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Real Options in Operations Research: A Review

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  • Trigeorgis, Lenos
  • Tsekrekos, Andrianos E.

Abstract

The Real Options approach to decision-making has been useful in capturing and valuing the flexibility inherent in many operating decisions that decision makers are faced with. In Operations Research (OR), a field that encompasses a plethora of problem-solving techniques for improving decision-making, we note an observable steady increase in contributions that apply the Real Options approach to model, analyze and evaluate flexible operating alternatives available to decision-makers or to optimize the operational efficiency of decision timing. We review 164 papers that appeared in five internationally-renowned OR journals in the last twelve years, cataloguing the main subject themes and contributions where the Real Options approach has been most valuable to Operations Research. We classify the reviewed papers into six main subject themes, and identify their main characteristics, the modeling approaches used, key issues and sub-categories. We further document current trends and suggest promising opportunities for future research.

Suggested Citation

  • Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
  • Handle: RePEc:eee:ejores:v:270:y:2018:i:1:p:1-24
    DOI: 10.1016/j.ejor.2017.11.055
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    1. Zhao, Yingxue & Yang, Liu & Cheng, T.C.E. & Ma, Lijun & Shao, Xinjian, 2013. "A value-based approach to option pricing: The case of supply chain options," International Journal of Production Economics, Elsevier, vol. 143(1), pages 171-177.
    2. Dulluri, Sandeep & Raghavan, N.R. Srinivasa, 2008. "Collaboration in tool development and capacity investments in high technology manufacturing networks," European Journal of Operational Research, Elsevier, vol. 187(3), pages 962-977, June.
    3. Ohyama, Atsuyuki & Tsujimura, Motoh, 2008. "Induced effects and technological innovation with strategic environmental policy," European Journal of Operational Research, Elsevier, vol. 190(3), pages 834-854, November.
    4. Huisman, Kuno J. M. & Kort, Peter M., 2004. "Strategic technology adoption taking into account future technological improvements: A real options approach," European Journal of Operational Research, Elsevier, vol. 159(3), pages 705-728, December.
    5. Anna Battauz & Marzia De Donno & Alessandro Sbuelz, 2015. "Real Options and American Derivatives: The Double Continuation Region," Management Science, INFORMS, vol. 61(5), pages 1094-1107, May.
    6. Wang, Juite & Yang, Chung-Yu, 2012. "Flexibility planning for managing R&D projects under risk," International Journal of Production Economics, Elsevier, vol. 135(2), pages 823-831.
    7. Andrea Gamba & Nicola Fusari, 2009. "Valuing Modularity as a Real Option," Management Science, INFORMS, vol. 55(11), pages 1877-1896, November.
    8. Timothy B. Folta & Frédéric Delmar & Karl Wennberg, 2010. "Hybrid Entrepreneurship," Management Science, INFORMS, vol. 56(2), pages 253-269, February.
    9. Thijssen, Jacco J. J. & Huisman, Kuno J. M. & Kort, Peter M., 2004. "The effect of information streams on capital budgeting decisions," European Journal of Operational Research, Elsevier, vol. 157(3), pages 759-774, September.
    10. De Reyck, Bert & Degraeve, Zeger & Vandenborre, Roger, 2008. "Project options valuation with net present value and decision tree analysis," European Journal of Operational Research, Elsevier, vol. 184(1), pages 341-355, January.
    11. Moon, Yongma & Yao, Tao & Jiang, Bin, 2011. "Outsourcing versus joint venture from vendor's perspective," International Journal of Production Economics, Elsevier, vol. 129(1), pages 23-31, January.
    12. E. Brandão, Luiz & Dyer, James S. & Hahn, Warren J., 2012. "Volatility estimation for stochastic project value models," European Journal of Operational Research, Elsevier, vol. 220(3), pages 642-648.
    13. Zapata, Juan C. & Reklaitis, Gintaras V., 2010. "Valuation of project portfolios: An endogenously discounted method," European Journal of Operational Research, Elsevier, vol. 206(3), pages 653-666, November.
    14. Heikkinen, T. & Pietola, K., 2009. "Investment and the dynamic cost of income uncertainty: The case of diminishing expectations in agriculture," European Journal of Operational Research, Elsevier, vol. 192(2), pages 634-646, January.
    15. Shibata, Takashi & Yamazaki, Hiroshi, 2010. "Strategic investment timing under asymmetric access charge regulation in telecommunications," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1689-1701, December.
    16. J. Michael Harrison & Nur Sunar, 2015. "Investment Timing with Incomplete Information and Multiple Means of Learning," Operations Research, INFORMS, vol. 63(2), pages 442-457, April.
