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A survey of adjustable robust optimization

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Cited by:

  1. T. D. Chuong & V. Jeyakumar, 2025. "Adjustable robust multiobjective linear optimization: Pareto optimal solutions via conic programming," Annals of Operations Research, Springer, vol. 346(2), pages 895-916, March.
  2. Cambier, Adrien & Chardy, Matthieu & Figueiredo, Rosa & Ouorou, Adam & Poss, Michael, 2022. "Optimizing subscriber migrations for a telecommunication operator in uncertain context," European Journal of Operational Research, Elsevier, vol. 298(1), pages 308-321.
  3. Kang, Jidong & Wu, Zhuochun & Ng, Tsan Sheng & Su, Bin, 2023. "A stochastic-robust optimization model for inter-regional power system planning," European Journal of Operational Research, Elsevier, vol. 310(3), pages 1234-1248.
  4. Hu, Linyuan & Zhang, Yuli & Wen, Muyang & Leus, Roel & Zhang, Ningwei, 2025. "Robust parallel machine selection and scheduling with uncertain release times," European Journal of Operational Research, Elsevier, vol. 327(3), pages 838-856.
  5. Ran, Cuiling & Zhang, Yanzi & Yin, Ying, 2021. "Demand response to improve the shared electric vehicle planning: Managerial insights, sustainable benefits," Applied Energy, Elsevier, vol. 292(C).
  6. Thevenin, Simon & Ben-Ammar, Oussama & Brahimi, Nadjib, 2022. "Robust optimization approaches for purchase planning with supplier selection under lead time uncertainty," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1199-1215.
  7. Mehran Poursoltani & Erick Delage, 2022. "Adjustable Robust Optimization Reformulations of Two-Stage Worst-Case Regret Minimization Problems," Operations Research, INFORMS, vol. 70(5), pages 2906-2930, September.
  8. Huan Zhang & Xiangkai Sun & Kok Lay Teo, 2024. "Exact SDP Reformulations for Adjustable Robust Quadratic Optimization with Affine Decision Rules," Journal of Optimization Theory and Applications, Springer, vol. 203(3), pages 2206-2232, December.
  9. Marc Goerigk & Adam Kasperski & Paweł Zieliński, 2022. "Robust two-stage combinatorial optimization problems under convex second-stage cost uncertainty," Journal of Combinatorial Optimization, Springer, vol. 43(3), pages 497-527, April.
  10. Ishizaki, Takayuki & Koike, Masakazu & Yamaguchi, Nobuyuki & Ueda, Yuzuru & Imura, Jun-ichi, 2020. "Day-ahead energy market as adjustable robust optimization: Spatio-temporal pricing of dispatchable generators, storage batteries, and uncertain renewable resources," Energy Economics, Elsevier, vol. 91(C).
  11. Perraudat, Antoine & Dauzère-Pérès, Stéphane & Vialletelle, Philippe, 2022. "Robust tactical qualification decisions in flexible manufacturing systems," Omega, Elsevier, vol. 106(C).
  12. Marcio Costa Santos & Agostinho Agra & Michael Poss, 2020. "Robust inventory theory with perishable products," Annals of Operations Research, Springer, vol. 289(2), pages 473-494, June.
  13. Shavazipour, Babooshka & Stewart, Theodor J., 2026. "A novel multi-stage multi-scenario multi-objective optimisation framework for adaptive robust decision-making under deep uncertainty," Omega, Elsevier, vol. 138(C).
  14. Moretti, Luca & Martelli, Emanuele & Manzolini, Giampaolo, 2020. "An efficient robust optimization model for the unit commitment and dispatch of multi-energy systems and microgrids," Applied Energy, Elsevier, vol. 261(C).
  15. Baringo, Luis & Boffino, Luigi & Oggioni, Giorgia, 2020. "Robust expansion planning of a distribution system with electric vehicles, storage and renewable units," Applied Energy, Elsevier, vol. 265(C).
  16. Yıldıran, Uğur, 2023. "Robust multi-stage economic dispatch with renewable generation and storage," European Journal of Operational Research, Elsevier, vol. 309(2), pages 890-909.
