-edge discipline.
Starting with the beginnings in the mid 1980s and the basic foundations from the field of mechanics, the reader is gradually introduced to the subject. The text draws on a number of related fields such as computer graphics, algorithmics, computational geometry, simulation, modeling, animation, visualization, and virtual reality. The MIRACloth system, developed by the authors, is used as a case study for the results and techniques discussed. The book comes with a CD-ROM featuring dynamic demonstrations of 3D clothes and fashion shows. This is an indispensable text for anybody who wants an intelligent and readable book on virtual clothing.

Even if you've never touched a 3D printer, these projects will excite and empower you to learn new skills, extend your current abilities, and awaken your creative impulses. Each project uses a unique combination of electronics, hand assembly techniques, custom 3D-printed parts, and software, while teaching you how to think through and execute your own ideas. Written by the founder of Printrbot, his staff, and veteran DIY authors, this book of projects exemplifies the broad range of highly personalized, limit-pushing project possibilities of 3D printing when combined with affordable electronic components and materials. In Make: 3D Printing Projects, you'll: Print and assemble a modular lamp that's suitable for beginners--and quickly gets you incorporating electronics into 3D-printed structures. Learn about RC vehicles by fabricating--and driving--your own sleek, shiny, and fast Inverted Trike. Model a 1950s-style Raygun Pen through a step-by-step primer on how to augment an existing object through rapid prototyping. Fabricate a fully functional, battery-powered screwdriver, while learning how to tear down and reconstruct your own tools. Get hands-on with animatronics by building your own set of life-like mechanical eyes. Make a Raspberry Pi robot that rides a monorail of string, can turn corners, runs its own web server, streams video, and is remote-controlled from your phone. Build and customize a bubble-blowing robot, flower watering contraption, and a DIY camera gimbal.

The latest edition of this bestselling game development reference offers proven tips and techniques for the real-time rendering of special effects and visualization data that are useful for beginners and seasoned game and graphics programmers alike. Exploring recent developments in the rapidly evolving field of real-time rendering, GPU Pro6: Advanced Rendering Techniques assembles a high-quality collection of cutting-edge techniques for advanced graphics processing unit (GPU) programming. It incorporates contributions from more than 45 experts who cover the latest developments in graphics programming for games and movies. The book covers advanced rendering techniques that run on the DirectX or OpenGL runtimes, as well as on any other runtime with any language available. It details the specific challenges involved in creating games across the most common consumer software platforms such as PCs, video consoles, and mobile devices. The book includes coverage of geometry manipulation; rendering techniques, handheld devices programming, effects in image space, shadows, 3D engine design, graphics-related tools, and environmental effects. It also includes a dedicated section on general purpose GPU programming that covers CUDA, DirectCompute, and OpenCL examples. In color throughout, GPU Pro6 presents ready-to-use ideas and procedures that can help solve many of your daily graphics programming challenges. Example programs with downloadable source code are also provided on the book's CRC Press web page.

This book is the first to explain FinFET modeling for IC simulation and the industry standard for FinFET modeling BSIM-CMG. It gives a foundation on the physics and operation of FinFET, explaining the need to go from planar to 3D architecture. It then covers detailed aspects of the BSIMCMG model such as surface potential, charge and current calculations. A dedicated chapter on parameter extraction procedures provides a step-by-step approach for the efficient extraction of model parameters. This book is an indispensible reference and handbook for device and modeling engineers, circuit designers and students. With this book you will learn: Why you should use FinFET The physics and operation of FinFET Details of the FinFET standard model (BSIM-CMG) Parameter extraction in BSIM-CMG FinFET circuit design and simulation
Chenming Hu is the lead inventor and developer of FinFET
The first book on the industry-standard FinFET model - BSIM-CMG
The authors are developers of the BSIM-CM standard model, providing an Experts insight into the specifications of the standard"

During the last 30 years, the use of digital technologies in architecture has exponentially increased. New computational tools and methods are significantly changing the way we design and perform our buildings. In addition to that, the advancement in the field of digital fabrication and robotics is giving life to new automated systems, able to promote new integrative and co-evolutionary approaches which are moving the construction industry towards more efficient and sustainable processes. Although the integration of computation and robotics in architectural design and construction is becoming a central aspect in contemporary architectural practice, the definition of "digital architecture" coming from such technological advancement is still very problematic. For someone, digital architecture is a sum of technological tools; for others, a system of advanced methods. In both cases, the understanding of digital architecture is still far from its completion, and such a delay of understanding represents a significant part of the confusing and slippery territory in which digital architecture is currently developed. This book analyses the current digital evolution of architecture through a series of considerations related to several aspects of the ongoing digital era, ranging from the problem of authorship and human creativity in computational design to notions related to architectural pedagogy, professional practice and robotic construction.

