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Management Science

1954 - 2025

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2009, issue 12, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
The Effects of Problem Structure and Team Diversity on Brainstorming Effectiveness pp. 1899-1913 Downloads
Stylianos Kavadias and Svenja C. Sommer
The Shape and Term Structure of the Index Option Smirk: Why Multifactor Stochastic Volatility Models Work So Well pp. 1914-1932 Downloads
Peter Christoffersen, Steven Heston and Kris Jacobs
Ambiguity Aversion and the Preference for Established Brands pp. 1933-1941 Downloads
A. V. Muthukrishnan, Luc Wathieu and Alison Jing Xu
Multiattribute Utility Satisfying a Preference for Combining Good with Bad pp. 1942-1952 Downloads
Ilia Tsetlin and Robert L. Winkler
Contracting in Supply Chains: A Laboratory Investigation pp. 1953-1968 Downloads
Elena Katok and Diana Yan Wu
The Duration of Patent Examination at the European Patent Office pp. 1969-1984 Downloads
Dietmar Harhoff and Stefan Wagner
Total-Cost Procurement Auctions: Impact of Suppliers' Cost Adjustments on Auction Format Choice pp. 1985-1999 Downloads
Dimitris Kostamis, Damian R. Beil and Izak Duenyas
Efficient Committed Budget for Implementing Target Audit Probability for Many Inspectees pp. 2000-2018 Downloads
Andrew Yim
Conditional Monte Carlo Estimation of Quantile Sensitivities pp. 2019-2027 Downloads
Michael C. Fu, L. Jeff Hong and Jian-Qiang Hu
Competition Under Generalized Attraction Models: Applications to Quality Competition Under Yield Uncertainty pp. 2028-2043 Downloads
Awi Federgruen and Nan Yang
Call for Papers--Special Issue of Management Science: Marketing Within the Enterprise and Beyond pp. 2044-2044 Downloads
Pradeep Chintagunta and Preyas Desai (Marketing Department Editor)
Index to Volume 55 pp. 2045-2051 Downloads
Anonymous

2009, issue 11, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Battle of the Retail Channels: How Product Selection and Geography Drive Cross-Channel Competition pp. 1755-1765 Downloads
Erik Brynjolfsson, Yu (Jeffrey) Hu and Mohammad S. Rahman
Inference from Streaks in Random Outcomes: Experimental Evidence on Beliefs in Regime Shifting and the Law of Small Numbers pp. 1766-1782 Downloads
Elena Asparouhova, Michael Hertzel and Michael Lemmon
Implications of Expected Changes in the Seller's Price in Name-Your-Own-Price Auctions pp. 1783-1796 Downloads
Scott Fay and Juliano Laran
Volatility Spreads and Expected Stock Returns pp. 1797-1812 Downloads
Turan G. Bali and Armen Hovakimian
Composition of Electricity Generation Portfolios, Pivotal Dynamics, and Market Prices pp. 1813-1831 Downloads
Albert Banal-Estanol and Augusto Rupérez Micola
The Silver Lining Effect: Formal Analysis and Experiments pp. 1832-1841 Downloads
Peter Jarnebrant, Olivier Toubia and Eric Johnson
Swift and Smart: The Moderating Effects of Technological Capabilities on the Market Pioneering-Firm Survival Relationship pp. 1842-1860 Downloads
April Franco, Sarkar Mb, Rajshree Agarwal and Raj Echambadi
A Matter of Balance: Specialization, Task Variety, and Individual Learning in a Software Maintenance Environment pp. 1861-1876 Downloads
Sriram Narayanan, Sridhar Balasubramanian and Jayashankar M. Swaminathan
Valuing Modularity as a Real Option pp. 1877-1896 Downloads
Andrea Gamba and Nicola Fusari
Call for Papers--Special Issue of Management Science: Marketing Within the Enterprise and Beyond pp. 1897-1897 Downloads
Pradeep Chintagunta and Preyas Desai (Editor)

