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Volume 60 • Number 4 • July–August 2012<br />

OPERATIONS RESEARCH<br />

Volume 60<br />

•<br />

Number 4<br />

OPERATIONS RESEARCH<br />

July<br />

•<br />

August<br />

•<br />

2012<br />

Conditional Value-at-Risk and Average Value-at-Risk: Estimation and Asymptotics<br />

So Yeon Chun, Alexander Shapiro, Stan Uryasev<br />

A Broader View of Designing the Liver Allocation System<br />

Mustafa Akan, Oguzhan Alagoz, Baris Ata, Fatih Safa Erenay, Adnan Said<br />

Bullwhip Effect Measurement and Its Implications<br />

Li Chen, Hau L. Lee<br />

Ordering Policies <strong>for</strong> Periodic-Review Inventory Systems with Quantity-Dependent Fixed Costs<br />

Ozgun Caliskan-Demirag, Youhua (Frank) Chen, Yi Yang<br />

Technical Note—On Optimal Policies <strong>for</strong> Inventory Systems with Batch Ordering<br />

Woonghee Tim Huh, Ganesh Janakiraman<br />

Strategies <strong>for</strong> a Centralized Single Product Multiclass M/G/1 Make-to-Stock Queue<br />

Hossein Abouee-Mehrizi, Barı¸s Balcıo˘glu, Opher Baron<br />

Priority Assignment in Emergency Response<br />

Evin Uzun Jacobson, Nilay Tanık Argon, Serhan Ziya<br />

Learning Consumer Tastes Through Dynamic Assortments<br />

Canan Ulu, Dorothée Honhon, Aydın Alptekino˘glu<br />

Solving an Infinite Horizon Adverse Selection Model Through Finite Policy Graphs<br />

Hao Zhang<br />

Robust Assortment Optimization in Revenue Management Under the Multinomial Logit Choice Model<br />

Paat Rusmevichientong, Huseyin Topaloglu<br />

Optimal Pricing in Networks with Externalities<br />

Ozan Candogan, Kostas Bimpikis, Asuman Ozdaglar<br />

Release Time Scheduling and Hub Location <strong>for</strong> Next-Day Delivery<br />

Hande Yaman, Oya Ekin Karasan, Bahar Y. Kara<br />

A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands<br />

Minjiao Zhang, Simge Küçükyavuz, Hande Yaman<br />

Robust and Stochastically Weighted Multiobjective Optimization Models and Re<strong>for</strong>mulations<br />

Jian Hu, Sanjay Mehrotra<br />

Three Ideas <strong>for</strong> the Quadratic Assignment Problem<br />

Matteo Fischetti, Michele Monaci, Domenico Salvagnin<br />

Dynamic Pricing Under a General Parametric Choice Model<br />

Josef Broder, Paat Rusmevichientong<br />

Hazard Rate Scaling of the Abandonment Distribution <strong>for</strong> the GI/M/n + GI Queue in Heavy Traffic<br />

Josh Reed, Tolga Tezcan<br />

Overflow Networks: Approximations and Implications to Call Center Outsourcing<br />