Over the past decade, great strides have been taken in developing methodologies that can treat more and more complex nano- and nano-bio systems embedded in complex environments. Multiscale Dynamics Simulations covers methods including DFT/MM-MD, DFTB and semi-empirical QM/MM-MD, DFT/MMPOL as well as Machine-learning approaches to all of the above. Focusing on key methodological breakthroughs in the field, this book provides newcomers with a comprehensive menu of multiscale modelling options so that they can better chart their course in the nano/bio world.

"Social Simulation for a Digital Society" provides a cross-section of state-of-the-art research in social simulation and computational social science. With the availability of big data and faster computing power, the social sciences are undergoing a tremendous transformation. Research in computational social sciences has received considerable attention in the last few years, with advances in a wide range of methodologies and applications. Areas of application of computational methods range from the study of opinion and information dynamics in social networks, the formal modeling of resource use, the study of social conflict and cooperation to the development of cognitive models for social simulation and many more. This volume is based on the Social Simulation Conference of 2017 in Dublin and includes applications from across the social sciences, providing the reader with a demonstration of the highly versatile research in social simulation, with a particular focus on public policy relevance in a digital society. Chapters in the book include contributions to the methodology of simulation-based research, theoretical and philosophical considerations, as well as applied work. This book will appeal to students and researchers in the field.

The theoretical basis of membrane computing was established in the early 2000s with fundamental research into the computational power, complexity aspects and relationships with other (un)conventional computing paradigms. Although this core theoretical research has continued to grow rapidly and vigorously, another area of investigation has since been added, focusing on the applications of this model in many areas, most prominently in systems and synthetic biology, engineering optimization, power system fault diagnosis and mobile robot controller design. The further development of these applications and their broad adoption by other researchers, as well as the expansion of the membrane computing modelling paradigm to other applications, call for a set of robust, efficient, reliable and easy-to-use tools supporting the most significant membrane computing models. This work provides comprehensive descriptions of such tools, making it a valuable resource for anyone interested in membrane computing models.

Discover the new URP render pipeline, the Shader Graph tool, and a range of advanced shading techniques to bring out the beauty of your 2D/3D game projects Key Features * Discover the new shader tools (URP and Shader Graph) provided in Unity 2022 and work either in HLSL code, or with visual node-based editing * Learn advanced tricks to optimize your rendering pipeline * Experience how to apply these concepts to create a variety of 2D and 3D game shaders Book Description Do you really know all the ins-and-outs of Unity shaders? Time to step up your game and dive into the new URP render pipeline, the Shader Graph tool, and advanced shading techniques to bring out the beauty in your 2D/3D game projects! "Become a Unity Shaders Guru" is here to help you transition from the built-in render pipeline to the SRP pipelines and learn the latest shading tools. It dives deeper into Unity shaders by explaining the essential concepts through practical examples. You will first get a refresher on how to create a simple shading model in the Unity built-in render pipeline, and then move on to the Unity URP render pipeline and Shader Graph, discovering a wide range of applications in the process. You will explore common game shader techniques, ranging from interior mapping to burning down a candle or simulating the wobble of a fish. You will even read about alternative rendering techniques, like Ray Marching. By the end of this book, you'll have learned to create a wide variety of 2D and 3D shaders with Unity's URP pipeline (both in HLSL code and with the Shader Graph tool), and you'll know some optimization tricks to make your games more friendly to low-tier devices. What you will learn * Understand the main differences between the legacy render pipeline and the SRP ones * Create shaders in Unity 2022, with HLSL code and the Shader Graph 10 tool * Implement common game shaders with the URP Render Pipeline and get a feel for their various applications (VFX, animation, procedural generation and many more) * Experiment with offloading work from the CPU to the GPU * Recognize the available optimization tools, and when to use them * Discover useful URP shaders to learn from, and re-adapt to your liking in your own projects Who This Book Is For This book is intended for Technical Artists who have worked with Unity and want to get a deeper understanding of Unity render pipelines and its visual node-based editing tool. Seasoned game developers who are looking for reference shaders using the recent URP render pipeline may also find this book useful. A basic level programming experience in HLSL can help you with the code-oriented chapters, and you should already be familiar with Unity, its layout and its common usage.