2009, issue 10, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
An Empirical Analysis of Search Engine Advertising: Sponsored Search in Electronic Markets pp. 1605-1622 Downloads
Anindya Ghose and Sha Yang
An Empirical Analysis of Scarcity Strategies in the Automobile Industry pp. 1623-1637 Downloads
Subramanian Balachander, Yan Liu and Axel Stock
A Breath of Fresh Air? Firm Type, Scale, Scope, and Selection Effects in Drug Development pp. 1638-1653 Downloads
Ashish Arora, Alfonso Gambardella, Laura Magazzini and Fabio Pammolli
Incentives for Retailer Forecasting: Rebates vs. Returns pp. 1654-1669 Downloads
Terry A. Taylor and Wenqiang Xiao
Technical Specialized Knowledge and Secondary Shares in Initial Public Offerings pp. 1670-1687 Downloads
Marc T. Junkunc and Jon Eckhardt
Decision Support for Retirement Portfolio Management: Overcoming Myopic Loss Aversion via Technology Design pp. 1688-1703 Downloads
Clayton Arlen Looney and Andrew M. Hardin
Product Line Pricing in a Supply Chain pp. 1704-1717 Downloads
Lingxiu Dong, Chakravarthi Narasimhan and Kaijie Zhu
A Branch-and-Price Approach to the Share-of-Choice Product Line Design Problem pp. 1718-1728 Downloads
Xinfang (Jocelyn) Wang, Jeffrey D. Camm and David J. Curry
Real-Time Delay Estimation in Overloaded Multiserver Queues with Abandonments pp. 1729-1742 Downloads
Rouba Ibrahim and Ward Whitt
On the Relative Performance of Linear vs. Piecewise-Linear-Threshold Intertemporal Incentives pp. 1743-1752 Downloads
Joseph Y. Chen and Bruce L. Miller
Call for Papers--Special Issue of Management Science: Marketing Within the Enterprise and Beyond pp. 1753-1753 Downloads
Pradeep Chintagunta and Preyas Desai (Editor)

2009, issue 9, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Call for Papers--Special Issue of Management Science: Marketing Within the Enterprise and Beyond pp. 1451-1451 Downloads
Pradeep Chintagunta and Preyas Desai (Editor)
2009 Management Science Service Awards pp. 1452-1453 Downloads
Anonymous
A Dynamic Model for Posttraumatic Stress Disorder Among U.S. Troops in Operation Iraqi Freedom pp. 1454-1468 Downloads
Michael P. Atkinson, Adam Guetz and Lawrence M. Wein
Cause Marketing: Spillover Effects of Cause-Related Products in a Product Portfolio pp. 1469-1485 Downloads
Aradhna Krishna and Uday Rajan
Impact of Workload on Service Time and Patient Safety: An Econometric Analysis of Hospital Operations pp. 1486-1498 Downloads
Diwas S. Kc and Christian Terwiesch
Service Interruptions in Large-Scale Service Systems pp. 1499-1512 Downloads
Guodong Pang and Ward Whitt
Quality Disclosure Formats in a Distribution Channel pp. 1513-1526 Downloads
Liang Guo
Labor Market Institutions and Global Strategic Adaptation: Evidence from Lincoln Electric pp. 1527-1546 Downloads
Jordan I. Siegel and Barbara Zepp Larson
Poker Player Behavior After Big Wins and Big Losses pp. 1547-1555 Downloads
Gary Smith, Michael Levere and Robert Kurtzman
Revenue Driven Resource Allocation: Funding Authority, Incentives, and New Product Development Portfolio Management pp. 1556-1569 Downloads
Raul O. Chao, Stylianos Kavadias and Cheryl Gaimon
A General Interindustry Relatedness Index pp. 1570-1585 Downloads
David J. Bryce and Sidney Winter
Competing Retailers and Inventory: An Empirical Investigation of General Motors' Dealerships in Isolated U.S. Markets pp. 1586-1604 Downloads
Marcelo Olivares and Gérard P. Cachon