  17. Lee, Chungmok, 2022. "A robust optimization approach with probe-able uncertainty," European Journal of Operational Research, Elsevier, vol. 296(1), pages 218-239.
  18. Da Li & Shijie Zhang & Yunhan Xiao, 2020. "Interval Optimization-Based Optimal Design of Distributed Energy Resource Systems under Uncertainties," Energies, MDPI, vol. 13(13), pages 1-18, July.
  19. Lin, Bei & Ji, Xiaoyu & Wang, Yingtong & He, Yingfu, 2026. "Robust infrastructure design for Carbon Capture Utilization and Storage considering carbon emission uncertainty," Omega, Elsevier, vol. 141(C).
  20. Kouaissah, Noureddine, 2026. "Robust de novo programming under different uncertainty sets and its application to the renewable energy sector," Omega, Elsevier, vol. 138(C).
  21. Lars Schewe & Martin Schmidt & Johannes Thürauf, 2022. "Global optimization for the multilevel European gas market system with nonlinear flow models on trees," Journal of Global Optimization, Springer, vol. 82(3), pages 627-653, March.
  22. Johannes O. Royset & Miguel A. Lejeune, 2025. "Risk-Adaptive Local Decision Rules," Operations Research, INFORMS, vol. 73(4), pages 2125-2145, July.
  23. Balcik, Burcu & Yanıkoğlu, İhsan, 2020. "A robust optimization approach for humanitarian needs assessment planning under travel time uncertainty," European Journal of Operational Research, Elsevier, vol. 282(1), pages 40-57.
  24. Broos Maenhout & Mario Vanhoucke, 2024. "Dynamic personnel rescheduling: insights and recovery strategies," Journal of Scheduling, Springer, vol. 27(1), pages 1-27, February.
  25. T. D. Chuong & V. Jeyakumar & G. Li & D. Woolnough, 2021. "Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity," Journal of Global Optimization, Springer, vol. 81(4), pages 1095-1117, December.
  26. Riepin, Iegor & Schmidt, Matthew & Baringo, Luis & Müsgens, Felix, 2022. "Adaptive robust optimization for European strategic gas infrastructure planning," Applied Energy, Elsevier, vol. 324(C).
  27. Xiong, Houbo & Zhou, Yue & Guo, Chuangxin & Ding, Yi & Luo, Fengji, 2023. "Multi-stage risk-based assessment for wind energy accommodation capability: A robust and non-anticipative method," Applied Energy, Elsevier, vol. 350(C).
  28. Goerigk, Marc & Lendl, Stefan & Wulf, Lasse, 2022. "Recoverable robust representatives selection problems with discrete budgeted uncertainty," European Journal of Operational Research, Elsevier, vol. 303(2), pages 567-580.
  29. Holger Berthold & Till Heller & Tobias Seidel, 2024. "A unified approach to inverse robust optimization problems," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 99(1), pages 115-139, April.
  30. Bruni, Maria Elena & Hazır, Öncü, 2024. "A risk-averse distributionally robust project scheduling model to address payment delays," European Journal of Operational Research, Elsevier, vol. 318(2), pages 398-407.
  31. Holger Heitsch & René Henrion & Thomas Kleinert & Martin Schmidt, 2022. "On convex lower-level black-box constraints in bilevel optimization with an application to gas market models with chance constraints," Journal of Global Optimization, Springer, vol. 84(3), pages 651-685, November.
  32. Arkajyoti Roy & Shaunak S. Dabadghao & Ahmadreza Marandi, 2024. "Value of intermediate imaging in adaptive robust radiotherapy planning to manage radioresistance," Annals of Operations Research, Springer, vol. 339(3), pages 1307-1328, August.
  33. Thai Doan Chuong & Vaithilingam Jeyakumar, 2020. "Generalized Farkas Lemma with Adjustable Variables and Two-Stage Robust Linear Programs," Journal of Optimization Theory and Applications, Springer, vol. 187(2), pages 488-519, November.