Itai Gurvich, Ohad Perry


EDITOR-IN-CHIEF<br />

Stefanos A. Zenios<br />

Stan<strong>for</strong>d University<br />

Graduate School of Business<br />

Stan<strong>for</strong>d, CA 94305<br />

zenios_stefanos@gsb.stan<strong>for</strong>d.edu<br />

(650) 725-9663<br />

AREA EDITORS<br />

O PERATIONS R ESEARCH<br />

MANAGING EDITOR<br />

Joan Taylor<br />

INFORMS<br />

7240 Parkway Drive<br />

Suite 300<br />

Hanover, MD 21076<br />

joan.taylor@in<strong>for</strong>ms.org<br />

(410) 449-0721<br />

PRODUCTION EDITOR<br />

Candita Gerzevitz<br />

INFORMS<br />

7240 Parkway Drive<br />

Suite 300<br />

Hanover, MD 21076<br />

candita.gerzevitz@in<strong>for</strong>ms.org<br />

(401) 826-8158<br />

METHODS<br />

CONTEXTUAL AREAS<br />

CROSSCUTTING AREAS (continued)<br />

Decision Analysis<br />

Kevin McCardle<br />

University of Cali<strong>for</strong>nia, Los Angeles<br />

Anderson School of Management<br />

Los Angeles, Cali<strong>for</strong>nia<br />

kmccardl@anderson.ucla.edu<br />

(310) 825-3926<br />

Financial Engineering<br />

Benjamin van Roy<br />

Stan<strong>for</strong>d University<br />

Management Science and Engineering<br />

Stan<strong>for</strong>d, Cali<strong>for</strong>nia<br />

bvr@stan<strong>for</strong>d.edu<br />

(650) 725-0544<br />

Environment, Energy, and Sustainability (cont’d.)<br />

Beril Toktay<br />

Georgia <strong>Institute</strong> of Technology<br />

College of Management<br />

Atlanta, Georgia<br />

beril.toktay@mgt.gatech.edu<br />

(404) 385-0104<br />

Optimization<br />

Aharon Ben-Tal<br />

Technion<br />

William Davidson Faculty of Industrial<br />

Engineering and Management<br />

Haifa 32000, Israel<br />

abental@ie.technion.ac.il<br />

+972 4 8294514<br />

R. Ravi<br />

Carnegie Mellon University<br />

School of Computer Science<br />

Pittsburgh, Pennsylvania<br />

ravi@cmu.edu<br />

(412) 269-3694<br />

Simulation<br />

Stephen Chick<br />

INSEAD<br />

Technology and <strong>Operations</strong><br />

Management Area<br />

77305 Fontainebleau Cedex, France<br />

stephen.chick@insead.edu<br />

+33 1.60.72.41.57<br />

Stochastic Models<br />

Jim Dai<br />

Georgia <strong>Institute</strong> of Technology<br />

School of Industrial and Systems Engineering<br />

Atlanta, Georgia<br />

dai@isye.gatech.edu<br />

(404) 894-9139<br />

Costis Maglaras<br />

Columbia University<br />

Graduate School of Business<br />

New York, New York<br />

c.maglaras@columbia.edu<br />

Military and Homeland Security<br />

Moshe Kress<br />

Naval Postgraduate School<br />

<strong>Operations</strong> <strong>Research</strong> Department<br />

Monterey, Cali<strong>for</strong>nia<br />

kress@nps.edu<br />

(831) 656-2927<br />

<strong>Operations</strong> and Supply Chains<br />

Dan Adelman<br />

The University of Chicago<br />

Booth School of Business<br />

Chicago, Illinois<br />

dan.adelman@chicagobooth.edu<br />

(773) 834-2019<br />

Chung Piaw Teo<br />

National University of Singapore<br />

NUS Business School<br />

Singapore 119245, Republic of Singapore<br />

bizteocp@nus.edu.sg<br />

+65 68745223<br />

Transportation<br />

Anton Kleywegt<br />

Georgia <strong>Institute</strong> of Technology<br />

School of Industrial and Systems Engineering<br />

Atlanta, Georgia<br />

anton@isye.gatech.edu<br />

(404) 894-4323<br />

CROSSCUTTING AREAS<br />

Environment, Energy, and Sustainability<br />

Eddie Anderson<br />

University of Sydney<br />

Business School<br />

NSW 2006, Australia<br />

Games, In<strong>for</strong>mation, and Networks<br />

David Gamarnik<br />

Massachusetts <strong>Institute</strong> of Technology<br />

Sloan School of Management<br />

Cambridge, Massachusetts<br />

gamarnik@mit.edu<br />