2009, issue 8, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Are We Wise About the Wisdom of Crowds? The Use of Group Judgments in Belief Revision pp. 1267-1279 Downloads
Albert E. Mannes
Price-Dependent Profit Sharing as a Channel Coordination Device pp. 1280-1291 Downloads
Øystein Foros, Kåre P. Hagen and Hans Jarle Kind
Unspanned Stochastic Volatility in Affine Models: Evidence from Eurodollar Futures and Options pp. 1292-1305 Downloads
Ruslan Bikbov and Mikhail Chernov
Relative Performance Compensation, Contests, and Dynamic Incentives pp. 1306-1320 Downloads
Pablo Casas-Arce and F. Asís Martínez-Jerez
Arms Race or Détente? How Interfirm Alliance Announcements Change the Stock Market Valuation of Rivals pp. 1321-1337 Downloads
Joanne Oxley, Rachelle C. Sampson and Brian S. Silverman
Product Variety and Endogenous Pricing with Evaluation Costs pp. 1338-1346 Downloads
J. Miguel Villas-Boas
Optimal Price and Product Quality Decisions in a Distribution Channel pp. 1347-1352 Downloads
Xiaowei Xu
Responding to Unexpected Overloads in Large-Scale Service Systems pp. 1353-1367 Downloads
Ohad Perry and Ward Whitt
Product Differentiation, Store Differentiation, and Assortment Depth pp. 1368-1376 Downloads
Stephen Hamilton and Timothy J. Richards
Experimentation in Financial Markets pp. 1377-1390 Downloads
Massimo Massa and Andrei Simonov
Optimal Markdown Pricing: Implications of Inventory Display Formats in the Presence of Strategic Customers pp. 1391-1408 Downloads
Rui Yin, Yossi Aviv, Amit Pazgal and Christopher S. Tang
Application-Specific R& D Capabilities and the Advantage of Incumbents: Evidence from the Anticancer Drug Market pp. 1409-1422 Downloads
M. Lourdes Sosa
Ultimatum Deadlines pp. 1423-1437 Downloads
Wenjie Tang, J. Neil Bearden and Ilia Tsetlin
Asymptotic Normality for EMS Option Price Estimator with Continuous or Discontinuous Payoff Functions pp. 1438-1450 Downloads
Zhushun Yuan and Gemai Chen

2009, issue 7, vol 55

Management Insights pp. iv-vii Downloads
Anonymous
Privacy Protection and Technology Diffusion: The Case of Electronic Medical Records pp. 1077-1093 Downloads
Amalia Miller and Catherine Tucker
Investor Competence, Trading Frequency, and Home Bias pp. 1094-1106 Downloads
John R. Graham, Campbell Harvey and Hai Huang
Selection Neglect in Mutual Fund Advertisements pp. 1107-1121 Downloads
Jonathan J. Koehler and Molly Mercer
Quality Improvement Incentives and Product Recall Cost Sharing Contracts pp. 1122-1138 Downloads
Gary H. Chao, Seyed M. R. Iravani and R. Canan Savaskan
Brand and Price Advertising in Online Markets pp. 1139-1151 Downloads
Michael Baye and John Morgan
Effort, Revenue, and Cost Sharing Mechanisms for Collaborative New Product Development pp. 1152-1169 Downloads
Sreekumar R. Bhaskaran and V. Krishnan
Technological Innovation and Acquisitions pp. 1170-1183 Downloads
Xinlei Zhao
Truthful Bundle/Multiunit Double Auctions pp. 1184-1198 Downloads
Leon Yang Chu
Momentum and Mean Reversion in Strategic Asset Allocation pp. 1199-1213 Downloads
Ralph Koijen, Juan Carlos Rodríguez and Alessandro Sbuelz
Pioneering Inventors or Thicket Builders: Which U.S. Firms Use Continuations in Patenting? pp. 1214-1226 Downloads
Deepak Hegde, David C. Mowery and Stuart Graham
Defining Bad News: Changes in Return Distributions That Decrease Risky Asset Demand pp. 1227-1236 Downloads
Burton Hollifield and Alan Kraus
Business Unit Reorganization and Innovation in New Product Markets pp. 1237-1254 Downloads
Samina Karim
Testing the APT with the Maximum Sharpe Ratio of Extracted Factors pp. 1255-1266 Downloads
Chu Zhang