    17. Lukas, Elmar & Welling, Andreas, 2014. "Timing and eco(nomic) efficiency of climate-friendly investments in supply chains," European Journal of Operational Research, Elsevier, vol. 233(2), pages 448-457.
    18. Antelo, Manel & Bru, Lluis, 2010. "Outsourcing or restructuring: The dynamic choice," International Journal of Production Economics, Elsevier, vol. 123(1), pages 1-7, January.
    19. Tat Chan & Jack A. Nickerson & Hideo Owan, 2007. "Strategic Management of R& D Pipelines with Cospecialized Investments and Technology Markets," Management Science, INFORMS, vol. 53(4), pages 667-682, April.
    20. Borgonovo, E. & Gatti, S. & Peccati, L., 2010. "What drives value creation in investment projects? An application of sensitivity analysis to project finance transactions," European Journal of Operational Research, Elsevier, vol. 205(1), pages 227-236, August.
    21. Ramasesh, Ranga & Tirupati, Devanath & Vaitsos, Constantin A., 2010. "Modeling process-switching decisions under product life cycle uncertainty," International Journal of Production Economics, Elsevier, vol. 126(2), pages 236-246, August.
    22. Reindorp, Matthew J. & Fu, Michael C., 2011. "Capital renewal as a real option," European Journal of Operational Research, Elsevier, vol. 214(1), pages 109-117, October.
    23. Paul Glasserman & Zhenyu Wang, 2011. "Valuing the Treasury's Capital Assistance Program," Management Science, INFORMS, vol. 57(7), pages 1195-1211, July.
    24. Chronopoulos, Michail & De Reyck, Bert & Siddiqui, Afzal, 2011. "Optimal investment under operational flexibility, risk aversion, and uncertainty," European Journal of Operational Research, Elsevier, vol. 213(1), pages 221-237, August.
    25. Leonardo P. Santiago & Pirooz Vakili, 2005. "On the Value of Flexibility in R&D Projects," Management Science, INFORMS, vol. 51(8), pages 1206-1218, August.
    26. Praveen Kumar & Stuart M. Turnbull, 2008. "Optimal Patenting and Licensing of Financial Innovations," Management Science, INFORMS, vol. 54(12), pages 2012-2023, December.
    27. Nalin Kulatilaka & Lihui Lin, 2006. "Impact of Licensing on Investment and Financing of Technology Development," Management Science, INFORMS, vol. 52(12), pages 1824-1837, December.
    28. Ahmed Al sharif & Ruwen Qin, 2015. "Double-sided price adjustment flexibility with a preemptive right to exercise," Annals of Operations Research, Springer, vol. 226(1), pages 29-50, March.
    29. Wallace, Stein W. & Choi, Tsan-Ming, 2011. "Flexibility, information structure, options, and market power in robust supply chains," International Journal of Production Economics, Elsevier, vol. 134(2), pages 284-288, December.
    30. Dirk Hackbarth & Richmond Mathews & David Robinson, 2014. "Capital Structure, Product Market Dynamics, and the Boundaries of the Firm," Management Science, INFORMS, vol. 60(12), pages 2971-2993, December.
    31. Jan A. Van Mieghem, 2007. "Risk Mitigation in Newsvendor Networks: Resource Diversification, Flexibility, Sharing, and Hedging," Management Science, INFORMS, vol. 53(8), pages 1269-1288, August.
    32. Kamrad, Bardia & Lele, Shreevardhan S. & Siddique, Akhtar & Thomas, Robert J., 2005. "Innovation diffusion uncertainty, advertising and pricing policies," European Journal of Operational Research, Elsevier, vol. 164(3), pages 829-850, August.
    33. Dias, José Carlos & Shackleton, Mark B., 2011. "Hysteresis effects under CIR interest rates," European Journal of Operational Research, Elsevier, vol. 211(3), pages 594-600, June.
    34. Azevedo, Alcino & Paxson, Dean, 2014. "Developing real option game models," European Journal of Operational Research, Elsevier, vol. 237(3), pages 909-920.
    35. Bruno Cassiman & Masako Ueda, 2006. "Optimal Project Rejection and New Firm Start-ups," Management Science, INFORMS, vol. 52(2), pages 262-275, February.
    36. Dong, Lingxiu & Kouvelis, Panos & Su, Ping, 2014. "Operational hedging strategies and competitive exposure to exchange rates," International Journal of Production Economics, Elsevier, vol. 153(C), pages 215-229.
    37. Di Corato, Luca & Montinari, Natalia, 2014. "Flexible waste management under uncertainty," European Journal of Operational Research, Elsevier, vol. 234(1), pages 174-185.
