Modeling Applications In The Airline Industry

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Modeling Applications in the Airline Industry

Author : Ahmed F. Abdelghany
Publisher : Unknown
Page : 278 pages
File Size : 52,8 Mb
Release : 2009
Category : Aeronautics, Commercial
ISBN : 1315595818

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Modeling Applications in the Airline Industry by Ahmed F. Abdelghany Pdf

Modeling Applications in the Airline Industry

Author : Ahmed Abdelghany,Khaled Abdelghany
Publisher : Routledge
Page : 291 pages
File Size : 47,6 Mb
Release : 2016-04-15
Category : Business & Economics
ISBN : 9781317094906

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Modeling Applications in the Airline Industry by Ahmed Abdelghany,Khaled Abdelghany Pdf

Modeling Applications in the Airline Industry explains the different functions and tactics performed by airlines during their planning and operation phases. Each function receives a full explanation of the challenges it brings and a solution methodology is presented, supported by numerical illustrative examples wherever possible. The book also highlights the main limitations of current practice and provides a brief description of future work related to each function. The authors have filtered the rich literature of airline management to include only the research that has actually been adopted by the airlines, giving a genuinely accurate representation of real airline management and its continuing development of solution methodologies. The book consists of 20 chapters divided into 4 sections: - Demand Modeling and Forecasting - Scheduling of Resources - Revenue Management - Irregular Operations Management. The book will be a valuable source or a handbook for individuals seeking a career in airline management. Written by experts with significant working experience within the industry, it offers readers insights to the real practice of operations modelling. In particular the book makes accessible the complexities of the key airline functions and explains the interrelation between them.

Quantitative Problem Solving Methods in the Airline Industry

Author : Cynthia Barnhart,Barry Smith
Publisher : Springer Science & Business Media
Page : 461 pages
File Size : 45,6 Mb
Release : 2011-12-21
Category : Business & Economics
ISBN : 9781461416074

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Quantitative Problem Solving Methods in the Airline Industry by Cynthia Barnhart,Barry Smith Pdf

This book reviews operations research theory, applications and practice in airline planning and operations. It examines the business and technical landscape, details best practices, and identifies open questions and areas for future research.

Discrete Choice Modelling and Air Travel Demand

Author : Laurie A. Garrow
Publisher : Routledge
Page : 307 pages
File Size : 48,6 Mb
Release : 2016-05-23
Category : Technology & Engineering
ISBN : 9781317149712

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Discrete Choice Modelling and Air Travel Demand by Laurie A. Garrow Pdf

In recent years, airline practitioners and academics have started to explore new ways to model airline passenger demand using discrete choice methods. This book provides an introduction to discrete choice models and uses extensive examples to illustrate how these models have been used in the airline industry. These examples span network planning, revenue management, and pricing applications. Numerous examples of fundamental logit modeling concepts are covered in the text, including probability calculations, value of time calculations, elasticity calculations, nested and non-nested likelihood ratio tests, etc. The core chapters of the book are written at a level appropriate for airline practitioners and graduate students with operations research or travel demand modeling backgrounds. Given the majority of discrete choice modeling advancements in transportation evolved from urban travel demand studies, the introduction first orients readers from different backgrounds by highlighting major distinctions between aviation and urban travel demand studies. This is followed by an in-depth treatment of two of the most common discrete choice models, namely the multinomial and nested logit models. More advanced discrete choice models are covered, including mixed logit models and generalized extreme value models that belong to the generalized nested logit class and/or the network generalized extreme value class. An emphasis is placed on highlighting open research questions associated with these models that will be of particular interest to operations research students. Practical modeling issues related to data and estimation software are also addressed, and an extensive modeling exercise focused on the interpretation and application of statistical tests used to guide the selection of a preferred model specification is included; the modeling exercise uses itinerary choice data from a major airline. The text concludes with a discussion of on-going customer modeling research in aviation. Discrete Choice Modelling and Air Travel Demand is enriched by a comprehensive set of technical appendices that will be of particular interest to advanced students of discrete choice modeling theory. The appendices also include detailed proofs of the multinomial and nested logit models and derivations of measures used to represent competition among alternatives, namely correlation, direct-elasticities, and cross-elasticities.