2009, issue 6, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Mobility, Skills, and the Michigan Non-Compete Experiment pp. 875-889 Downloads
Matt Marx, Deborah Strumsky and Lee Fleming
Employment Horizon and the Choice of Performance Measures: Empirical Evidence from Annual Bonus Plans of Loss-Making Entities pp. 890-905 Downloads
Michal Mat\v{e}jka, Kenneth A. Merchant and Wim A. Van der Stede
Formal Contracts in the Presence of Relational Enforcement Mechanisms: Evidence from Technology Development Projects pp. 906-925 Downloads
Michael Ryall and Rachelle C. Sampson
Optimal Entry Timing in Markets with Social Influence pp. 926-939 Downloads
Yogesh V. Joshi, David J. Reibstein and Z. John Zhang
Electronic and Physical Market Channels: A Multiyear Investigation in a Market for Products of Uncertain Quality pp. 940-957 Downloads
Eric Overby and Sandy Jap
Pioneering Plus a Broad Product Line Strategy: Higher Profits or Deeper Losses? pp. 958-967 Downloads
William Boulding and Markus Christen
The Name-Your-Own-Price Channel in the Travel Industry: An Analytical Exploration pp. 968-979 Downloads
Tuo Wang, Esther Gal-Or and Rabikar Chatterjee
When Is Price Discrimination Profitable? pp. 980-989 Downloads
Eric T. Anderson and James Dana
Jackknife Estimator for Tracking Error Variance of Optimal Portfolios pp. 990-1002 Downloads
Gopal K. Basak, Ravi Jagannathan and Tongshu Ma
Barter Markets for Conjoint Analysis pp. 1003-1017 Downloads
Min Ding, Young-Hoon Park and Eric T. Bradlow
Hindsight Bias, Risk Perception, and Investment Performance pp. 1018-1029 Downloads
Bruno Biais and Martin Weber
An Extension of the Internal Rate of Return to Stochastic Cash Flows pp. 1030-1034 Downloads
Gordon Hazen
Forecast Accuracy Uncertainty and Momentum pp. 1035-1046 Downloads
Bing Han, Dong Hong and Mitch Warachka
Highbrow Films Gather Dust: Time-Inconsistent Preferences and Online DVD Rentals pp. 1047-1059 Downloads
Katherine Milkman, Todd Rogers and Max H. Bazerman
Strategic Resource Dynamics of Manufacturing Firms pp. 1060-1076 Downloads
Shekhar Jayanthi, Aleda V. Roth, Mehmet M. Kristal and Lauren Carter-Roth Venu

2009, issue 5, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Blockbuster Culture's Next Rise or Fall: The Impact of Recommender Systems on Sales Diversity pp. 697-712 Downloads
Daniel Fleder and Kartik Hosanagar
On the Value of Commitment and Availability Guarantees When Selling to Strategic Consumers pp. 713-726 Downloads
Xuanming Su and Fuqiang Zhang
An Optimal Contact Model for Maximizing Online Panel Response Rates pp. 727-737 Downloads
Scott A. Neslin, Thomas P. Novak, Kenneth R. Baker and Donna L. Hoffman
Contagion of Wishful Thinking in Markets pp. 738-751 Downloads
Nicholas Seybert and Robert Bloomfield
Quasi-Robust Multiagent Contracts pp. 752-762 Downloads
Anil Arya, Joel Demski, Jonathan Glover and Pierre Liang
Multiple Sourcing and Procurement Process Selection with Bidding Events pp. 763-780 Downloads
Tunay I. Tunca and Qiong Wu
Information Sharing and Order Variability Control Under a Generalized Demand Model pp. 781-797 Downloads
Li Chen and Hau L. Lee
A Generalized Approach to Portfolio Optimization: Improving Performance by Constraining Portfolio Norms pp. 798-812 Downloads
Victor DeMiguel, Lorenzo Garlappi, Francisco J. Nogales and Raman Uppal
Optimal Policies and Approximations for a Bayesian Linear Regression Inventory Model pp. 813-826 Downloads
Katy S. Azoury and Julia Miyaoka
Information Market-Based Decision Fusion pp. 827-842 Downloads
Johan Perols, Kaushal Chari and Manish Agrawal
Private Network EDI vs. Internet Electronic Markets: A Direct Comparison of Fulfillment Performance pp. 843-852 Downloads
Yuliang Yao, Martin Dresner and Jonathan Palmer
Loss Functions in Option Valuation: A Framework for Selection pp. 853-862 Downloads
Dennis Bams, Thorsten Lehnert and Christian Wolff
Additive Utility in Prospect Theory pp. 863-873 Downloads
Han Bleichrodt, Ulrich Schmidt and Horst Zank