In der Produkt-, System- und Softwareentwicklung spielt die professionelle Umsetzung des Konfigurationsmanagements eine entscheidende Rolle fur den Erfolg des entstehenden Produkts. Dieses Buch vermittelt in kompakter Form das notwendige Grundwissen fur das Konfigurationsmanagement. Anhand von Praxisberichten und Beispielvorlagen konnen Leser die Inhalte nachvollziehen."

Mathematische Modellbildung und numerische Simulation sind neben dem Experiment und der Theoriebildung zur dritten Saule der naturwissenschaftlichen Forschung geworden. Daraus ergibt sich die Erfordernis, auch die Grundlagen zur Konstruktion mathematischer Modelle und charakteristische Beispiele fur die Ausbildung von Studenten aufzubereiten. Dieses Lehrbuch bietet in kompakter Form die Grundaspekte, die erforderlich sind, um in Naturwissenschaften, Ingenieurwissenschaften und Lebenswissenschaften konsistente mathematische Modelle zu erarbeiten. Der Stoff behandelt einfuhrend Fragen zur Dimensionsanalyse, zur asymptotischen Entwicklung und zu Grenzschichten. Diese Thematik wird systematisch bei der Darstellung der Grundprinzipien der Mechanik insbesondere der mathematischen Modellierung von stroemenden Medien aufgegriffen.

This book gathers outstanding papers presented at the European Conference on Numerical Mathematics and Advanced Applications (ENUMATH 2019). The conference was organized by Delft University of Technology and was held in Egmond aan Zee, the Netherlands, from September 30 to October 4, 2019. Leading experts in the field presented the latest results and ideas regarding the design, implementation and analysis of numerical algorithms, as well as their applications to relevant societal problems. ENUMATH is a series of conferences held every two years to provide a forum for discussing basic aspects and new trends in numerical mathematics and scientific and industrial applications, all examined at the highest level of international expertise. The first ENUMATH was held in Paris in 1995, with successive installments at various sites across Europe, including Heidelberg (1997), Jyvaskyla (1999), lschia Porto (2001), Prague (2003), Santiago de Compostela (2005), Graz (2007), Uppsala (2009), Leicester (2011), Lausanne (2013), Ankara (2015) and Bergen (2017).

This book provides a practical guide to molecular dynamics and Monte Carlo simulation techniques used in the modelling of simple and complex liquids. Computer simulation is an essential tool in studying the chemistry and physics of condensed matter, complementing and reinforcing both experiment and theory. Simulations provide detailed information about structure and dynamics, essential to understand the many fluid systems that play a key role in our daily lives: polymers, gels, colloidal suspensions, liquid crystals, biological membranes, and glasses. The second edition of this pioneering book aims to explain how simulation programs work, how to use them, and how to interpret the results, with examples of the latest research in this rapidly evolving field. Accompanying programs in Fortran and Python provide practical, hands-on, illustrations of the ideas in the text.

This book is focused on the impact of the COVID-19 pandemic on different sectors, i.e., education, real estate, health, and agriculture. The lockdown has been announced to control the spread of COVID-19 infections, however people/industries/organizations were not ready for lockdown and it has greatly affected their growth. The front workers in the healthcare sector suffered a lot as major responsibilities they needed to carry on. The education sector is also hampered due to the pandemic as schools, colleges were closed and teaching, examinations were carried out on online platforms. These platforms were new to teachers as well as students. The real estate sector faced tremendous loss in this pandemic as people were scared and no one ready to invest their money in such an uncertain time. The agriculture filed is also suffered as raw materials required for agriculture were not available readily due to pandemic. This book presents a survey that is conducted to understand the impact of COVID-19 on the quality of work-life in various sectors. The survey is focused majorly on four sectors, i.e. education, healthcare, real estate and agriculture. Data analysis is done based on responses of survey and mathematical modeling is provided for each case study.