  34. Kilian Schindler & Napat Rujeerapaiboon & Daniel Kuhn & Wolfram Wiesemann, 2024. "A Planner-Trader Decomposition for Multimarket Hydro Scheduling," Operations Research, INFORMS, vol. 72(1), pages 185-202, January.
  35. van Eekelen, Wouter, 2023. "Distributionally robust views on queues and related stochastic models," Other publications TiSEM 9b99fc05-9d68-48eb-ae8c-9, Tilburg University, School of Economics and Management.
  36. Cohen, Izack & Postek, Krzysztof & Shtern, Shimrit, 2023. "An adaptive robust optimization model for parallel machine scheduling," European Journal of Operational Research, Elsevier, vol. 306(1), pages 83-104.
  37. Wenfei Li & Jinwu Gao & Yicong Mao, 2024. "An $$\alpha $$ α -risk appetite cost minimizing model for multi-commodity capacitated p-hub median problem with time windows and uncertain flows," Annals of Operations Research, Springer, vol. 333(1), pages 79-121, February.
  38. Aras Selvi & Aharon Ben-Tal & Ruud Brekelmans & Dick den Hertog, 2022. "Convex Maximization via Adjustable Robust Optimization," INFORMS Journal on Computing, INFORMS, vol. 34(4), pages 2091-2105, July.
  39. Krzysztof Postek & Ward Romeijnders & Wolfram Wiesemann, 2025. "Technical Note—Multistage Robust Mixed-Integer Programming," Operations Research, INFORMS, vol. 73(6), pages 3345-3358, November.
  40. Shin, Youngchul & Lee, Sangyoon & Moon, Ilkyeong, 2021. "Robust multiperiod inventory model with a new type of buy one get one promotion: “My Own Refrigerator”," Omega, Elsevier, vol. 99(C).
  41. Immanuel Bomze & Markus Gabl, 2021. "Interplay of non-convex quadratically constrained problems with adjustable robust optimization," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 93(1), pages 115-151, February.
  42. Hooshmand, F. & Seilsepour, F. & MirHassani, S.A., 2025. "Adjustable robust optimization approach for SVM under uncertainty," Omega, Elsevier, vol. 131(C).
  43. Feng, Wei & Feng, Yiping & Zhang, Qi, 2021. "Multistage robust mixed-integer optimization under endogenous uncertainty," European Journal of Operational Research, Elsevier, vol. 294(2), pages 460-475.
  44. Tseng, Chin-Yi & Lee, Chia-Yen & Wang, Qunwei & Wu, Changsong, 2022. "Data envelopment analysis and stochastic equilibrium analysis for market power investigation in a bi-level market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).
  45. Ma, Gang & Zheng, Junjun & Wei, Ju & Wang, Shilei & Han, Yefan, 2021. "Robust optimization strategies for seller based on uncertainty sets in context of sequential auction," Applied Mathematics and Computation, Elsevier, vol. 390(C).
  46. Shi, Ruifeng & Li, Shaopeng & Zhang, Penghui & Lee, Kwang Y., 2020. "Integration of renewable energy sources and electric vehicles in V2G network with adjustable robust optimization," Renewable Energy, Elsevier, vol. 153(C), pages 1067-1080.
  47. Filipe Rodrigues & Agostinho Agra & Cristina Requejo & Erick Delage, 2021. "Lagrangian Duality for Robust Problems with Decomposable Functions: The Case of a Robust Inventory Problem," INFORMS Journal on Computing, INFORMS, vol. 33(2), pages 685-705, May.
  48. Labarre, Clémence & Domec, Jean-Christophe & Andrés-Domenech, Pablo & Bödeker, Kai & Bingham, Logan & Loustau, Denis, 2025. "Improving forest decision-making through complex system representation: A viability theory perspective," Forest Policy and Economics, Elsevier, vol. 170(C).
  49. Metzker Soares, Paula & Thevenin, Simon & Adulyasak, Yossiri & Dolgui, Alexandre, 2024. "Adaptive robust optimization for lot-sizing under yield uncertainty," European Journal of Operational Research, Elsevier, vol. 313(2), pages 513-526.