2009, issue 4, vol 55

Management Insights pp. iv-vii Downloads
Anonymous
What Fraction of Stock Option Grants to Top Executives Have Been Backdated or Manipulated? pp. 513-525 Downloads
Randall A. Heron and Erik Lie
Optimal Market Intelligence Strategy When Management Attention Is Scarce pp. 526-538 Downloads
Markus Christen, William Boulding and Richard Staelin
R& D in the Pharmaceutical Industry: A World of Small Innovations pp. 539-551 Downloads
Juan-José Ganuza, Gerard Llobet and Beatriz Domínguez
Dynamic Cost Reduction Through Process Improvement in Assembly Networks pp. 552-567 Downloads
Fernando Bernstein and A. Gürhan Kök
Information Exchange in Group Decision Making: The Hidden Profile Problem Reconsidered pp. 568-581 Downloads
John Lightle, John Kagel and Hal Arkes
Sensitivity to Distance and Baseline Distributions in Forecast Evaluation pp. 582-590 Downloads
Victor Richmond R. Jose, Robert F. Nau and Robert L. Winkler
Trading as Entertainment? pp. 591-603 Downloads
Daniel Dorn and Paul Sengmueller
Transition to Entrepreneurship from the Public Sector: Predispositional and Contextual Effects pp. 604-618 Downloads
Serden Özcan and Toke Reichstein
Competition in Service Industries with Segmented Markets pp. 619-634 Downloads
Gad Allon and Awi Federgruen
Alliance Structure and the Scope of Knowledge Transfer: Evidence from U.S.-Japan Agreements pp. 635-649 Downloads
Joanne Oxley and Tetsuo Wada
Priority Shifting and the Dynamics of Managing Eradicable Infectious Diseases pp. 650-663 Downloads
Radboud J. Duintjer Tebbens and Kimberly M. Thompson
Active Feature-Value Acquisition pp. 664-684 Downloads
Maytal Saar-Tsechansky, Prem Melville and Foster Provost
Coordination Mechanisms in Decentralized Serial Inventory Systems with Batch Ordering pp. 685-695 Downloads
Kevin H. Shang, Jing-Sheng Song and Paul H. Zipkin

2009, issue 3, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Effects of E-Waste Regulation on New Product Introduction pp. 333-347 Downloads
Erica Plambeck and Qiong Wang
Searching for Google's Value: Using Prediction Markets to Forecast Market Capitalization Prior to an Initial Public Offering pp. 348-361 Downloads
Joyce E. Berg, George R. Neumann and Thomas A. Rietz
Inventories with Multiple Supply Sources and Networks of Queues with Overflow Bypasses pp. 362-372 Downloads
Jing-Sheng Song and Paul Zipkin
Spillover Asymmetry and Why It Matters pp. 373-388 Downloads
Anne Marie Knott, Hart E. Posen and Brian Wu
Causal Ambiguity, Complexity, and Capability-Based Advantage pp. 389-403 Downloads
Michael Ryall
Asymptotic Optimality of Order-Up-To Policies in Lost Sales Inventory Systems pp. 404-420 Downloads
Woonghee Tim Huh, Ganesh Janakiraman, John A. Muckstadt and Paat Rusmevichientong
Economic Analysis of Simulation Selection Problems pp. 421-437 Downloads
Stephen E. Chick and Noah Gans
Strategic Information Management Under Leakage in a Supply Chain pp. 438-452 Downloads
Krishnan S. Anand and Manu Goyal
Persistency Model and Its Applications in Choice Modeling pp. 453-469 Downloads
Karthik Natarajan, Miao Song and Chung-Piaw Teo
An Investigation of Time Inconsistency pp. 470-482 Downloads
Serdar Sayman and Ayse Öncüler
Dirichlet Bridge Sampling for the Variance Gamma Process: Pricing Path-Dependent Options pp. 483-496 Downloads
Vladimir Kaishev and Dimitrina S. Dimitrova
Purchasing, Pricing, and Quick Response in the Presence of Strategic Consumers pp. 497-511 Downloads
Gérard P. Cachon and Robert Swinney