    38. Tianyang Wang & James S. Dyer, 2012. "A Copulas-Based Approach to Modeling Dependence in Decision Trees," Operations Research, INFORMS, vol. 60(1), pages 225-242, February.
    39. Bøckman, Thor & Fleten, Stein-Erik & Juliussen, Erik & Langhammer, Håvard J. & Revdal, Ingemar, 2008. "Investment timing and optimal capacity choice for small hydropower projects," European Journal of Operational Research, Elsevier, vol. 190(1), pages 255-267, October.
    40. Peter Berling & Kaj Rosling, 2005. "The Effects of Financial Risks on Inventory Policy," Management Science, INFORMS, vol. 51(12), pages 1804-1815, December.
    41. Takezawa, Naoya & Rajasekera, Jay & So, Kut C., 2007. "Risk hedging through forward supply contract and equity ownership in a spin-off decision," International Journal of Production Economics, Elsevier, vol. 106(2), pages 532-543, April.
    42. M. Wahab & Chi-Guhn Lee, 2011. "Pricing swing options with regime switching," Annals of Operations Research, Springer, vol. 185(1), pages 139-160, May.
    43. Shibata, Takashi & Nishihara, Michi, 2011. "Interactions between investment timing and management effort under asymmetric information: Costs and benefits of privatized firms," European Journal of Operational Research, Elsevier, vol. 215(3), pages 688-696, December.
    44. Chou, Yon-Chun & Cheng, C.-T. & Yang, Feng-Cheng & Liang, Yi-Yu, 2007. "Evaluating alternative capacity strategies in semiconductor manufacturing under uncertain demand and price scenarios," International Journal of Production Economics, Elsevier, vol. 105(2), pages 591-606, February.
    45. Shibata, Takashi & Nishihara, Michi, 2015. "Investment timing, debt structure, and financing constraints," European Journal of Operational Research, Elsevier, vol. 241(2), pages 513-526.
    46. Kettunen, Janne & Grushka-Cockayne, Yael & Degraeve, Zeger & De Reyck, Bert, 2015. "New product development flexibility in a competitive environment," European Journal of Operational Research, Elsevier, vol. 244(3), pages 892-904.
    47. Sbuelz, Alessandro & Caliari, Marco, 2012. "Revisiting corporate growth options in the presence of state-dependent cashflow risk," European Journal of Operational Research, Elsevier, vol. 220(1), pages 286-294.
    48. Scandizzo, Pasquale L. & Ventura, Marco, 2010. "Sharing risk through concession contracts," European Journal of Operational Research, Elsevier, vol. 207(1), pages 363-370, November.
    49. Bardia Kamrad & Akhtar Siddique, 2004. "Supply Contracts, Profit Sharing, Switching, and Reaction Options," Management Science, INFORMS, vol. 50(1), pages 64-82, January.
    50. Pennings, Enrico & Sereno, Luigi, 2011. "Evaluating pharmaceutical R&D under technical and economic uncertainty," European Journal of Operational Research, Elsevier, vol. 212(2), pages 374-385, July.
    51. Apostolos Burnetas & Peter Ritchken, 2005. "Option Pricing with Downward-Sloping Demand Curves: The Case of Supply Chain Options," Management Science, INFORMS, vol. 51(4), pages 566-580, April.
    52. Sanjeev Dewan & Charles Shi & Vijay Gurbaxani, 2007. "Investigating the Risk-Return Relationship of Information Technology Investment: Firm-Level Empirical Analysis," Management Science, INFORMS, vol. 53(12), pages 1829-1842, December.
    53. Yan, Tingting & Dooley, Kevin J., 2010. "Entry timing in a secondary market: When to trade?," International Journal of Production Economics, Elsevier, vol. 124(1), pages 62-74, March.
    54. Huang, Ming-Guan, 2009. "Real options approach-based demand forecasting method for a range of products with highly volatile and correlated demand," European Journal of Operational Research, Elsevier, vol. 198(3), pages 867-877, November.
    55. Moon, Yongma & Yao, Tao & Park, Sungsoon, 2011. "Price negotiation under uncertainty," International Journal of Production Economics, Elsevier, vol. 134(2), pages 413-423, December.
    56. Zheng, Shiyuan & Negenborn, Rudy R., 2015. "Price negotiation between supplier and buyer under uncertainty with fixed demand and elastic demand," International Journal of Production Economics, Elsevier, vol. 167(C), pages 35-44.
    57. Stephen C. Graves & Sean P. Willems, 2005. "Optimizing the Supply Chain Configuration for New Products," Management Science, INFORMS, vol. 51(8), pages 1165-1180, August.