(617) 253-7779<br />

Asuman Ozdaglar<br />

Massachusetts <strong>Institute</strong> of Technology<br />

Cambridge, Massachusetts<br />

asuman@mit.edu<br />

(617) 324-0058<br />

Marketing Sciences<br />

Duncan Simester<br />

Massachusetts <strong>Institute</strong> of Technology<br />

Sloan School of Management<br />

Cambridge, Massachusetts<br />

simester@mit.edu<br />

(617) 258-0679<br />

OR Forum<br />

Ed Pinker<br />

University of Rochester<br />

Simon School of Business<br />

Rochester, New York<br />

ed.pinker@simon.rochester.edu<br />

(585) 275-2131<br />

OR Practice<br />

Andrés Weintraub<br />

University of Chile<br />

Department of Industrial Engineering<br />

Santiago, Chile<br />

aweintra@dii.uchile.cl<br />

+56 2-9784046<br />

(212) 854-4240<br />

edward.anderson@sydney.edu.au<br />

Policy Modeling and Public Sector OR<br />

+61 2 9036 7546<br />

Pinar Keskinocak<br />

Georgia <strong>Institute</strong> of Technology<br />

Atlanta, Georgia<br />

pinar@isye.gatech.edu<br />

(404) 894-2325<br />

(Editorial Board membership continued on inside back cover.)<br />

<strong>Operations</strong> <strong>Research</strong> (ISSN 0030-364X) is a bimonthly journal published by the <strong>Institute</strong> <strong>for</strong> <strong>Operations</strong> <strong>Research</strong> and the Management Sciences at 7240 Parkway Drive, Suite<br />

300, Hanover, Maryland 21076. Periodicals postage paid at Hanover, MD 21076, and at additional mailing offices. POSTMASTER: Send address changes to <strong>Operations</strong> <strong>Research</strong>,<br />

INFORMS, 7240 Parkway Drive, Suite 300, Hanover, Maryland 21076. Subscription prices per volume, print and online: institutions—$500 (US), $542 (non-US); members—$100,<br />

nonmembers—$250 (US), $292 (non-US); students and retired members—$50. Additional subscription options and rates are available online at www.in<strong>for</strong>ms.org/Pubs. Printed<br />

by The Sheridan Press, Hanover, PA 17331. Printed in the U.S.A. <strong>Front</strong> cover graphic: Mark Tomalty/Masterfile. As a condition of final acceptance of a paper <strong>for</strong> publication in<br />

<strong>Operations</strong> <strong>Research</strong>, the author(s) must indicate if their paper is posted on a working paper website, other than their own. They are responsible <strong>for</strong> assuring that, if any part of the<br />

paper has been copyrighted <strong>for</strong> prepublication as a working paper, the copyright can and will be transferred to INFORMS when the paper has been accepted. This includes both<br />

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not serve as <strong>for</strong>mal repositories. Permission to make digital/hard copy of part or all of this work <strong>for</strong> personal or classroom use is granted without fee provided that copies are not<br />

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<strong>Institute</strong> <strong>for</strong> <strong>Operations</strong> <strong>Research</strong> and the Management Sciences (INFORMS). Distribution through coursepacks is permitted provided that permission is obtained from INFORMS<br />

and a fee is paid. To republish, post on servers, or redistribute to lists requires prior specific permission and, in some cases, a fee. Address requests regarding reprint permission to<br />

the <strong>Institute</strong> <strong>for</strong> <strong>Operations</strong> <strong>Research</strong> and the Management Sciences, 7240 Parkway Drive, Suite 300, Hanover, Maryland 21076, permissions@in<strong>for</strong>ms.org. To copy otherwise is<br />

permitted provided that a per-copy fee is paid through the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923, www.copyright.com.