Quantitative Problem Solving Methods in the Airline Industry

Author : Cynthia Barnhart,Barry Smith
Publisher : Springer Science & Business Media
Page : 461 pages
File Size : 51,5 Mb
Release : 2011-12-22
Category : Business & Economics
ISBN : 9781461416081

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Quantitative Problem Solving Methods in the Airline Industry by Cynthia Barnhart,Barry Smith Pdf

This book reviews Operations Research theory, applications and practice in seven major areas of airline planning and operations. In each area, a team of academic and industry experts provides an overview of the business and technical landscape, a view of current best practices, a summary of open research questions and suggestions for relevant future research. There are several common themes in current airline Operations Research efforts. First is a growing focus on the customer in terms of: 1) what they want; 2) what they are willing to pay for services; and 3) how they are impacted by planning, marketing and operational decisions. Second, as algorithms improve and computing power increases, the scope of modeling applications expands, often re-integrating processes that had been broken into smaller parts in order to solve them in the past. Finally, there is a growing awareness of the uncertainty in many airline planning and operational processes and decisions. Airlines now recognize the need to develop ‘robust’ solutions that effectively cover many possible outcomes, not just the best case, “blue sky” scenario. Individual chapters cover: Customer Modeling methodologies, including current and emerging applications. Airline Planning and Schedule Development, with a look at many remaining open research questions. Revenue Management, including a view of current business and technical landscapes, as well as suggested areas for future research. Airline Distribution -- a comprehensive overview of this newly emerging area. Crew Management Information Systems, including a review of recent algorithmic advances, as well as the development of information systems that facilitate the integration of crew management modeling with airline planning and operations. Airline Operations, with consideration of recent advances and successes in solving the airline operations problem. Air Traffic Flow Management, including the modeling environment and opportunities for both Air Traffic Flow Management and the airlines.

Research Anthology on Reliability and Safety in Aviation Systems, Spacecraft, and Air Transport

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1601 pages
File Size : 50,9 Mb
Release : 2020-09-24
Category : Transportation
ISBN : 9781799853589

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Research Anthology on Reliability and Safety in Aviation Systems, Spacecraft, and Air Transport by Management Association, Information Resources Pdf

As with other transportation methods, safety issues in aircraft can result in a total loss of life. Recently, the air transport industry has come under immense scrutiny after several deaths occurred due to aircraft design and airlines that allowed improperly inspected aircraft to fly. Spacecraft too have found errors in system software that could lead to catastrophic failure. It is imperative that the aviation and aerospace industries continue to revise and refine safety protocols from the construction and design of aircraft, to secure and improve aviation systems, and to test and inspect aircraft. The Research Anthology on Reliability and Safety in Aviation Systems, Spacecraft, and Air Transport is a vital reference source that examines the latest scholarly material on the use of adaptive and assistive technologies in aviation to establish clear guidelines for the design and implementation of such technologies to better serve the needs of both military and civilian pilots. It also covers new information technology use in aviation systems to streamline the cybersecurity, decision making, planning, and design processes within the aviation industry. Highlighting a range of topics such as air navigation systems, computer simulation, and airline operations, this multi-volume book is ideally designed for pilots, scientists, engineers, aviation operators, air traffic controllers, air crash investigators, teachers, academicians, researchers, and students.

The Evolution of Yield Management in the Airline Industry

Author : Ben Vinod
Publisher : Springer Nature
Page : 417 pages
File Size : 52,7 Mb
Release : 2021-05-28
Category : Business & Economics
ISBN : 9783030704247

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The Evolution of Yield Management in the Airline Industry by Ben Vinod Pdf

This book chronicles airline revenue management from its early origins to the last frontier. Since its inception revenue management has now become an integral part of the airline business process for competitive advantage. The field has progressed from inventory control of the base fare, to managing bundles of base fare and air ancillaries, to the precise inventory control at the individual seat level. The author provides an end-to-end view of pricing and revenue management in the airline industry covering airline pricing, advances in revenue management, availability, and air shopping, offer management and product distribution, agency revenue management, impact of revenue management across airline planning and operations, and emerging technologies is travel. The target audience of this book is practitioners who want to understand the basics and have an end-to-end view of revenue management.