    58. Du, Rong & Hu, Qiying & Ai, Shizhong, 2007. "Stochastic optimal budget decision for advertising considering uncertain sales responses," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1042-1054, December.
    59. Morgan, Horatio M. & Ngwenyama, Ojelanki, 2015. "Real options, learning cost and timing software upgrades: Towards an integrative model for enterprise software upgrade decision analysis," International Journal of Production Economics, Elsevier, vol. 168(C), pages 211-223.
    60. Guoming Lai & Mulan X. Wang & Sunder Kekre & Alan Scheller-Wolf & Nicola Secomandi, 2011. "Valuation of Storage at a Liquefied Natural Gas Terminal," Operations Research, INFORMS, vol. 59(3), pages 602-616, June.
    61. Spinler, Stefan & Huchzermeier, Arnd, 2006. "The valuation of options on capacity with cost and demand uncertainty," European Journal of Operational Research, Elsevier, vol. 171(3), pages 915-934, June.
    62. Carlos Bastian-Pinto & Luiz Brandão & Mariana Lemos Alves, 2010. "Valuing the switching flexibility of the ethanol-gas flex fuel car," Annals of Operations Research, Springer, vol. 176(1), pages 333-348, April.
    63. Skintzi, Georgia & Ioannou, George & Prastacos, Gregory, 2008. "Investigating warehousing policies," International Journal of Production Economics, Elsevier, vol. 112(2), pages 955-970, April.
    64. Mor Armony & Constantinos Maglaras, 2004. "Contact Centers with a Call-Back Option and Real-Time Delay Information," Operations Research, INFORMS, vol. 52(4), pages 527-545, August.
    65. Arvids A. Ziedonis, 2007. "Real Options in Technology Licensing," Management Science, INFORMS, vol. 53(10), pages 1618-1633, October.
    66. Kort, Peter M. & Murto, Pauli & Pawlina, Grzegorz, 2010. "Uncertainty and stepwise investment," European Journal of Operational Research, Elsevier, vol. 202(1), pages 196-203, April.
    67. Derek J. Clark & Kai A. Konrad, 2008. "Fragmented Property Rights and Incentives for R& D," Management Science, INFORMS, vol. 54(5), pages 969-981, May.
    68. Adkins, Roger & Paxson, Dean, 2013. "The effect of tax depreciation on the stochastic replacement policy," European Journal of Operational Research, Elsevier, vol. 229(1), pages 155-164.
    69. Graf, M. & Kimms, A., 2013. "Transfer price optimization for option-based airline alliance revenue management," International Journal of Production Economics, Elsevier, vol. 145(1), pages 281-293.
    70. Kong, Jean J. & Kwok, Yue Kuen, 2007. "Real options in strategic investment games between two asymmetric firms," European Journal of Operational Research, Elsevier, vol. 181(2), pages 967-985, September.
    71. Yao-Wen Hsu & Bart Lambrecht, 2007. "Preemptive patenting under uncertainty and asymmetric information," Annals of Operations Research, Springer, vol. 151(1), pages 5-28, April.
    72. Murto, Pauli & Nasakkala, Erkka & Keppo, Jussi, 2004. "Timing of investments in oligopoly under uncertainty: A framework for numerical analysis," European Journal of Operational Research, Elsevier, vol. 157(2), pages 486-500, September.
    73. Shantanu Bhattacharya & Vibha Gaba & Sameer Hasija, 2015. "A Comparison of Milestone-Based and Buyout Options Contracts for Coordinating R&D Partnerships," Management Science, INFORMS, vol. 61(5), pages 963-978, May.
    74. Wang, Xunxiao & Wu, Chongfeng & Xu, Weidong, 2015. "When to buy or sell in supply chains with the presence of mergers," International Journal of Production Economics, Elsevier, vol. 163(C), pages 137-145.
    75. Pendharkar, Parag C., 2010. "Valuing interdependent multi-stage IT investments: A real options approach," European Journal of Operational Research, Elsevier, vol. 201(3), pages 847-859, March.
    76. Chen, Ruoran & Deng, Tianhu & Huang, Simin & Qin, Ruwen, 2015. "Optimal crude oil procurement under fluctuating price in an oil refinery," European Journal of Operational Research, Elsevier, vol. 245(2), pages 438-445.
    77. Nicos Koussis & Spiros Martzoukos & Lenos Trigeorgis, 2007. "Real R&D options with time-to-learn and learning-by-doing," Annals of Operations Research, Springer, vol. 151(1), pages 29-55, April.