  50. Ning Zhang & Chang Fang, 2020. "Saddle point approximation approaches for two-stage robust optimization problems," Journal of Global Optimization, Springer, vol. 78(4), pages 651-670, December.
  51. Yu, Chengcheng & Liu, Lindong, 2026. "Robust battery swapping for e-bike sharing with uncertain covariates and partial outsourcing," Omega, Elsevier, vol. 138(C).
  52. ten Eikelder, Stefan, 2021. "Biologically-based radiation therapy planning and adjustable robust optimization," Other publications TiSEM 2654a17b-0a3c-4006-b644-e, Tilburg University, School of Economics and Management.
  53. Weller, Paula & Oliveira, Fabricio, 2025. "Streamlining emergency response: A K-adaptable model and a column-and-constraint-generation algorithm," European Journal of Operational Research, Elsevier, vol. 324(3), pages 925-940.
  54. Abbas Khademi & Ahmadreza Marandi & Majid Soleimani-damaneh, 2024. "A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization," Journal of Global Optimization, Springer, vol. 89(3), pages 559-595, July.
  55. Tianqi Liu & Francisco Saldanha-da-Gama & Shuming Wang & Yuchen Mao, 2022. "Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution," INFORMS Journal on Computing, INFORMS, vol. 34(5), pages 2776-2803, September.
  56. Aliakbari Sani, Sajad & Bahn, Olivier & Delage, Erick, 2022. "Affine decision rule approximation to address demand response uncertainty in smart Grids’ capacity planning," European Journal of Operational Research, Elsevier, vol. 303(1), pages 438-455.
  57. Namakshenas, Mohammad & Mazdeh, Mohammad Mahdavi & Braaksma, Aleida & Heydari, Mehdi, 2023. "Appointment scheduling for medical diagnostic centers considering time-sensitive pharmaceuticals: A dynamic robust optimization approach," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1018-1031.
  58. Konrad, Renata A. & Maass, Kayse Lee & Dimas, Geri L. & Trapp, Andrew C., 2023. "Perspectives on how to conduct responsible anti-human trafficking research in operations and analytics," European Journal of Operational Research, Elsevier, vol. 309(1), pages 319-329.
  59. Waga, Mateus & Valladão, Davi & Street, Alexandre, 2025. "Robust portfolio optimization meets Arbitrage Pricing Theory," European Journal of Operational Research, Elsevier, vol. 326(3), pages 558-568.
  60. Xiong, Houbo & Yan, Mingyu & Guo, Chuangxin & Ding, Yi & Zhou, Yue, 2023. "DP based multi-stage ARO for coordinated scheduling of CSP and wind energy with tractable storage scheme: Tight formulation and solution technique," Applied Energy, Elsevier, vol. 333(C).
  61. Xiong, Houbo & Luo, Fengji & Yan, Mingyu & Yan, Lei & Guo, Chuangxin & Ranzi, Gianluca, 2024. "Distributionally robust and transactive energy management scheme for integrated wind-concentrated solar virtual power plants," Applied Energy, Elsevier, vol. 368(C).
  62. Seyed Ashkan Hosseini Shekarabi & Reza Kiani Mavi & Flavio Romero Macau, 2025. "Supply Chain Resilience: A Critical Review of Risk Mitigation, Robust Optimisation, and Technological Solutions and Future Research Directions," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(3), pages 681-735, September.
  63. Ren, Chao & Wang, Kai & Han, Jie & Sun, Lin & Yang, Chunhua, 2024. "Deterministic scenarios guided K-Adaptability in multistage robust optimization for energy management and cleaning scheduling of heat transfer process," Energy, Elsevier, vol. 312(C).
  64. Rahal, Said & Papageorgiou, Dimitri J. & Li, Zukui, 2021. "Hybrid strategies using linear and piecewise-linear decision rules for multistage adaptive linear optimization," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1014-1030.
  65. Angelos Georghiou & Angelos Tsoukalas & Wolfram Wiesemann, 2020. "A Primal–Dual Lifting Scheme for Two-Stage Robust Optimization," Operations Research, INFORMS, vol. 68(2), pages 572-590, March.