O PERATIONS R ESEARCH<br />

Contents Volume 60 • Number 4 • July–August 2012<br />

http://or.pubs.in<strong>for</strong>ms.org/<br />

iii I n T h i s I s s u e<br />

Vol. 60, No. 4, July–August 2012, pp. i–ii<br />

ISSN 0030-364X (print) ISSN 1526-5463 (online)<br />

C r o s s c u t t i n g A r e a s<br />

739 Conditional Value-at-Risk and Average Value-at-Risk: Estimation and Asymptotics<br />

So Yeon Chun, Alexander Shapiro, Stan Uryasev<br />

757 A Broader View of Designing the Liver Allocation System EC<br />

Mustafa Akan, Oguzhan Alagoz, Baris Ata, Fatih Safa Erenay, Adnan Said<br />

C o n t e x t u a l A r e a s<br />

771 Bullwhip Effect Measurement and Its Implications<br />

Li Chen, Hau L. Lee<br />

785 Ordering Policies <strong>for</strong> Periodic-Review Inventory Systems with Quantity-Dependent<br />

Fixed Costs EC<br />

Ozgun Caliskan-Demirag, Youhua (Frank) Chen, Yi Yang<br />

797 Technical Note—On Optimal Policies <strong>for</strong> Inventory Systems with Batch Ordering EC<br />

Woonghee Tim Huh, Ganesh Janakiraman<br />

803 Strategies <strong>for</strong> a Centralized Single Product Multiclass M/G/1 Make-to-Stock Queue EC<br />

Hossein Abouee-Mehrizi, Barı¸s Balcıo˘glu, Opher Baron<br />

813 Priority Assignment in Emergency Response<br />

Evin Uzun Jacobson, Nilay Tanık Argon, Serhan Ziya<br />

833 Learning Consumer Tastes Through Dynamic Assortments EC<br />

Canan Ulu, Dorothée Honhon, Aydın Alptekino˘glu<br />

850 Solving an Infinite Horizon Adverse Selection Model Through Finite Policy Graphs<br />

Hao Zhang<br />

865 Robust Assortment Optimization in Revenue Management Under the Multinomial<br />

Logit Choice Model EC<br />

Paat Rusmevichientong, Huseyin Topaloglu<br />

883 Optimal Pricing in Networks with Externalities EC<br />

Ozan Candogan, Kostas Bimpikis, Asuman Ozdaglar<br />

906 Release Time Scheduling and Hub Location <strong>for</strong> Next-Day Delivery EC<br />

Hande Yaman, Oya Ekin Karasan, Bahar Y. Kara<br />

(Continues on page ii)<br />

<strong>Operations</strong> <strong>Research</strong><br />

© 2012 INFORMS


M e t h o d s<br />

918 A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands<br />

Minjiao Zhang, Simge Küçükyavuz, Hande Yaman<br />

936 Robust and Stochastically Weighted Multiobjective Optimization Models and<br />

Re<strong>for</strong>mulations EC<br />

Jian Hu, Sanjay Mehrotra<br />

954 Three Ideas <strong>for</strong> the Quadratic Assignment Problem<br />

Matteo Fischetti, Michele Monaci, Domenico Salvagnin<br />

965 Dynamic Pricing Under a General Parametric Choice Model EC<br />

Josef Broder, Paat Rusmevichientong<br />

981 Hazard Rate Scaling of the Abandonment Distribution <strong>for</strong> the GI/M/n + GI Queue in<br />

Heavy Traffic EC<br />

Josh Reed, Tolga Tezcan<br />

996 Overflow Networks: Approximations and Implications to Call Center Outsourcing EC<br />

Itai Gurvich, Ohad Perry<br />

1010 A p p r e c i a t i o n t o 2011 R e f e r e e s<br />

1015 2 0 1 1 M e r i t o r i o u s S e r v i c e A w a r d Re c i p i e n t s<br />

EC Electronic companions designated above are available as part of the online version at<br />

http://or.journal.in<strong>for</strong>ms.org/.<br />

Articles in Advance. For in<strong>for</strong>mation and to access Articles in Advance <strong>for</strong> <strong>Operations</strong> <strong>Research</strong>, visit<br />

http://or.pubs.in<strong>for</strong>ms.org/.<br />

ii <strong>Operations</strong> <strong>Research</strong> 60(4), pp. i–ii, © 2012 INFORMS


UNCOMMON CAREERS AND AN UNCOMMON<br />

APPROACH TO RESEARCH<br />

<strong>Research</strong> is the driving <strong>for</strong>ce behind our property loss-prevention engineering and understanding of the hazards our clients face. FM Global has been the leader in property loss-prevention<br />

research <strong>for</strong> more than 175 years, and our research department is responsible <strong>for</strong> some of the most important breakthroughs in fire protection and loss-prevention engineering.<br />