    78. Zmeskal, Zdenek, 2010. "Generalised soft binomial American real option pricing model (fuzzy-stochastic approach)," European Journal of Operational Research, Elsevier, vol. 207(2), pages 1096-1103, December.
    79. Zugang Liu & Anna Nagurney, 2013. "Supply chain networks with global outsourcing and quick-response production under demand and cost uncertainty," Annals of Operations Research, Springer, vol. 208(1), pages 251-289, September.
    80. Banerjee, Shantanu & Güçbilmez, Ufuk & Pawlina, Grzegorz, 2014. "Optimal exercise of jointly held real options: A Nash bargaining approach with value diversion," European Journal of Operational Research, Elsevier, vol. 239(2), pages 565-578.
    81. Bobtcheff, Catherine & Villeneuve, Stéphane, 2010. "Technology choice under several uncertainty sources," European Journal of Operational Research, Elsevier, vol. 206(3), pages 586-600, November.
    82. J. Muñoz & J. Contreras & J. Caamaño & P. Correia, 2011. "A decision-making tool for project investments based on real options: the case of wind power generation," Annals of Operations Research, Springer, vol. 186(1), pages 465-490, June.
    83. Qiao Liu & Kit Pong Wong, 2011. "Intellectual Capital and Financing Decisions: Evidence from the U.S. Patent Data," Management Science, INFORMS, vol. 57(10), pages 1861-1878, October.
    84. Li, Shanling & Wang, Letian, 2010. "Outsourcing and capacity planning in an uncertain global environment," European Journal of Operational Research, Elsevier, vol. 207(1), pages 131-141, November.
    85. Jiwoong Shin & Dan Ariely, 2004. "Keeping Doors Open: The Effect of Unavailability on Incentives to Keep Options Viable," Management Science, INFORMS, vol. 50(5), pages 575-586, May.
    86. Hagspiel, Verena & Huisman, Kuno J.M. & Nunes, Clàudia, 2015. "Optimal technology adoption when the arrival rate of new technologies changes," European Journal of Operational Research, Elsevier, vol. 243(3), pages 897-911.
    87. Lin, Tyrone T., 2009. "The determinant of production entry and exit model on financing behavior," European Journal of Operational Research, Elsevier, vol. 196(1), pages 258-265, July.
    88. Clark, Ephraim & Easaw, Joshy Z., 2007. "Optimal access pricing for natural monopoly networks when costs are sunk and revenues are uncertain," European Journal of Operational Research, Elsevier, vol. 178(2), pages 595-602, April.
    89. Shibata, Takashi, 2008. "The impacts of uncertainties in a real options model under incomplete information," European Journal of Operational Research, Elsevier, vol. 187(3), pages 1368-1379, June.
    90. Nishihara, Michi & Fukushima, Masao, 2008. "Evaluation of firm's loss due to incomplete information in real investment decision," European Journal of Operational Research, Elsevier, vol. 188(2), pages 569-585, July.
    91. Khansa, Lara & Liginlal, Divakaran, 2009. "Valuing the flexibility of investing in security process innovations," European Journal of Operational Research, Elsevier, vol. 192(1), pages 216-235, January.
    92. Hahn, Warren J. & Dyer, James S., 2008. "Discrete time modeling of mean-reverting stochastic processes for real option valuation," European Journal of Operational Research, Elsevier, vol. 184(2), pages 534-548, January.
    93. Wang, Qunzhi & Tsao, De-bi, 2006. "Supply contract with bidirectional options: The buyer's perspective," International Journal of Production Economics, Elsevier, vol. 101(1), pages 30-52, May.
    94. Yao Cui & Izak Duenyas & Özge Şahin, 2014. "Should Event Organizers Prevent Resale of Tickets?," Management Science, INFORMS, vol. 60(9), pages 2160-2179, September.
    95. Bulmuş, Serra Caner & Zhu, Stuart X. & Teunter, Ruud, 2013. "Capacity and production decisions under a remanufacturing strategy," International Journal of Production Economics, Elsevier, vol. 145(1), pages 359-370.
    96. Sechan Oh & Özalp Özer, 2013. "Mechanism Design for Capacity Planning Under Dynamic Evolutions of Asymmetric Demand Forecasts," Management Science, INFORMS, vol. 59(4), pages 987-1007, April.
    97. Ko, Chuan-Chuan & Lin, Tyrone T. & Yang, Chyan, 2011. "The venture capital entry model on game options with jump-diffusion process," International Journal of Production Economics, Elsevier, vol. 134(1), pages 87-94, November.
    98. F. Wu & H. Li & L. Chu & D. Sculli & K. Gao, 2009. "An approach to the valuation and decision of ERP investment projects based on real options," Annals of Operations Research, Springer, vol. 168(1), pages 181-203, April.
