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Author: Sio-Iong Ao
Publisher: CRC Press
ISBN: 1315761815
Category : Computers
Languages : en
Pages : 452
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Book Description
Two large international conferences on Advances in Engineering Sciences were held in Hong Kong, March 13-15, 2013, under the International MultiConference of Engineers and Computer Scientists (IMECS 2013), and in London, U.K., 3-5 July, 2013, under the World Congress on Engineering 2013 (WCE 2013) respectively. IMECS 2013 and WCE 2013 were organize
Author: Sio-Iong Ao
Publisher: CRC Press
ISBN: 1315761815
Category : Computers
Languages : en
Pages : 452
Get Book Here
Book Description
Two large international conferences on Advances in Engineering Sciences were held in Hong Kong, March 13-15, 2013, under the International MultiConference of Engineers and Computer Scientists (IMECS 2013), and in London, U.K., 3-5 July, 2013, under the World Congress on Engineering 2013 (WCE 2013) respectively. IMECS 2013 and WCE 2013 were organize
Author: Lucian Busoniu
Publisher: CRC Press
ISBN: 1439821097
Category : Computers
Languages : en
Pages : 280
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Book Description
From household appliances to applications in robotics, engineered systems involving complex dynamics can only be as effective as the algorithms that control them. While Dynamic Programming (DP) has provided researchers with a way to optimally solve decision and control problems involving complex dynamic systems, its practical value was limited by algorithms that lacked the capacity to scale up to realistic problems. However, in recent years, dramatic developments in Reinforcement Learning (RL), the model-free counterpart of DP, changed our understanding of what is possible. Those developments led to the creation of reliable methods that can be applied even when a mathematical model of the system is unavailable, allowing researchers to solve challenging control problems in engineering, as well as in a variety of other disciplines, including economics, medicine, and artificial intelligence. Reinforcement Learning and Dynamic Programming Using Function Approximators provides a comprehensive and unparalleled exploration of the field of RL and DP. With a focus on continuous-variable problems, this seminal text details essential developments that have substantially altered the field over the past decade. In its pages, pioneering experts provide a concise introduction to classical RL and DP, followed by an extensive presentation of the state-of-the-art and novel methods in RL and DP with approximation. Combining algorithm development with theoretical guarantees, they elaborate on their work with illustrative examples and insightful comparisons. Three individual chapters are dedicated to representative algorithms from each of the major classes of techniques: value iteration, policy iteration, and policy search. The features and performance of these algorithms are highlighted in extensive experimental studies on a range of control applications. The recent development of applications involving complex systems has led to a surge of interest in RL and DP methods and the subsequent need for a quality resource on the subject. For graduate students and others new to the field, this book offers a thorough introduction to both the basics and emerging methods. And for those researchers and practitioners working in the fields of optimal and adaptive control, machine learning, artificial intelligence, and operations research, this resource offers a combination of practical algorithms, theoretical analysis, and comprehensive examples that they will be able to adapt and apply to their own work. Access the authors' website at www.dcsc.tudelft.nl/rlbook/ for additional material, including computer code used in the studies and information concerning new developments.
Author: Kumar, Anil
Publisher: IGI Global
ISBN: 1522509984
Category : Business & Economics
Languages : en
Pages : 455
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Book Description
The success of any organization is largely dependent on positive feedback and repeat business from patrons. By utilizing acquired marketing data, business professionals can more accurately assess practices, services, and products that their customers find appealing. The Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics features innovative research and implementation practices of analytics in marketing research. Highlighting various techniques in acquiring and deciphering marketing data, this publication is a pivotal reference for professionals, managers, market researchers, and practitioners interested in the observation and utilization of data on marketing trends to promote positive business practices.
Author: Peter Belobaba
Publisher: John Wiley & Sons
ISBN: 1118881141
Category : Technology & Engineering
Languages : en
Pages : 536
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Book Description
Extensively revised and updated edition of the bestselling textbook, provides an overview of recent global airline industry evolution and future challenges Examines the perspectives of the many stakeholders in the global airline industry, including airlines, airports, air traffic services, governments, labor unions, in addition to passengers Describes how these different players have contributed to the evolution of competition in the global airline industry, and the implications for its future evolution Includes many facets of the airline industry not covered elsewhere in any single book, for example, safety and security, labor relations and environmental impacts of aviation Highlights recent developments such as changing airline business models, growth of emerging airlines, plans for modernizing air traffic management, and opportunities offered by new information technologies for ticket distribution Provides detailed data on airline performance and economics updated through 2013
Author: Sheryl E. Kimes
Publisher: Now Publishers
ISBN: 9781680830286
Category : Business & Economics
Languages : en
Pages : 80
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Book Description
Revenue Management: Advanced Strategies and Tools to Enhance Firm Profitability provides an overview of revenue management (RM) and discusses approaches that firms can use to more profitably manage and define the ways in which they sell their capacity.
Author: Vasileios S. Zeimpekis
Publisher: Springer Science & Business Media
ISBN: 0387717226
Category : Business & Economics
Languages : en
Pages : 249
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Book Description
This book focuses on real time management of distribution systems, integrating the latest results in system design, algorithm development and system implementation to capture the state-of-the art research and application trends. The book important topics such as goods dispatching, couriers, rescue and repair services, taxi cab services, and more. The book includes real-life case studies that describe the solution to actual distribution problems by combining systemic and algorithmic approaches.
