Selective Maintenance Modelling and Optimization, Liu

Автор: Brunton, Steven L. (university Of Washington) Kutz
Название: Data-driven science and engineering
ISBN: 1009098489 ISBN-13(EAN): 9781009098489
Издательство: Cambridge Academ
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Цена: 52790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB (R), new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.

Автор: Bingen Yang, Inna Abramova
Название: Dynamic Systems: Modeling, Simulation, and Analysis
ISBN: 1107179793 ISBN-13(EAN): 9781107179790
Издательство: Cambridge Academ
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Цена: 104550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presenting a comprehensive and efficient approach to the modelling, simulation, and analysis of dynamic systems, this undergraduate textbook addresses mechanical, electrical, thermal and fluid systems, feedback control systems, and their combinations. Ideal for a single-semester course in mechanical, aerospace and civil engineering.

Автор: Amit Bhaya, Eugenius Kaszkurewicz
Название: Business Dynamics Models: Optimization-Based One Step Ahead Optimal Control
ISBN: 1611977304 ISBN-13(EAN): 9781611977301
Издательство: Mare Nostrum (Eurospan)
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Цена: 74410.00 T
Наличие на складе: Нет в наличии.
Описание: This book introduces optimal control methods, formulated as optimization problems, applied to business dynamics problems. Business dynamics refers to a combination of business management and financial objectives embedded in a dynamical system model. The model is subject to a control that optimizes a performance index and takes both management and financial aspects into account.Business Dynamics Models: Optimization-Based One Step Ahead Optimal Control includes solutions that provide a rationale for the use of optimal control and guidelines for further investigation into more complex models, as well as formulations that can also be used in a so-called flight simulator mode to investigate different complex scenarios. The text offers a modern programming environment (Jupyter notebooks in JuMP/Julia) for modeling, simulation, and optimization, and Julia code and notebooks are provided on a website for readers to experiment with their own examples.This book is intended for students majoring in applied mathematics, business, and engineering. The authors use a formulation-algorithm-example approach, rather than the classical definition-theorem-proof, making the material understandable to senior undergraduates and beginning graduates.

Автор: Macdonald, Angus S. (heriot-watt University, Edinburgh) Richards, Stephen J. Currie, Iain D. (heriot-watt University, Edinburgh)
Название: Modelling mortality with actuarial applications
ISBN: 110704541X ISBN-13(EAN): 9781107045415
Издательство: Cambridge Academ
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Цена: 70750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Actuaries modelling mortality have, until now, mostly used methods based on aggregate data. This book explains to practitioners how to build and test models based on the individual person, with plenty of example R code. Students will also find it helpful in preparation for their professional examinations.

Автор: Pierre Carpentier; Jean-Philippe Chancelier; Guy C
Название: Stochastic Multi-Stage Optimization
ISBN: 3319365150 ISBN-13(EAN): 9783319365152
Издательство: Springer
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Цена: 88500.00 T
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Описание: The focus of the present volume is stochastic optimization of dynamical systems in discrete time where - by concentrating on the role of information regarding optimization problems - it discusses the related discretization issues.

Автор: Vassilios S. Vassiliadis et al
Название: Optimization for Chemical and Biochemical Engineering: Theory, Algorithms, Modeling and Applications
ISBN: 1107106834 ISBN-13(EAN): 9781107106833
Издательство: Cambridge Academ
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Цена: 81310.00 T
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Описание: A modern and unique treatment of process optimization which presents a thorough exposition of applications and algorithms in sufficient detail for practical use. A perfect tool for advanced undergraduate and graduate courses in chemical and biochemical engineering.

Автор: R. Lowen; A. Verschoren
Название: Foundations of Generic Optimization
ISBN: 1402066678 ISBN-13(EAN): 9781402066672
Издательство: Springer
Цена: 81050.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Автор: Carpentier Pierre
Название: Stochastic Multi-Stage Optimization
ISBN: 3319181378 ISBN-13(EAN): 9783319181370
Издательство: Springer
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Цена: 88500.00 T
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Описание: The focus of the present volume is stochastic optimization of dynamical systems in discrete time where - by concentrating on the role of information regarding optimization problems - it discusses the related discretization issues.

Автор: Nicolas Gillis
Название: Nonnegative Matrix Factorization
ISBN: 1611976405 ISBN-13(EAN): 9781611976403
Издательство: Mare Nostrum (Eurospan)
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Цена: 75240.00 T
Наличие на складе: Невозможна поставка.
Описание: Nonnegative matrix factorization (NMF) in its modern form has become a standard tool in the analysis of high-dimensional data sets. This book provides a comprehensive and up-to-date account of the most important aspects of the NMF problem and is the first to detail its theoretical aspects, including geometric interpretation, nonnegative rank, complexity, and uniqueness. It explains why understanding these theoretical insights is key to using this computational tool effectively and meaningfully.Nonnegative Matrix Factorization is accessible to a wide audience and is ideal for anyone interested in the workings of NMF. It discusses some new results on the nonnegative rank and the identifiability of NMF and makes available MATLAB codes for readers to run the numerical examples presented in the book. Graduate students starting to work on NMF and researchers interested in better understanding the NMF problem and how they can use it will find this book useful. It can be used in advanced undergraduate and graduate-level courses on numerical linear algebra and on advanced topics in numerical linear algebra and requires only a basic knowledge of linear algebra and optimization.

Автор: Jose? Anto?nio Tenreiro Machado
Название: Mathematical Modelling and Optimization of Engineering Problems
ISBN: 3030370615 ISBN-13(EAN): 9783030370619
Издательство: Springer
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Цена: 139750.00 T
Наличие на складе: Нет в наличии.
Описание: This book presents recent developments in modelling and optimization of engineering systems and the use of advanced mathematical methods for solving complex real-world problems.

Автор: Kimura, Mitsutaka
Название: Reliability and Maintenance Modeling with Optimization
ISBN: 036755805X ISBN-13(EAN): 9780367558055
Издательство: Taylor&Francis
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Цена: 163330.00 T
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Автор: Torben Kuschel
Название: Capacitated Planned Maintenance
ISBN: 3319402889 ISBN-13(EAN): 9783319402888
Издательство: Springer
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Цена: 74530.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book examines the problem of maintenance planning and scheduling in industrial production systems. It presents two practically relevant, deterministic mathematical models: the capacitated planned maintenance problem (CPMP) and the weighted uncapacitated planned maintenance problem (WUPMP). It introduces specific optimization algorithms such as construction heuristics, Lagrangean and tabu search metaheuristics. A problem independent hybrid approach links and alternates between two Lagrangean relaxations. It also analyzes the solvability with respect to the computational complexity of several problem classes, polyhedral properties and lower bounds. Computational studies demonstrate the performance of the heuristics, lower bounds, subgradients obtained from heuristics and the quality of dual information. This unique book includes implementation details and an introduction to the necessary theory making it suitable for upper undergraduate students.