    99. Erwan Morellec & Philip Valta & Alexei Zhdanov, 2015. "Financing Investment: The Choice Between Bonds and Bank Loans," Management Science, INFORMS, vol. 61(11), pages 2580-2602, November.
    100. Lukas, Elmar & Reuer, Jeffrey J. & Welling, Andreas, 2012. "Earnouts in mergers and acquisitions: A game-theoretic option pricing approach," European Journal of Operational Research, Elsevier, vol. 223(1), pages 256-263.
    101. Brian Mittendorf, 2004. "Information Revelation, Incentives, and the Value of a Real Option," Management Science, INFORMS, vol. 50(12), pages 1638-1645, December.
    102. Lin, Tyrone T., 2009. "Applying the maximum NPV rule with discounted/growth factors to a flexible production scale model," European Journal of Operational Research, Elsevier, vol. 196(2), pages 628-634, July.
    103. Graf, M. & Kimms, A., 2011. "An option-based revenue management procedure for strategic airline alliances," European Journal of Operational Research, Elsevier, vol. 215(2), pages 459-469, December.
    104. d'Halluin, Y. & Forsyth, P.A. & Vetzal, K.R., 2007. "Wireless network capacity management: A real options approach," European Journal of Operational Research, Elsevier, vol. 176(1), pages 584-609, January.
    105. Berling, Peter, 2008. "The capital cost of holding inventory with stochastically mean-reverting purchase price," European Journal of Operational Research, Elsevier, vol. 186(2), pages 620-636, April.
    106. Wong, Hartanto & Potter, Andrew & Naim, Mohamed, 2011. "Evaluation of postponement in the soluble coffee supply chain: A case study," International Journal of Production Economics, Elsevier, vol. 131(1), pages 355-364, May.
    107. Benaroch, Michel & Webster, Scott & Kazaz, Burak, 2012. "Impact of sourcing flexibility on the outsourcing of services under demand uncertainty," European Journal of Operational Research, Elsevier, vol. 219(2), pages 272-283.
    108. Szmerekovsky, Joseph G., 2007. "Single machine scheduling under market uncertainty," European Journal of Operational Research, Elsevier, vol. 177(1), pages 163-175, February.
    109. Luiz Brandão & James Dyer, 2005. "Decision Analysis and Real Options: A Discrete Time Approach to Real Option Valuation," Annals of Operations Research, Springer, vol. 135(1), pages 21-39, March.
    110. Julka, Nirupam & Baines, Tim & Tjahjono, Benny & Lendermann, Peter & Vitanov, Val, 2007. "A review of multi-factor capacity expansion models for manufacturing plants: Searching for a holistic decision aid," International Journal of Production Economics, Elsevier, vol. 106(2), pages 607-621, April.
    111. Fontes, Dalila B.M.M., 2008. "Fixed versus flexible production systems: A real options analysis," European Journal of Operational Research, Elsevier, vol. 188(1), pages 169-184, July.
    112. Alexander, David Richard & Mo, Mengjia & Stent, Alan Fraser, 2012. "Arithmetic Brownian motion and real options," European Journal of Operational Research, Elsevier, vol. 219(1), pages 114-122.
    113. Fernandes, Rui & Gouveia, Borges & Pinho, Carlos, 2013. "A real options approach to labour shifts planning under different service level targets," European Journal of Operational Research, Elsevier, vol. 231(1), pages 182-189.
    114. Kim, Ki Hong & Hwang, Seong Tae & Oh, Hyung Sik & Lee, Deok Joo, 2008. "The impact of investment lags on investment decision," European Journal of Operational Research, Elsevier, vol. 190(3), pages 696-707, November.
    115. D. J. Wu & Paul R. Kleindorfer, 2005. "Competitive Options, Supply Contracting, and Electronic Markets," Management Science, INFORMS, vol. 51(3), pages 452-466, March.
    116. Kallio, Markku & Kuula, Markku & Oinonen, Sami, 2012. "Real options valuation of forest plantation investments in Brazil," European Journal of Operational Research, Elsevier, vol. 217(2), pages 428-438.
    117. Löffler, Clemens & Pfeiffer, Thomas & Schneider, Georg, 2012. "Controlling for supplier switching in the presence of real options and asymmetric information," European Journal of Operational Research, Elsevier, vol. 223(3), pages 690-700.
    118. Hans Haanappel & Han Smit, 2007. "Return distributions of strategic growth options," Annals of Operations Research, Springer, vol. 151(1), pages 57-80, April.
    119. Keswani, Aneel & Shackleton, Mark B., 2006. "How real option disinvestment flexibility augments project NPV," European Journal of Operational Research, Elsevier, vol. 168(1), pages 240-252, January.
