Agent-based analysis and simulation of the consumer airline market share for Frontier Airlines

Knowledge-Based Systems

Volumn 23, Issue 8, 2010, Pages 875-882

  Kuhn Jr , John R ^a   Courtney, James F ^b   Morris, Bonnie ^c   Tatara, Eric R ^d  

^a UNIVERSITY OF LOUISVILLE   (United States)

^b LOUISIANA TECH UNIVERSITY   (United States)

^c WEST VIRGINIA UNIVERSITY   (United States)

^d ARGONNE NATIONAL LABORATORY   (United States)

Author keywords

Agent based modeling; Complex adaptive systems; Decision aids; Knowledge management; Simulation

Indexed keywords

AGENT-BASED ANALYSIS; AGENT-BASED MODELING; COMPLEX ADAPTIVE SYSTEMS; CREDIT AVAILABILITY; DECISION AIDS; EARNINGS FORECAST; ENVIRONMENTAL FACTORS; FEDERAL REGULATIONS; FINANCIAL CAPITAL; FUEL COST; MARKET SHARE; RESEARCH ACTIVITIES; SIMULATION;

ADAPTIVE SYSTEMS; AIR TRANSPORTATION; COMMERCE; COMPETITION; COMPUTATIONAL METHODS; DECISION SUPPORT SYSTEMS; ENVIRONMENTAL REGULATIONS; INVESTMENTS; KNOWLEDGE MANAGEMENT; RESEARCH;

DECISION MAKING;

EID: 77957925652     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2010.06.002     Document Type: Article

References (33)

1. Argonne National Laboratory, Repast: Recursive Porous Agent Simulation Toolkit, 2009. < http://www.repast.sourceforge.net/ >.
2. Argonne National Laboratory, Repast: Recursive Porous Agent Simulation Toolkit, 2009. < http://www.dis.anl.gov/conferences/abms/info.html >.
3. E. Bagheri, R. Zafarani, and M. Barouni-Ebrahimi Can reputation migrate? On the propagation of reputation in multi-context communities Knowledge-Based Systems 22 2009 410 420
4. T. Brenner, and C. Werker A taxonomy of inference in simulation models Computational Economics 30 2007 227 244
5. Bureau of Transportation Statistics, T-100 Domestic Market (All Carriers), 2008.
6. L.E. Cederman Emergent Actors in World Politics: How States and Nations Develop and Dissolve 1997 Princeton University
7. S.H. Chen, and C.H. Yeh Evolving traders and the business school with genetic programming: a new architecture of the agent-based artificial stock market Journal of Economic Dynamics and Control 25 2001 363 393
8. City and County of Denver, Colorado Municpal Airport System, Annual Financial Report, < http://www.flydenver.com/diabiz/stats/financials/reports/ 2006-finrpt.pdf >, (accessed December 2007).
9. Y. Ding, H. Sun, and K. Hao A bio-inspired emergent system for intelligent Web service composition and management Knowledge-Based Systems 20 2007 457 465
10. Frontier Airlines Holdings, Inc., Annual Report, 2006.
11. Frontier Airlines Holdings, Inc., Annual Report, 2007.
12. J. Harris, and M. Uncles Modeling the repatronage behavior of business airline travelers Journal of Service Research 9 2007 297 311
13. S. Heckbert, T. Baynes, and A. Reeson Agent-based modeling in ecological economics Annals of the New York Academy of Sciences 1185 2010 39 53
14. M. Hoogendoorn, C.M. Jonker, P. van Maanen, and J. Treur Agent-based analysis and simulation of meta-reasoning processes in strategic naval planning Knowledge-Based Systems 22 2009 589 599
15. K. Kadous, M. Mercer, and J. Thayer IS there safety in numbers? The effects of forecast accuracy and forecast boldness on financial analysts' credibility with investors Contemporary Accounting Research 26 2010 933 968
16. Y.A. Kim, H.S. Song, and S.H. Kim A new marketing strategy map for direct marketing Knowledge-Based Systems 22 2009 327 335
17. A. Kirman, and N.J. Vriend Evolving market structure: an ACE model of price dispersion and loyalty Journal of Economic Dynamics and Control 25 2001 459 502
18. A.M. Law, How to build valid and credible simulation models, in: Proceedings of the 37th Conference on Winter Simulation, 2005, pp. 58-66.
19. T.E. McKee Rough sets bankruptcy prediction models versus auditor signalling rates Journal of Forecasting 22 2003 569 586
20. D. Midgley, R. Marks, and D. Kunchamwar Building and assurance of agent-based models: an example and challenge to the field Journal of Business Research 60 2007 884 893
21. J.H. Miller Active nonlinear tests (ANTs) of complex simulation models Management Science 44 1998 620 830
22. J. Nicolaisen, V. Petrov, and L. Tesfatsion Market power and efficiency in a computational electricity market with discriminatory double-auction pricing IEEE Transactions on Evolutionary Computation 5 2001 504 523
23. M.J. North, and C.M. Macal Managing Business Complexity: Discovering Strategic Solutions with Agent-based Modeling and Simulation 2007 Oxford University Press
24. Northwestern University, NetLogo, 2009, < http://ccl.northwestern.edu/ netlogo/ >.
25. L.L. Rees, and K. Sivaramakrishnan The effect of meeting or beating revenue forecasts on the association between quarterly returns and earnings forecast errors Contemporary Accounting Research 24 2007 259 290
26. P.J. Sánchez, As simple as possible, but no simpler: a gentle introduction to simulation modeling, in: Proceedings of the 37th Conference on Winter Simulation, 2006, pp. 2-10.
27. D.K. Shifflet, Travel Volume & Spending Report, D.K. Shifflet & Associates, Limited, 2008, < http://www.dksa.com/ >.
28. Y.I. Song, W. Woo, and H.R. Rao International information sharing in the airline industry: an analysis of stock market responses to code-sharing agreements Information Systems Frontier 9 2007 309 324
29. A. Srbljinovic, and O. Skunca Agent based modelling and simulation of social processes Interdisciplinary Description of Complex Systems 1 2003 1 8
30. State Street, Measuring Investor Confidence on A Quantitative Basis, < http://www.statestreet.com/industry-insights/investor-confidence-index/summary. pdf > (accessed 10.03.10).
31. Y. Suzuki The relationship between on-time performance and airline market share: a new approach Transportation Research Part E 36 2000 139 154
32. United Air Lines, Inc., Annual Report, 2006.
33. M. Wang, H. Wang, and D. Xu The design of intelligent workflow monitoring with agent technology Knowledge-Based Systems 18 2005 257 266