Modelling Operations Research and Business Analytics, Fox, William P ; Burks, Robert E
Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 9978.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Richard J Boucherie, Aleida Braaksma, Henk Tijms Название: Operations Research: Introduction to Models and Methods ISBN: 9811239819 ISBN-13(EAN): 9789811239816 Издательство: World Scientific Publishing Рейтинг: Цена: 8712.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This attractive textbook with its easy-to-follow presentation provides a down-to-earth introduction to operations research for students in a wide range of fields such as engineering, business analytics, mathematics and statistics, computer science, and econometrics. It is the result of many years of teaching and collective feedback from students.
The book covers the basic models in both deterministic and stochastic operations research and is a springboard to more specialized texts, either practical or theoretical. The emphasis is on useful models and interpreting the solutions in the context of concrete applications.
The text is divided into several parts. The first three chapters deal exclusively with deterministic models, including linear programming with sensitivity analysis, integer programming and heuristics, and network analysis. The next three chapters primarily cover basic stochastic models and techniques, including decision trees, dynamic programming, optimal stopping, production planning, and inventory control. The final five chapters contain more advanced material, such as discrete-time and continuous-time Markov chains, Markov decision processes, queueing models, and discrete-event simulation.
Each chapter contains numerous exercises, and a large selection of exercises includes solutions.
Автор: McGibney Название: Applied Linear Regression for Business Analytics with R ISBN: 303121479X ISBN-13(EAN): 9783031214790 Издательство: Springer Рейтинг: Цена: 11179.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Applied Linear Regression for Business Analytics with R introduces regression analysis to business students using the R programming language with a focus on illustrating and solving real-time, topical problems. Specifically, this book presents modern and relevant case studies from the business world, along with clear and concise explanations of the theory, intuition, hands-on examples, and the coding required to employ regression modeling. Each chapter includes the mathematical formulation and details of regression analysis and provides in-depth practical analysis using the R programming language.
Название: Operations management and data analytics modelling ISBN: 0367754517 ISBN-13(EAN): 9780367754518 Издательство: Taylor&Francis Рейтинг: Цена: 17609.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Operations Management and Data Analytics Modelling: Economic Crises Perspective addresses real operation management problems in thrust areas like the healthcare and energy management sectors and Industry 4.0.It discusses recent advances and trends in developing data-driven operation management-based methodologies, big data analysis, application of computers in industrial engineering, optimization techniques, development of decision support systems for industrial operation, the role of a multiple-criteria decision-making (MCDM) approach in operation management, fuzzy set theory-based operation management modelling and Lean Six Sigma.FeaturesDiscusses the importance of data analytics in industrial operations to improve economyProvides step-by-step implementation of operation management models to identify best practicesCovers in-depth analysis using data-based operation management tools and techniquesDiscusses mathematical modelling for novel operation management models to solve industrial problemsThis book is aimed at graduate students and professionals in the field of industrial and production engineering, mechanical engineering and materials science.
Автор: Fox, William P ; Burks, Robert E Название: Modelling Operations Research and Business Analytics ISBN: 1032717556 ISBN-13(EAN): 9781032717555 Издательство: Taylor&Francis Рейтинг: Цена: 19906.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Edited By P.N. Belkhode, J.P. Modak, V. Vidyasagar Название: Mathematical modelling and simulation : ISBN: 0367676354 ISBN-13(EAN): 9780367676353 Издательство: Taylor&Francis Рейтинг: Цена: 25265.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book explains the concept of man-machine systems by using the mining industry. The goal is to use a mathematical model based approach to improve the quality of human life of the workers and operators with the enhancement of productivity by controlling the process variables.
Автор: Gautam M. Appa; Leonidas Pitsoulis; H. Paul Willia Название: Handbook on Modelling for Discrete Optimization ISBN: 144194107X ISBN-13(EAN): 9781441941077 Издательство: Springer Рейтинг: Цена: 25853.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book demonstrates and details the pervasive nature of Discrete Optimization. While the subject`s applications cut across an incredibly wide range of activities, many of the applications are only known to specialists. This handbook aims to correct this.
Автор: Kessels Название: Traffic Flow Modelling ISBN: 3319786946 ISBN-13(EAN): 9783319786940 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces readers to the main traffic flow modelling approaches and discusses their features and applications.
Автор: Fox, William P , Bauldry, William Название: Advanced Problem Solving Using Maple ISBN: 113860187X ISBN-13(EAN): 9781138601871 Издательство: Taylor&Francis Рейтинг: Цена: 13779.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The advanced text covers dynamical systems, single variable and multi-variable optimization, linear algebra, advanced model fitting techniques, game theory, and multi-attribute decision processes.
Автор: Evans, Gerald W. (university Of Louisville, Kentucky, Usa) Название: Multiple objective analytics for criminal justice systems ISBN: 0367517345 ISBN-13(EAN): 9780367517342 Издательство: Taylor&Francis Рейтинг: Цена: 7961.00 р. Наличие на складе: Нет в наличии.
Описание: Criminal justice systems are complex and difficult to design and operate. This is due to their many interacting parts, and dynamic and probabilistic nature, as well as their interfaces with other systems. This book reviews the use of analytics to address issues in criminal justice systems and the various data sources.
Описание: Regardless of its size and service, every service organization is a service system. Due to the socio-technical nature of service systems, a systems approach must be adopted in order to design, develop and deliver services aimed at meeting end users` utilitarian and socio-psychological needs alike.
Автор: Richard J Boucherie, Aleida Braaksma, Henk Tijms Название: Operations Research: Introduction to Models and Methods ISBN: 9811239347 ISBN-13(EAN): 9789811239342 Издательство: World Scientific Publishing Рейтинг: Цена: 34508.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This attractive textbook with its easy-to-follow presentation provides a down-to-earth introduction to operations research for students in a wide range of fields such as engineering, business analytics, mathematics and statistics, computer science, and econometrics. It is the result of many years of teaching and collective feedback from students.
The book covers the basic models in both deterministic and stochastic operations research and is a springboard to more specialized texts, either practical or theoretical. The emphasis is on useful models and interpreting the solutions in the context of concrete applications.
The text is divided into several parts. The first three chapters deal exclusively with deterministic models, including linear programming with sensitivity analysis, integer programming and heuristics, and network analysis. The next three chapters primarily cover basic stochastic models and techniques, including decision trees, dynamic programming, optimal stopping, production planning, and inventory control. The final five chapters contain more advanced material, such as discrete-time and continuous-time Markov chains, Markov decision processes, queueing models, and discrete-event simulation.
Each chapter contains numerous exercises, and a large selection of exercises includes solutions.
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