    120. Matt Thompson & Matt Davison & Henning Rasmussen, 2004. "Valuation and Optimal Operation of Electric Power Plants in Competitive Markets," Operations Research, INFORMS, vol. 52(4), pages 546-562, August.
    121. Chronopoulos, Michail & De Reyck, Bert & Siddiqui, Afzal, 2014. "Duopolistic competition under risk aversion and uncertainty," European Journal of Operational Research, Elsevier, vol. 236(2), pages 643-656.
    122. Chun-Hung Chiu & Shui-Hung Hou & Xun Li & Wei Liu, 2017. "Real options approach for fashionable and perishable products using stock loan with regime switching," Annals of Operations Research, Springer, vol. 257(1), pages 357-377, October.
    123. Siddiqui, Afzal & Takashima, Ryuta, 2012. "Capacity switching options under rivalry and uncertainty," European Journal of Operational Research, Elsevier, vol. 222(3), pages 583-595.
    124. Li, Yihua & Tseng, Chung-Li & Hu, Guiping, 2015. "Is now a good time for Iowa to invest in cellulosic biofuels? A real options approach considering construction lead times," International Journal of Production Economics, Elsevier, vol. 167(C), pages 97-107.
    125. Ghosh, Suvankar & Troutt, Marvin D., 2012. "Complex compound option models – Can practitioners truly operationalize them?," European Journal of Operational Research, Elsevier, vol. 222(3), pages 542-552.
    126. Felix, Bastian Joachim & Weber, Christoph, 2012. "Gas storage valuation applying numerically constructed recombining trees," European Journal of Operational Research, Elsevier, vol. 216(1), pages 178-187.
    127. P. Baecker & G. Grass & U. Hommel, 2010. "Business value and risk in the presence of price controls: an option-based analysis of margin squeeze rules in the telecommunications industry," Annals of Operations Research, Springer, vol. 176(1), pages 311-332, April.
    128. Qin, Ruwen & Nembhard, David A., 2010. "Workforce agility for stochastically diffused conditions--A real options perspective," International Journal of Production Economics, Elsevier, vol. 125(2), pages 324-334, June.
    129. Stanislav Petrasek & John Perez-Garcia & B. Bare, 2015. "Valuing forestlands with stochastic timber and carbon prices," Annals of Operations Research, Springer, vol. 232(1), pages 217-234, September.
    130. Selvaprabu Nadarajah & François Margot & Nicola Secomandi, 2015. "Relaxations of Approximate Linear Programs for the Real Option Management of Commodity Storage," Management Science, INFORMS, vol. 61(12), pages 3054-3076, December.
    131. Don M. Chance & Eric Hillebrand & Jimmy E. Hilliard, 2008. "Pricing an Option on Revenue from an Innovation: An Application to Movie Box Office Revenue," Management Science, INFORMS, vol. 54(5), pages 1015-1028, May.
    132. Ning Du & David V. Budescu, 2005. "The Effects of Imprecise Probabilities and Outcomes in Evaluating Investment Options," Management Science, INFORMS, vol. 51(12), pages 1791-1803, December.
    133. Kunsch, P.L. & Ruttiens, A. & Chevalier, A., 2008. "A methodology using option pricing to determine a suitable discount rate in environmental management," European Journal of Operational Research, Elsevier, vol. 185(3), pages 1674-1679, March.
    134. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
    135. Nicola Secomandi, 2010. "Optimal Commodity Trading with a Capacitated Storage Asset," Management Science, INFORMS, vol. 56(3), pages 449-467, March.
    136. Zambujal-Oliveira, João & Duque, João, 2011. "Operational asset replacement strategy: A real options approach," European Journal of Operational Research, Elsevier, vol. 210(2), pages 318-325, April.
    137. Chevalier-Roignant, Benoît & Flath, Christoph M. & Huchzermeier, Arnd & Trigeorgis, Lenos, 2011. "Strategic investment under uncertainty: A synthesis," European Journal of Operational Research, Elsevier, vol. 215(3), pages 639-650, December.
    138. Mor Armony & Constantinos Maglaras, 2004. "On Customer Contact Centers with a Call-Back Option: Customer Decisions, Routing Rules, and System Design," Operations Research, INFORMS, vol. 52(2), pages 271-292, April.
    139. Gunasekaran, Angappa & Ngai, Eric W.T., 2012. "The future of operations management: An outlook and analysis," International Journal of Production Economics, Elsevier, vol. 135(2), pages 687-701.