  66. Yanıkoğlu, İhsan & Yavuz, Tonguc, 2022. "Branch-and-price approach for robust parallel machine scheduling with sequence-dependent setup times," European Journal of Operational Research, Elsevier, vol. 301(3), pages 875-895.
  67. Detienne, Boris & Lefebvre, Henri & Malaguti, Enrico & Monaci, Michele, 2024. "Adjustable robust optimization with objective uncertainty," European Journal of Operational Research, Elsevier, vol. 312(1), pages 373-384.
  68. Thai Doan Chuong & Xinghuo Yu & Chen Liu & Andrew Eberhard & Chaojie Li, 2024. "Solving Two-stage Quadratic Multiobjective Problems via Optimality and Relaxations," Journal of Optimization Theory and Applications, Springer, vol. 203(1), pages 676-713, October.
  69. Wenfan Ou & Sheng Bi, 2025. "Sequential decision-making under uncertainty: a robust MDPs review," Annals of Operations Research, Springer, vol. 353(3), pages 1239-1285, October.
  70. Yu, Vincent F. & Anh, Pham Tuan & Baldacci, Roberto, 2023. "A robust optimization approach for the vehicle routing problem with cross-docking under demand uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
  71. Chun Cheng & Yossiri Adulyasak & Louis-Martin Rousseau, 2024. "Robust Drone Delivery with Weather Information," Manufacturing & Service Operations Management, INFORMS, vol. 26(4), pages 1402-1421, July.
  72. Ksciuk, Jana & Kuhlemann, Stefan & Tierney, Kevin & Koberstein, Achim, 2023. "Uncertainty in maritime ship routing and scheduling: A Literature review," European Journal of Operational Research, Elsevier, vol. 308(2), pages 499-524.
  73. Bomze, Immanuel M. & Gabl, Markus, 2023. "Optimization under uncertainty and risk: Quadratic and copositive approaches," European Journal of Operational Research, Elsevier, vol. 310(2), pages 449-476.
  74. Dang, Duc-Cuong & Currie, Christine S.M. & Onggo, Bhakti Stephan & Chaerani, Diah & Achmad, Audi Luqmanul Hakim, 2023. "Budget allocation of food procurement for natural disaster response," European Journal of Operational Research, Elsevier, vol. 311(2), pages 754-768.
  75. Machado, Bruno & Pimentel, Carina & Sousa, Amaro de, 2023. "Integration planning of freight deliveries into passenger bus networks: Exact and heuristic algorithms," Transportation Research Part A: Policy and Practice, Elsevier, vol. 171(C).
  76. Jiu, Song, 2022. "Robust omnichannel retail operations with the implementation of ship-from-store," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
  77. Hatami-Marbini, Adel & Arabmaldar, Aliasghar, 2021. "Robustness of Farrell cost efficiency measurement under data perturbations: Evidence from a US manufacturing application," European Journal of Operational Research, Elsevier, vol. 295(2), pages 604-620.
  78. Shuangpeng Yang & Li Zhang, 2025. "Optimizing an Omnichannel Retail Strategy Considering Customer Segmentation," Evaluation Review, , vol. 49(5), pages 814-850, October.
  79. Bertsimas, Dimitris & Kim, Cheol Woo, 2024. "A machine learning approach to two-stage adaptive robust optimization," European Journal of Operational Research, Elsevier, vol. 319(1), pages 16-30.
  80. Moreira, Alexandre & Pozo, David & Street, Alexandre & Sauma, Enzo & Strbac, Goran, 2021. "Climate‐aware generation and transmission expansion planning: A three‐stage robust optimization approach," European Journal of Operational Research, Elsevier, vol. 295(3), pages 1099-1118.
  81. Böttger, T. & Grimm, V. & Kleinert, T. & Schmidt, M., 2022. "The cost of decoupling trade and transport in the European entry-exit gas market with linear physics modeling," European Journal of Operational Research, Elsevier, vol. 297(3), pages 1095-1111.