Sr. <strong>Research</strong> Scientist – Statistician<br />

The position typically conducts work as part of a research program or project under the supervision of a Team or Program manager. The position will focus on the use of statistics<br />

to analyze all facets of data analysis.<br />

• Must have a Ph.D. in a quantitative science with a major or concentration in<br />

statistics, with 0-4 years experience preferred.<br />

Sr. <strong>Research</strong> Scientist / Sr. <strong>Research</strong> Specialist – Risk & Uncertainty Team Lead<br />

This position will serve as Technical Team Leader to the FM Global <strong>Research</strong> Area Director of Risk, Reliability and Failure Prevention and must exhibit technical and personal leadership,<br />

in addition to technical expertise and problem solving skills to develop new projects and programs and per<strong>for</strong>m challenging work on projects as part of one or more research programs.<br />

A Ph.D. in a quantitative science such as statistics, applied mathematics or operations research or engineering with a concentration in mathematical statistics, and 5+ years of<br />

relevant experience is required with:<br />

• Excellent verbal, written and oral communication skills with a track record of professional<br />

publications and presentations.<br />

• A demonstrated ability to efficiently solve complex problems including the development<br />

of new methods as required.<br />

• Leadership skills demonstrated through interactions with diverse technical staff<br />

both within and outside their discipline.<br />

Please email resume with "position" noted in the Subject line to tiara.adducie@fmglobal.com<br />

Your career. Explored.<br />

Insurance evolved.<br />

fmglobal.com/careers<br />

FM Global is an Equal Opportunity Employer. ©2012 FM Global. All rights reserved.<br />

• Familiar with Excel, Access, Minitab, SQL, MATLAB, Visual Basic, or equivalent<br />

applications as well as Bayesian methods, Monte Carlo and bootstrapping techniques,<br />

and have the ability to define causal relationships from analyses.<br />

• Application of Excel, Access, Minitab, SQL, MATLAB, Visual Basic, or equivalent<br />

applications as well as a strong knowledge of Bayesian methods, Monte Carlo and<br />

bootstrapping techniques.<br />

• Knowledge of Data Envelopment Analysis and supply chain analysis methods<br />

would be advantageous.