Artificial Intelligence and Machine Learning in the Travel Industry

Author : Ben Vinod
Publisher : Springer Nature
Page : 182 pages
File Size : 52,7 Mb
Release : 2023-05-26
Category : Business & Economics
ISBN : 9783031254567

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Artificial Intelligence and Machine Learning in the Travel Industry by Ben Vinod Pdf

Over the past decade, Artificial Intelligence has proved invaluable in a range of industry verticals such as automotive and assembly, life sciences, retail, oil and gas, and travel. The leading sectors adopting AI rapidly are Financial Services, Automotive and Assembly, High Tech and Telecommunications. Travel has been slow in adoption, but the opportunity for generating incremental value by leveraging AI to augment traditional analytics driven solutions is extremely high. The contributions in this book, originally published as a special issue for the Journal of Revenue and Pricing Management, showcase the breadth and scope of the technological advances that have the potential to transform the travel experience, as well as the individuals who are already putting them into practice.

Column Generation

Author : Guy Desaulniers,Jacques Desrosiers,Marius M. Solomon
Publisher : Springer Science & Business Media
Page : 369 pages
File Size : 53,9 Mb
Release : 2006-03-20
Category : Business & Economics
ISBN : 9780387254869

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Column Generation by Guy Desaulniers,Jacques Desrosiers,Marius M. Solomon Pdf

Column Generation is an insightful overview of the state of the art in integer programming column generation and its many applications. The volume begins with "A Primer in Column Generation" which outlines the theory and ideas necessary to solve large-scale practical problems, illustrated with a variety of examples. Other chapters follow this introduction on "Shortest Path Problems with Resource Constraints," "Vehicle Routing Problem with Time Window," "Branch-and-Price Heuristics," "Cutting Stock Problems," each dealing with methodological aspects of the field. Three chapters deal with transportation applications: "Large-scale Models in the Airline Industry," "Robust Inventory Ship Routing by Column Generation," and "Ship Scheduling with Recurring Visits and Visit Separation Requirements." Production is the focus of another three chapters: "Combining Column Generation and Lagrangian Relaxation," "Dantzig-Wolfe Decomposition for Job Shop Scheduling," and "Applying Column Generation to Machine Scheduling." The final chapter by François Vanderbeck, "Implementing Mixed Integer Column Generation," reviews how to set-up the Dantzig-Wolfe reformulation, adapt standard MIP techniques to the column generation context (branching, preprocessing, primal heuristics), and deal with specific column generation issues (initialization, stabilization, column management strategies).

Networks in Aviation

Author : Philipp Goedeking
Publisher : Springer Science & Business Media
Page : 157 pages
File Size : 50,5 Mb
Release : 2010-10-07
Category : Business & Economics
ISBN : 9783642137648

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Networks in Aviation by Philipp Goedeking Pdf

Aviation networks play a critical role in the success of today’s airlines and airports. This book provides insight on all aspects of modern network strategies and structures, ranging from market research to hub design, operations, organization, alliances, benchmarking, and antitrust issues. Considering both the airline and the airport perspectives, the book explains the economics of connectivity or productivity-driven hub structures through basic mathematics, which helps the reader to comprehend the structural strengths and weaknesses of aviation networks. More than 100 charts help clarify the topics at hand.

Peterson's Graduate Programs in Business, Education, Health, Information Studies, Law & Social Work 2012

Author : Peterson's
Publisher : Peterson's
Page : 13784 pages
File Size : 47,8 Mb
Release : 2012-05-15
Category : Study Aids
ISBN : 9780768936674

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Peterson's Graduate Programs in Business, Education, Health, Information Studies, Law & Social Work 2012 by Peterson's Pdf

Peterson's Graduate Programs in Business, Education, Health, Information Studies, Law & Social Work 2012 contains a wealth of info on accredited institutions offering graduate degrees in these fields. Up-to-date info, collected through Peterson's Annual Survey of Graduate and Professional Institutions, provides valuable data on degree offerings, professional accreditation, jointly offered degrees, part-time & evening/weekend programs, postbaccalaureate distance degrees, faculty, students, requirements, expenses, financial support, faculty research, and unit head and application contact information. There are helpful links to in-depth descriptions about a specific graduate program or department, faculty members and their research, and more. Also find valuable articles on financial assistance, the graduate admissions process, advice for international and minority students, and facts about accreditation, with a current list of accrediting agencies.