2009, issue 2, vol 55

Management Insights pp. iv-vi Downloads
Anonymous
Top Management Team Diversity and Firm Performance: Moderators of Functional-Background and Locus-of-Control Diversity pp. 165-180 Downloads
Christophe Boone and Walter Hendriks
Masters of War: Rivals' Product Innovation and New Advertising in Mature Product Markets pp. 181-191 Downloads
Andrea Fosfuri and Marco S. Giarratana
Supply Disruptions, Asymmetric Information, and a Backup Production Option pp. 192-209 Downloads
Zhibin (Ben) Yang, Göker Ayd{\i}n, Volodymyr Babich and Damian R. Beil
Scanning the Commons? Evidence on the Benefits to Startups Participating in Open Standards Development pp. 210-223 Downloads
David M. Waguespack and Lee Fleming
SEC Rule 10b5-1 and Insiders' Strategic Trade pp. 224-239 Downloads
Alan D. Jagolinzer
Performance Analysis of a Queue with Congestion-Based Staffing Policy pp. 240-251 Downloads
Zhe George Zhang
Dynamic Programming Approach for Valuing Options in the GARCH Model pp. 252-266 Downloads
Hatem Ben-Ameur, Michèle Breton and Juan-Manuel Martinez
Modeling of Workflow Congestion and Optimization of Flow Routing in a Manufacturing/Warehouse Facility pp. 267-280 Downloads
Min Zhang, Rajan Batta and Rakesh Nagi
Simulating Sensitivities of Conditional Value at Risk pp. 281-293 Downloads
L. Jeff Hong and Guangwu Liu
Maintaining Diagnostic Knowledge-Based Systems: A Control-Theoretic Approach pp. 294-310 Downloads
Alain Bensoussan, Radha Mookerjee, Vijay Mookerjee and Wei T. Yue
Complementarity Among Vertical Integration Decisions: Evidence from Automobile Product Development pp. 311-332 Downloads
Sharon Novak and Scott Stern

2009, issue 1, vol 55

Editorial Statements pp. iv-vii Downloads
Anonymous
Management Insights pp. viii-x Downloads
Anonymous
From the Editor--A Vision for Management Science pp. 1-3 Downloads
Gérard P. Cachon
Metrics--When and Why Nonaveraging Statistics Work pp. 4-15 Downloads
Steven M. Shugan and Debanjan Mitra
Volume and Price Patterns Around a Stock's 52-Week Highs and Lows: Theory and Evidence pp. 16-31 Downloads
Steven Huddart, Mark Lang and Michelle H. Yetman
Dynamic Pricing in the Presence of Strategic Consumers and Oligopolistic Competition pp. 32-46 Downloads
Yuri Levin, Jeff McGill and Mikhail Nediak
Competition Between Local and Electronic Markets: How the Benefit of Buying Online Depends on Where You Live pp. 47-57 Downloads
Chris Forman, Anindya Ghose and Avi Goldfarb
Optimal Auditing with Scoring: Theory and Application to Insurance Fraud pp. 58-70 Downloads
Georges Dionne, Florence Giuliano and Pierre Picard
Satisficing Measures for Analysis of Risky Positions pp. 71-84 Downloads
David B. Brown and Melvyn Sim
Team Familiarity, Role Experience, and Performance: Evidence from Indian Software Services pp. 85-100 Downloads
Robert Huckman, Bradley R. Staats and David M. Upton
Exploring the Relationship Between Scientist Human Capital and Firm Performance: The Case of Biomedical Academic Entrepreneurs in the SBIR Program pp. 101-114 Downloads
Andrew A. Toole and Dirk Czarnitzki
The Value of Partial Resource Pooling: Should a Service Network Be Integrated or Product-Focused? pp. 115-131 Downloads
Bar{\i}\c{s} Ata and Jan A. Van Mieghem
Allocating Objects in a Network of Caches: Centralized and Decentralized Analyses pp. 132-147 Downloads
Mohit Tawarmalani, Karthik Kannan and Prabuddha De
The Role of Robust Optimization in Single-Leg Airline Revenue Management pp. 148-163 Downloads
\c{S}. \.Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho and Shuzhong Zhang
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