ASSOCIATE EDITORS<br />

Ali Abbas<br />

University of Illinois at<br />

Urbana–Champaign<br />

Shabbir Ahmed<br />

Georgia <strong>Institute</strong> of Technology<br />

Oguzhan Alagoz<br />

University of Wisconsin,<br />

Madison<br />

Eric Anderson<br />

Northwestern University<br />

Ravi Anupindi<br />

University of Michigan<br />

Mor Armony<br />

New York University<br />

Baris Ata<br />

Northwestern University<br />

Alper Atamturk<br />

University of Cali<strong>for</strong>nia,<br />

Berkeley<br />

Michael Atkinson<br />

Naval Postgraduate School<br />

Michael Ball<br />

University of Maryland<br />

Arnold Barnett<br />

Massachusetts <strong>Institute</strong><br />

of Technology<br />

Russell Barton<br />

Pennsylvania State University<br />

Manel Baucells<br />

Universitat Pompeu Fabra<br />

Amir Beck<br />

Technion, Israel<br />

Damian R. Beil<br />

University of Michigan<br />

David Bell<br />

Harvard University<br />

Peter C. Bell<br />

University of Western Ontario<br />

Fernando Bernstein<br />

Duke University<br />

Omar Besbes<br />

Columbia University<br />

Michel Bierlaire<br />

École Polytechnique Fédérale<br />

de Lausanne (EPFL),<br />

Switzerland<br />

John R. Birge<br />

University of Chicago<br />

Mark Broadie<br />

Columbia University<br />

David B. Brown<br />

Duke University<br />

Sam Burer<br />

University of Iowa<br />

James B. Bushnell<br />

University of Cali<strong>for</strong>nia,<br />

Davis<br />

Alberto Caprara<br />

University of Bologna<br />

Xin Chen<br />

University of Illinois at<br />

Urbana–Champaign<br />

Mung Chiang<br />

Princeton University<br />

William L. Cooper<br />

University of Minnesota<br />

Charles Corbett<br />

University of Cali<strong>for</strong>nia,<br />

Los Angeles<br />

Jose R. Correa<br />

Universidad de Chile<br />

Gregory DeCroix<br />

University of Wisconsin,<br />

Madison<br />

Rommert Dekker<br />

Erasmus School of Economics<br />

René de Koster<br />

Erasmus Univeristy<br />

Shijie Deng<br />

Georgia <strong>Institute</strong> of Technology<br />

Francis E. de Vericourt<br />

INSEAD<br />

Antonius Dieker<br />

Georgia <strong>Institute</strong> of Technology<br />

Izak Duenyas<br />

University of Michigan<br />

Ozlem Ergun<br />

Georgia <strong>Institute</strong> of Technology<br />

Awi Federgruen<br />

Columbia University<br />

Jerzy Filar<br />

Flinders University<br />

Jan C. Fransoo<br />

Technische Universiteit<br />

Eindhoven, The Netherlands<br />

Peter Frazier<br />

Cornell University<br />

Jérémie Gallien<br />

London Business School<br />

Ayalvadi Ganesh<br />

University of Bristol<br />

Vishal Gaur<br />

Cornell University<br />

Kay Giesecke<br />

Stan<strong>for</strong>d University<br />

Boaz Golany<br />

Technion, Israel<br />

Oktay Günlük<br />

IBM <strong>Research</strong><br />

Itai Gurvich<br />

Northwestern University<br />

Albert Y. Ha<br />

Hong Kong University of<br />

Science and Technology<br />

Peter Haas<br />

IBM Almaden <strong>Research</strong> Center<br />

Nicholas G. Hall<br />

The Ohio State University<br />

John J. Hasenbein<br />

University of Texas at Austin<br />

Martin Haugh<br />

Columbia University<br />

Dick den Hertog<br />

Tilburg University<br />

L. Jeff Hong<br />

Hong Kong University of<br />

Science and Technology<br />

Ali Jadbabaie<br />

University of Pennsylvania<br />

Ramesh Johari<br />

Stan<strong>for</strong>d University<br />

Roman Kapuscinski<br />

University of Michigan<br />

Jeffrey Kharoufeh<br />

University of Pittsburgh<br />

Daniel Kuhn<br />

Imperial College London<br />

Gilbert Laporte<br />

HEC Montréal, Canada<br />

Chung-Yee Lee<br />

Hong Kong University of<br />

Science and Technology<br />

Adam Letch<strong>for</strong>d<br />

Lancaster University<br />

Retsef Levi<br />

Massachusetts <strong>Institute</strong><br />

of Technology<br />

Mark Lewis<br />

Cornell University<br />

Andrew Lim<br />

University of Cali<strong>for</strong>nia,<br />

Berkeley<br />

Kyle Y. Lin<br />

Naval Postgraduate School<br />

Jeffrey T. Linderoth<br />

University of Wisconsin, Madison<br />

Vadim Linetsky<br />

Northwestern University<br />

Shie Mannor<br />

Technion, Israel<br />

Patrice Marcotte<br />

Université de Montréal,<br />

Canada<br />

Thomas McCormick<br />

University of British Columbia<br />

Adam Mersereau<br />

University of North Carolina<br />

Ciamac Moallemi<br />

Columbia University<br />

