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Modeling, Simulation and Optimization of Complex Processes HPSC 2018

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Release : 2020-12-01
Genre : Mathematics
Kind : eBook
Book Rating : 403/5 ( reviews)

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Book Synopsis Modeling, Simulation and Optimization of Complex Processes HPSC 2018 by : Hans Georg Bock

Download or read book Modeling, Simulation and Optimization of Complex Processes HPSC 2018 written by Hans Georg Bock. This book was released on 2020-12-01. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume highlights a selection of papers presented at the 7th International Conference on High Performance Scientific Computing, which took place in Hanoi, Vietnam, during March 19-23, 2018. The conference has been organized by the Institute of Mathematics of the Vietnam Academy of Science and Technology, the Interdisciplinary Center for Scientific Computing (IWR) of Heidelberg University and the Vietnam Institute for Advanced Study in Mathematics. The contributions cover a broad, interdisciplinary spectrum of scientific computing and showcase recent advances in theory, methods, and practical applications. Subjects covered include numerical simulation, methods for optimization and control, machine learning, parallel computing and software development, as well as the applications of scientific computing in mechanical engineering, airspace engineering, environmental physics, decision making, hydrogeology, material science and electric circuits.

Business Optimization Using Mathematical Programming

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Release : 2021-08-31
Genre : Business & Economics
Kind : eBook
Book Rating : 371/5 ( reviews)

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Book Synopsis Business Optimization Using Mathematical Programming by : Josef Kallrath

Download or read book Business Optimization Using Mathematical Programming written by Josef Kallrath. This book was released on 2021-08-31. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a structured approach to formulate, model, and solve mathematical optimization problems for a wide range of real world situations. Among the problems covered are production, distribution and supply chain planning, scheduling, vehicle routing, as well as cutting stock, packing, and nesting. The optimization techniques used to solve the problems are primarily linear, mixed-integer linear, nonlinear, and mixed integer nonlinear programming. The book also covers important considerations for solving real-world optimization problems, such as dealing with valid inequalities and symmetry during the modeling phase, but also data interfacing and visualization of results in a more and more digitized world. The broad range of ideas and approaches presented helps the reader to learn how to model a variety of problems from process industry, paper and metals industry, the energy sector, and logistics using mathematical optimization techniques.

Process Modelling and Simulation

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Release : 2019-09-23
Genre : Technology & Engineering
Kind : eBook
Book Rating : 551/5 ( reviews)

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Book Synopsis Process Modelling and Simulation by : César de Prada

Download or read book Process Modelling and Simulation written by César de Prada. This book was released on 2019-09-23. Available in PDF, EPUB and Kindle. Book excerpt: Since process models are nowadays ubiquitous in many applications, the challenges and alternatives related to their development, validation, and efficient use have become more apparent. In addition, the massive amounts of both offline and online data available today open the door for new applications and solutions. However, transforming data into useful models and information in the context of the process industry or of bio-systems requires specific approaches and considerations such as new modelling methodologies incorporating the complex, stochastic, hybrid and distributed nature of many processes in particular. The same can be said about the tools and software environments used to describe, code, and solve such models for their further exploitation. Going well beyond mere simulation tools, these advanced tools offer a software suite built around the models, facilitating tasks such as experiment design, parameter estimation, model initialization, validation, analysis, size reduction, discretization, optimization, distributed computation, co-simulation, etc. This Special Issue collects novel developments in these topics in order to address the challenges brought by the use of models in their different facets, and to reflect state of the art developments in methods, tools and industrial applications.

Rosenbrock—Wanner–Type Methods

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Release : 2021-07-24
Genre : Mathematics
Kind : eBook
Book Rating : 104/5 ( reviews)

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Book Synopsis Rosenbrock—Wanner–Type Methods by : Tim Jax

Download or read book Rosenbrock—Wanner–Type Methods written by Tim Jax. This book was released on 2021-07-24. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the development of the Rosenbrock—Wanner methods from the origins of the idea to current research with the stable and efficient numerical solution and differential-algebraic systems of equations, still in focus. The reader gets a comprehensive insight into the classical methods as well as into the development and properties of novel W-methods, two-step and exponential Rosenbrock methods. In addition, descriptive applications from the fields of water and hydrogen network simulation and visual computing are presented.

Modeling, Simulation, and Optimization of Supercritical and Subcritical Fluid Extraction Processes

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Release : 2021-11-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 170/5 ( reviews)

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Book Synopsis Modeling, Simulation, and Optimization of Supercritical and Subcritical Fluid Extraction Processes by : Zainuddin A. Manan

Download or read book Modeling, Simulation, and Optimization of Supercritical and Subcritical Fluid Extraction Processes written by Zainuddin A. Manan. This book was released on 2021-11-02. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a complete guide on tools and techniques for modeling of supercritical and subcritical fluid extraction (SSFE) processes and phenomena. It provides details for SSFE from managing the experiments to modeling and optimization. It includes the fundamentals of SSFE as well as the necessary experimental techniques to validate the models. The optimization section includes the use of process simulators, conventional optimization techniques and state-of-the-art genetic algorithm methods. Numerous practical examples and case studies on the application of the modeling and optimization techniques on the SSFE processes are also provided. Detailed thermodynamic modeling with and without co-solvent and non equilibrium system modeling is another feature of the book.

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