Operations Research And Big Data PDF Download
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Author | : Ana Paula Ferreira Dias Barbosa Póvoa |
Publisher | : Springer |
Total Pages | : 255 |
Release | : 2015-09-11 |
Genre | : Technology & Engineering |
ISBN | : 3319241540 |
Download Operations Research and Big Data Book in PDF, ePub and Kindle
The development of Operations Research (OR) requires constant improvements, such as the integration of research results with business applications and innovative educational practice. The full deployment and commercial exploitation of goods and services generally need the construction of strong synergies between educational institutions and businesses. The IO2015 -XVII Congress of APDIO aims at strengthening the knowledge triangle in education, research and innovation, in order to maximize the contribution of OR for sustainable growth, the promoting of a knowledge-based economy, and the smart use of finite resources. The IO2015-XVII Congress of APDIO is a privileged meeting point for the promotion and dissemination of OR and related disciplines, through the exchange of ideas among teachers, researchers, students , and professionals with different background, but all sharing a common desire that is the development of OR.
Author | : Debabrata Samanta |
Publisher | : CRC Press |
Total Pages | : 296 |
Release | : 2022-04-05 |
Genre | : Technology & Engineering |
ISBN | : 1000550427 |
Download Data Analytics, Computational Statistics, and Operations Research for Engineers Book in PDF, ePub and Kindle
With the rapidly advancing fields of Data Analytics and Computational Statistics, it’s important to keep up with current trends, methodologies, and applications. This book investigates the role of data mining in computational statistics for machine learning. It offers applications that can be used in various domains and examines the role of transformation functions in optimizing problem statements. Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications presents applications of computationally intensive methods, inference techniques, and survival analysis models. It discusses how data mining extracts information and how machine learning improves the computational model based on the new information. Those interested in this reference work will include students, professionals, and researchers working in the areas of data mining, computational statistics, operations research, and machine learning.
Author | : Joe Zhu |
Publisher | : Springer Nature |
Total Pages | : 370 |
Release | : 2021-12-16 |
Genre | : Business & Economics |
ISBN | : 3030751627 |
Download Data-Enabled Analytics Book in PDF, ePub and Kindle
This book explores the novel uses and potentials of Data Envelopment Analysis (DEA) under big data. These areas are of widespread interest to researchers and practitioners alike. Considering the vast literature on DEA, one could say that DEA has been and continues to be, a widely used technique both in performance and productivity measurement, having covered a plethora of challenges and debates within the modelling framework.
Author | : Ramakrishnan Ramanathan |
Publisher | : CRC Press |
Total Pages | : 370 |
Release | : 2017-07-12 |
Genre | : Computers |
ISBN | : 1498753752 |
Download Big Data Analytics Using Multiple Criteria Decision-Making Models Book in PDF, ePub and Kindle
Multiple Criteria Decision Making (MCDM) is a subfield of Operations Research, dealing with decision making problems. A decision-making problem is characterized by the need to choose one or a few among a number of alternatives. The field of MCDM assumes special importance in this era of Big Data and Business Analytics. In this volume, the focus will be on modelling-based tools for Business Analytics (BA), with exclusive focus on the sub-field of MCDM within the domain of operations research. The book will include an Introduction to Big Data and Business Analytics, and challenges and opportunities for developing MCDM models in the era of Big Data.
Author | : Greg H. Parlier |
Publisher | : Springer |
Total Pages | : 245 |
Release | : 2019-03-14 |
Genre | : Computers |
ISBN | : 3030160351 |
Download Operations Research and Enterprise Systems Book in PDF, ePub and Kindle
This book constitutes revised selected papers from the 7th International Conference on Operations Research and Enterprise Systems, ICORES 2018, held in Funchal, Madeira, Portugal, in January 2018. The 12 papers presented in this volume were carefully reviewed and selected from a total of 59 submissions. They are organized in topical sections named: methodologies and technologies; and applications.
Author | : Iman Rahimi |
Publisher | : CRC Press |
Total Pages | : 211 |
Release | : 2020-12-20 |
Genre | : Computers |
ISBN | : 1000326918 |
Download Big Data Analytics in Supply Chain Management Book in PDF, ePub and Kindle
In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.
Author | : Deepak S. Turaga |
Publisher | : |
Total Pages | : |
Release | : 2018 |
Genre | : |
ISBN | : |
Download Special Issue on Applications of Analytics and Operations Research in Big Data Analysis Book in PDF, ePub and Kindle
Author | : Kumar, Manish |
Publisher | : IGI Global |
Total Pages | : 270 |
Release | : 2016-09-30 |
Genre | : Business & Economics |
ISBN | : 1522508872 |
Download Applied Big Data Analytics in Operations Management Book in PDF, ePub and Kindle
Operations management is a tool by which companies can effectively meet customers’ needs using the least amount of resources necessary. With the emergence of sensors and smart metering, big data is becoming an intrinsic part of modern operations management. Applied Big Data Analytics in Operations Management enumerates the challenges and creative solutions and tools to apply when using big data in operations management. Outlining revolutionary concepts and applications that help businesses predict customer behavior along with applications of artificial neural networks, predictive analytics, and opinion mining on business management, this comprehensive publication is ideal for IT professionals, software engineers, business professionals, managers, and students of management.
Author | : Ali Emrouznejad |
Publisher | : Springer |
Total Pages | : 492 |
Release | : 2016-05-26 |
Genre | : Technology & Engineering |
ISBN | : 3319302655 |
Download Big Data Optimization: Recent Developments and Challenges Book in PDF, ePub and Kindle
The main objective of this book is to provide the necessary background to work with big data by introducing some novel optimization algorithms and codes capable of working in the big data setting as well as introducing some applications in big data optimization for both academics and practitioners interested, and to benefit society, industry, academia, and government. Presenting applications in a variety of industries, this book will be useful for the researchers aiming to analyses large scale data. Several optimization algorithms for big data including convergent parallel algorithms, limited memory bundle algorithm, diagonal bundle method, convergent parallel algorithms, network analytics, and many more have been explored in this book.
Author | : Fausto Pedro García Márquez |
Publisher | : Springer |
Total Pages | : 274 |
Release | : 2016-11-15 |
Genre | : Computers |
ISBN | : 3319454986 |
Download Big Data Management Book in PDF, ePub and Kindle
This book focuses on the analytic principles of business practice and big data. Specifically, it provides an interface between the main disciplines of engineering/technology and the organizational and administrative aspects of management, serving as a complement to books in other disciplines such as economics, finance, marketing and risk analysis. The contributors present their areas of expertise, together with essential case studies that illustrate the successful application of engineering management theories in real-life examples.