    140. Chung-Li Tseng & Kyle Y. Lin, 2007. "A Framework Using Two-Factor Price Lattices for Generation Asset Valuation," Operations Research, INFORMS, vol. 55(2), pages 234-251, April.
    141. Stein Wallace, 2010. "Stochastic programming and the option of doing it differently," Annals of Operations Research, Springer, vol. 177(1), pages 3-8, June.
    142. Vishal Gaur & Sridhar Seshadri & Marti G. Subrahmanyam, 2011. "Securitization and Real Investment in Incomplete Markets," Management Science, INFORMS, vol. 57(12), pages 2180-2196, December.
    143. Delaney, Laura & Thijssen, Jacco J.J., 2015. "The impact of voluntary disclosure on a firm’s investment policy," European Journal of Operational Research, Elsevier, vol. 242(1), pages 232-242.
    144. Thomas Pfeiffer & Georg Schneider, 2007. "Residual Income-Based Compensation Plans for Controlling Investment Decisions Under Sequential Private Information," Management Science, INFORMS, vol. 53(3), pages 495-507, March.
    145. Lo Nigro, Giovanna & Morreale, Azzurra & Enea, Gianluca, 2014. "Open innovation: A real option to restore value to the biopharmaceutical R&D," International Journal of Production Economics, Elsevier, vol. 149(C), pages 183-193.
    146. Wu, Jun & Wang, Shouyang & Chao, Xiuli & Ng, C.T. & Cheng, T.C.E., 2010. "Impact of risk aversion on optimal decisions in supply contracts," International Journal of Production Economics, Elsevier, vol. 128(2), pages 569-576, December.
    147. Farnaz Farzan & Khashayar Mahani & Kaveh Gharieh & Mohsen Jafari, 2015. "Microgrid investment under uncertainty: a real option approach using closed form contingent analysis," Annals of Operations Research, Springer, vol. 235(1), pages 259-276, December.
    148. Vadim Arkin & Alexander Slastnikov, 2007. "The effect of depreciation allowances on the timing of investment and government tax revenue," Annals of Operations Research, Springer, vol. 151(1), pages 307-323, April.
    149. Richardson, Steven & Kefford, Adrian & Hodkiewicz, Melinda, 2013. "Optimised asset replacement strategy in the presence of lead time uncertainty," International Journal of Production Economics, Elsevier, vol. 141(2), pages 659-667.
    150. Leung, Chi Man & Kwok, Yue Kuen, 2012. "Patent-investment games under asymmetric information," European Journal of Operational Research, Elsevier, vol. 223(2), pages 441-451.
    151. Guoming Lai & François Margot & Nicola Secomandi, 2010. "An Approximate Dynamic Programming Approach to Benchmark Practice-Based Heuristics for Natural Gas Storage Valuation," Operations Research, INFORMS, vol. 58(3), pages 564-582, June.
    152. Benjamin Marcus & Chris K. Anderson, 2006. "Online Low-Price Guarantees---A Real Options Analysis," Operations Research, INFORMS, vol. 54(6), pages 1041-1050, December.
    153. Sergio Franklin, 2015. "Investment decisions in mobile telecommunications networks applying real options," Annals of Operations Research, Springer, vol. 226(1), pages 201-220, March.
    154. Driouchi, Tarik & Bennett, David & Simpson, Gary, 2010. "A path-dependent contingent-claims approach to capacity investments," European Journal of Operational Research, Elsevier, vol. 201(1), pages 319-323, February.
    155. Robotis, Andreas & Boyaci, Tamer & Verter, Vedat, 2012. "Investing in reusability of products of uncertain remanufacturing cost: The role of inspection capabilities," International Journal of Production Economics, Elsevier, vol. 140(1), pages 385-395.
    156. Vincenzina Messina & Valentina Bosetti, 2006. "Integrating stochastic programming and decision tree techniques in land conversion problems," Annals of Operations Research, Springer, vol. 142(1), pages 243-258, February.
    157. Ball, Daniel R. & Deshmukh, Abhijit & Kapadia, Nikunj, 2015. "An options-based approach to coordinating distributed decision systems," European Journal of Operational Research, Elsevier, vol. 240(3), pages 706-717.
    158. Inderfurth, Karl & Kelle, Peter, 2011. "Capacity reservation under spot market price uncertainty," International Journal of Production Economics, Elsevier, vol. 133(1), pages 272-279, September.
    159. Dimakopoulou, Andriana G. & Pramatari, Katerina C. & Tsekrekos, Andrianos E., 2014. "Applying real options to IT investment evaluation: The case of radio frequency identification (RFID) technology in the supply chain," International Journal of Production Economics, Elsevier, vol. 156(C), pages 191-207.
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