Kamran Moinzadeh<br />

University of Washington<br />

Andrea Montanari<br />

Stan<strong>for</strong>d University<br />

Karthik Natarajan<br />

Singapore University of Technology<br />

and Design<br />

Alexandra Newman<br />

Colorado School of Mines<br />

Tava Olsen<br />

University of Auckland<br />

Ozalp Ozer<br />

University of Texas at Dallas<br />

Rodney Parker<br />

University of Chicago<br />

Raghu Pasupathy<br />

Virginia Tech<br />

Georgia Perakis<br />

Massachusetts <strong>Institute</strong><br />

of Technology<br />

Georg Ch. Pflug<br />

University of Vienna<br />

Andy B. Philpott<br />

University of Auckland<br />

Erica Lee Plambeck<br />

Stan<strong>for</strong>d University<br />

Ioana Popescu<br />

INSEAD<br />

Warren Powell<br />

Princeton University<br />

Ramandeep Randhawa<br />

University of Southern<br />

Cali<strong>for</strong>nia<br />

Randall S. Robinson<br />

Kaj A. Rosling<br />

Linnaeus University<br />

Johannes Royset<br />

Naval Postgraduate School<br />

Mikael Ronnqvist<br />

Norwegian School of<br />

Economics and Business<br />

Administration<br />

Paat Rusmevichientong<br />

University of Southern<br />

Cali<strong>for</strong>nia<br />

Martin Savelsbergh<br />

The University of Newcastle,<br />

Australia<br />

Alan Scheller-Wolf<br />

Carnegie Mellon University<br />

Nicola Secomandi<br />

Carnegie Mellon University<br />

Jay Sethuraman<br />

Columbia University<br />

Devavrat Shah<br />

Massachusetts <strong>Institute</strong><br />

of Technology<br />

Sanjay Shakkottai<br />

University of Texas at Austin<br />

Max Zuo-Jun Shen<br />

University of Cali<strong>for</strong>nia,<br />

Berkeley<br />

Melvyn Sim<br />

National University of<br />

Singapore<br />

J. Cole Smith<br />

University of Florida<br />

Jim Smith<br />

Duke University<br />

Xuanming Su<br />

University of Pennsylvania<br />

Peng Sun<br />

Duke University<br />

Roberto Szechtman<br />

Naval Postgraduate School<br />

Terry Taylor<br />

University of Cali<strong>for</strong>nia,<br />

Berkeley<br />

Tolga Tezcan<br />

University of Rochester<br />

Huseyin Topaloglu<br />

Cornell University<br />

Olivier Toubia<br />

Columbia University<br />

Ilia Tsetlin<br />

INSEAD<br />

Garrett van Ryzin<br />

Columbia University<br />

Gustavo Vulcano<br />

New York University<br />

Amy R. Ward<br />

University of Southern<br />

Cali<strong>for</strong>nia<br />

Adam Wierman<br />

Cali<strong>for</strong>nia <strong>Institute</strong><br />

of Technology<br />

Susan Xu<br />

Pennsylvania State University<br />

David Yao<br />

Columbia University<br />

Wenan Zang<br />

University of Hong Kong<br />

Greg Zaric<br />

University of Western Ontario<br />

Jiawei Zhang<br />

New York University<br />

Shuzhong Zhang<br />

University of Minnesota<br />

Yao Zhao<br />

Rutgers University<br />

Shaohui Zheng<br />

Hong Kong University of<br />

Science and Technology<br />

Xunyu Zhou<br />

University of Ox<strong>for</strong>d<br />

Yong-Pin Zhou<br />

University of Washington,<br />

Seattle<br />

A Journal of the <strong>Institute</strong> <strong>for</strong> <strong>Operations</strong> <strong>Research</strong> and the Management Sciences


The mission of <strong>Operations</strong> <strong>Research</strong><br />

<strong>Operations</strong> <strong>Research</strong> aims to publish high quality papers<br />

that represent the true breadth of the methodologies<br />

and applications that define our field. It serves the entire<br />

operations research community, including practitioners,<br />

researchers, educators, and students. In that respect,<br />

the papers that appear in the journal must<br />

satisfy three essential requirements: operations-focused,<br />

scientific, broad.<br />

For more details and up-to-date policies,<br />

please visit our home page:<br />

http://or.pubs.in<strong>for</strong>ms.org/.<br />

Advisory Board<br />

Patrick T. Harker<br />

University of Delaware<br />

HauL.Lee<br />

Stan<strong>for</strong>d University<br />

Thomas L. Magnanti<br />

Massachusetts <strong>Institute</strong> of Technology<br />

George L. Nemhauser<br />

Georgia <strong>Institute</strong> of Technology<br />

William P. Pierskalla<br />

University of Cali<strong>for</strong>nia, Los Angeles<br />

H. Donald Ratliff<br />

Georgia <strong>Institute</strong> of Technology<br />

Ward Whitt<br />

Columbia University

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