  82. Shapiro, Alexander, 2021. "Tutorial on risk neutral, distributionally robust and risk averse multistage stochastic programming," European Journal of Operational Research, Elsevier, vol. 288(1), pages 1-13.
  83. Lulin Tan & Wei Hong Yang & Jinbiao Pan, 2024. "Existence of solutions to $$\Gamma $$ Γ -robust counterparts of gap function formulations of uncertain LCPs with ellipsoidal uncertainty sets," Journal of Global Optimization, Springer, vol. 89(1), pages 73-92, May.
  84. Borumand, Ali & Marandi, Ahmadreza & Nookabadi, Ali S. & Atan, Zümbül, 2024. "An oracle-based algorithm for robust planning of production routing problems in closed-loop supply chains of beverage glass bottles," Omega, Elsevier, vol. 122(C).
  85. Sixiang Zhao, 2023. "Decision rule-based method in solving adjustable robust capacity expansion problem," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 97(2), pages 259-286, April.
  86. Sadana, Utsav & Chenreddy, Abhilash & Delage, Erick & Forel, Alexandre & Frejinger, Emma & Vidal, Thibaut, 2025. "A survey of contextual optimization methods for decision-making under uncertainty," European Journal of Operational Research, Elsevier, vol. 320(2), pages 271-289.
  87. Roos, Ernst, 2021. "Robust approaches for optimization problems with convex uncertainty," Other publications TiSEM dd9e7b35-a770-4f8d-a85c-8, Tilburg University, School of Economics and Management.
  88. Zhang, Liu & Zheng, Zhong & Chai, Yi & Zhang, Kaitian & Lian, Xiaoyuan & Zhang, Kai & Zhao, Liuqiang, 2024. "Enhancing robustness: Multi-stage adaptive robust scheduling of oxygen systems in steel enterprises under demand uncertainty," Applied Energy, Elsevier, vol. 359(C).
  89. Linwei Xin & David Alan Goldberg, 2022. "Distributionally Robust Inventory Control When Demand Is a Martingale," Mathematics of Operations Research, INFORMS, vol. 47(3), pages 2387-2414, August.
  90. Hu, Haitao & Tang, Jiafu & Tian, Tian, 2025. "Robust facility location and protection under facility disruptions with decision-dependent uncertainty," International Journal of Production Economics, Elsevier, vol. 282(C).
  91. Han, Biao & Shang, Chao & Huang, Dexian, 2021. "Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making," European Journal of Operational Research, Elsevier, vol. 292(3), pages 1004-1018.
  92. Guo, Fang & Liang, Jingfu & Niu, Runliu & Huang, Zhihong & Liu, Qixuan, 2025. "Robust optimization of a procurement and routing strategy for multiperiod multimodal transport in an uncertain environment," European Journal of Operational Research, Elsevier, vol. 327(1), pages 115-135.
  93. Lin, Penghui & Zhang, Limao & Tiong, Robert L.K., 2023. "Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI," Reliability Engineering and System Safety, Elsevier, vol. 234(C).
  94. Fränk Plein & Johannes Thürauf & Martine Labbé & Martin Schmidt, 2022. "A bilevel optimization approach to decide the feasibility of bookings in the European gas market," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 95(3), pages 409-449, June.
  95. Jan-Niklas Buckow & Marc Goerigk & Sigrid Knust, 2025. "Integrated pallet retrieval and processing in warehouses under uncertainty," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 47(3), pages 817-855, September.
  96. Yuquan Chen & Yunkang Sun & Bing Wang, 2023. "Improving the Performance of Optimization Algorithms Using the Adaptive Fixed-Time Scheme and Reset Scheme," Mathematics, MDPI, vol. 11(22), pages 1-16, November.
  97. Lee, Junhyeok & Moon, Ilkyeong, 2024. "A decomposition approach for robust omnichannel retail operations considering the third-party platform channel," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).
  98. Goerigk, Marc & Khosravi, Mohammad, 2023. "Optimal scenario reduction for one- and two-stage robust optimization with discrete uncertainty in the objective," European Journal of Operational Research, Elsevier, vol. 310(2), pages 529-551.
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