Author: Guillermo Gallego
Publisher: Springer
ISBN: 1493996061
Category : Business & Economics
Languages : en
Pages : 346
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Book Description
“There is no strategic investment that has a higher return than investing in good pricing, and the text by Gallego and Topaloghu provides the best technical treatment of pricing strategy and tactics available.” Preston McAfee, the J. Stanley Johnson Professor, California Institute of Technology and Chief Economist and Corp VP, Microsoft. “The book by Gallego and Topaloglu provides a fresh, up-to-date and in depth treatment of revenue management and pricing. It fills an important gap as it covers not only traditional revenue management topics also new and important topics such as revenue management under customer choice as well as pricing under competition and online learning. The book can be used for different audiences that range from advanced undergraduate students to masters and PhD students. It provides an in-depth treatment covering recent state of the art topics in an interesting and innovative way. I highly recommend it." Professor Georgia Perakis, the William F. Pounds Professor of Operations Research and Operations Management at the Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts. “This book is an important and timely addition to the pricing analytics literature by two authors who have made major contributions to the field. It covers traditional revenue management as well as assortment optimization and dynamic pricing. The comprehensive treatment of choice models in each application is particularly welcome. It is mathematically rigorous but accessible to students at the advanced undergraduate or graduate levels with a rich set of exercises at the end of each chapter. This book is highly recommended for Masters or PhD level courses on the topic and is a necessity for researchers with an interest in the field.” Robert L. Phillips, Director of Pricing Research at Amazon “At last, a serious and comprehensive treatment of modern revenue management and assortment optimization integrated with choice modeling. In this book, Gallego and Topaloglu provide the underlying model derivations together with a wide range of applications and examples; all of these facets will better equip students for handling real-world problems. For mathematically inclined researchers and practitioners, it will doubtless prove to be thought-provoking and an invaluable reference.” Richard Ratliff, Research Scientist at Sabre “This book, written by two of the leading researchers in the area, brings together in one place most of the recent research on revenue management and pricing analytics. New industries (ride sharing, cloud computing, restaurants) and new developments in the airline and hotel industries make this book very timely and relevant, and will serve as a critical reference for researchers.” Professor Kalyan Talluri, the Munjal Chair in Global Business and Operations, Imperial College, London, UK.
Author: Malte Rücker
Publisher: diplom.de
ISBN: 3842828101
Category : Travel
Languages : en
Pages : 141
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Book Description
Inhaltsangabe:Introduction: An integrated approach to Revenue Management (RM), which spans over various disciplines, has frequently been proposed for tourism companies providing perishable products of fixed capacity, such as hotel chains, to fully capture the potential of total profit optimization. Kimes and Wagner (2001) defined the general strategy of revenue management as the practice used by service firms with fixed capacity to match the supply of a perishable commodity with forecasted demand via strategies that manipulate price and time of consumption. Furthermore, revenue management and pricing programs have commonly been praised to have the potential to increase revenues by 3 to 8 % which can in turn result in 50 to 100 % profit improvements. This thesis proposes a departmental and functional integration of various activities to arrive at an integrated revenue management approach that is viewed as the necessary reaction to changing market environment conditions. Information and communication technologies (ICTs) have been changing the tourism industry structure globally, while developing many new opportunities and threats. In this new environment, revenue management becomes as important and challenging as never before and to operate effectively, skills are required to combine several knowledge areas steadily and creatively to make profit from the process. Consequently, it is proposed that particularly due to the modern tourism environment, companies have to make use of strategic integrated revenue management to offset the threats and take advantage of opportunities that the modern tourism environment represents. An integrated approach to revenue management spans the disciplines of yield management, pricing, marketing, sales and e-commerce distribution and seeks to identify linkages to effectively and efficiently coordinate activities in the different areas to arrive at total profit optimization. The thesis is designed to illustrate how Revenue Management Integration (RMI) could be achieved, and the research part aims to asses whether hotel chains that embrace a higher degree of Revenue Management Integration operate at higher profitability.1.1. Research Questions This thesis is designed to evaluate whether an integrated revenue management process provides benefits in terms of financial performance to tourism companies selling perishable inventory such as hotel chains, in particular in a changed and more competitive tourism environment. [...]
Author: Robert Phillips
Publisher: Stanford University Press
ISBN: 0804781648
Category : Business & Economics
Languages : en
Pages : 470
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Book Description
This is the first comprehensive introduction to the concepts, theories, and applications of pricing and revenue optimization. From the initial success of "yield management" in the commercial airline industry down to more recent successes of markdown management and dynamic pricing, the application of mathematical analysis to optimize pricing has become increasingly important across many different industries. But, since pricing and revenue optimization has involved the use of sophisticated mathematical techniques, the topic has remained largely inaccessible to students and the typical manager. With methods proven in the MBA courses taught by the author at Columbia and Stanford Business Schools, this book presents the basic concepts of pricing and revenue optimization in a form accessible to MBA students, MS students, and advanced undergraduates. In addition, managers will find the practical approach to the issue of pricing and revenue optimization invaluable. Solutions to the end-of-chapter exercises are available to instructors who are using this book in their courses. For access to the solutions manual, please contact
[email protected].
Author: Peter James Harris
Publisher: Routledge
ISBN: 075066729X
Category : Business & Economics
Languages : en
Pages : 495
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Book Description
Presents research and developments in the field of accounting and financial management as it relates to organisations in the international hospitality industry. Draws on researchers' fieldwork and practical experience, and includes case studies and examples from a range of companies across the industry. Covers a number of issues including: performance management, benchmarking, the profit planning framework, room rate pricing decisions, hotel asset management, and lowering risk to enhance firm value.