Developing Compelling Business Models for Long-haul Airline Operation

Author : Peter Wild
Publisher : Tredition Gmbh
Page : 352 pages
File Size : 50,5 Mb
Release : 2020-12-04
Category : Electronic
ISBN : 3347207610

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Developing Compelling Business Models for Long-haul Airline Operation by Peter Wild Pdf

The book offers insights through a general introduction to the specific characteristics of the airline industry. A literature review, the analysis of different trends and existing busines models lead to the development of a blueprint. Further, in exploratory research (stakeholder approach) of the blueprint the model is further reengineered to a solid busines model for long-haul airline model. The reader benefits not only from insights into the existing airlines industry, but also learns alternatively how to develop new business models. The final model is backed by many operational and financial data (business plan).

The Global Airline Industry

Author : Peter Belobaba,Amedeo Odoni,Cynthia Barnhart
Publisher : John Wiley & Sons
Page : 536 pages
File Size : 52,9 Mb
Release : 2015-07-06
Category : Technology & Engineering
ISBN : 9781118881149

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The Global Airline Industry by Peter Belobaba,Amedeo Odoni,Cynthia Barnhart Pdf

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

Operations Research in the Airline Industry

Author : Gang Yu
Publisher : Springer Science & Business Media
Page : 514 pages
File Size : 51,9 Mb
Release : 1997-12-31
Category : Business & Economics
ISBN : 0792380398

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Operations Research in the Airline Industry by Gang Yu Pdf

260 2 Crew Legalities and Crew Pairing Repair 264 3 Model and Mathematical Formulation 266 4 Solution Methodology 271 5 Computational Experiences 277 6 Conclusion 285 REFERENCES 286 10 THE USE OF OPTIMIZATION TO PERFORM AIR TRAFFIC FLOW MANAGEMENT Kenneth Lindsay, E. Andrew Boyd, George Booth, and Charles Harvey 287 1 Introduction 288 2 The Traffic Flow Management (TFM) Problem 289 3 Recent TFM Optimization Models 292 4 The Time Assignment Model (TAM) 302 5 Summary and Conclusions 307 REFERENCES 309 11 THE PROCESSES OF AIRLINE SYSTEM OPERATIONS CONTROL Seth C. Grandeau, Michael D. Clarke, and Dennis F.X. Mathaisel 312 1 Introduction 313 2 The Four Phases of Airline Schedule Development 315 The Airline Operations Control Center (OCC) 3 320 4 Analysis of Operational Problems 331 5 Areas For Improvement 352 6 Case Study: PT Garuda Indonesia Airlines 357 REFERENCES 368 12 THE COMPLEX CONFIGURATION MODEL Bruce W. Patty and Jim Diamond 370 1 Introduction 370 Problem Description 2 371 Problem Formulation 3 375 4 Model Implementation 379 ix Contents 383 5 Summary REFERENCES 383 13 INTEGRATED AIRLINE SCHEDULE PLANNING Cynthia Barnhart, Fang Lu, and Rajesh Shenoi 384 1 Introduction 385 2 Fleet Assignment and Crew Pairing Problems: Existing M- els and Algorithms 388 3 An Integrated Approximate Fleet Assignment and Crew Pa- ing Model 393 4 An Advanced Integrated Solution Approach 395 5 Case Study 396 6 Conclusions and Future Research Directions 399 REFERENCES 401 14 AIRLINE SCHEDULE PERTURBATION PROBLEM: LANDING AND TAKEOFF WITH

Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics

Author : Kumar, Anil,Dash, Manoj Kumar,Trivedi, Shrawan Kumar,Panda, Tapan Kumar
Publisher : IGI Global
Page : 428 pages
File Size : 48,9 Mb
Release : 2016-10-25
Category : Business & Economics
ISBN : 9781522509981

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Handbook of Research on Intelligent Techniques and Modeling Applications in Marketing Analytics by Kumar, Anil,Dash, Manoj Kumar,Trivedi, Shrawan Kumar,Panda, Tapan Kumar Pdf

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.