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Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation

Citations

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Cited by:

  1. Song Wu & Yang Wang & Yu Du & Wei Yang & Jianguang Feng, 2025. "Resource-constrained multi-stage processing and assembly scheduling with sequential and batch operations," Journal of Heuristics, Springer, vol. 31(4), pages 1-41, December.
  2. Debels, Dieter & Vanhoucke, Mario, 2005. "A Bi-Population Based Genetic Algorithm for the Resource-Constrained Project Scheduling Problem," Vlerick Leuven Gent Management School Working Paper Series 2005-8, Vlerick Leuven Gent Management School.
  3. Hartmann, Sonke & Kolisch, Rainer, 2000. "Experimental evaluation of state-of-the-art heuristics for the resource-constrained project scheduling problem," European Journal of Operational Research, Elsevier, vol. 127(2), pages 394-407, December.
  4. Moumene, Khaled & Ferland, Jacques A., 2009. "Activity list representation for a generalization of the resource-constrained project scheduling problem," European Journal of Operational Research, Elsevier, vol. 199(1), pages 46-54, November.
  5. Kellenbrink, Carolin & Helber, Stefan, 2015. "Scheduling resource-constrained projects with a flexible project structure," European Journal of Operational Research, Elsevier, vol. 246(2), pages 379-391.
  6. Tseng, Lin-Yu & Chen, Shih-Chieh, 2006. "A hybrid metaheuristic for the resource-constrained project scheduling problem," European Journal of Operational Research, Elsevier, vol. 175(2), pages 707-721, December.
  7. Christian Artigues & Emmanuel Hébrard & Alain Quilliot & Hélène Toussaint, 2024. "The Continuous Time-Resource Trade-off Scheduling Problem with Time Windows," INFORMS Journal on Computing, INFORMS, vol. 36(6), pages 1676-1695, December.
  8. Anıl Can & Gündüz Ulusoy, 2014. "Multi-project scheduling with two-stage decomposition," Annals of Operations Research, Springer, vol. 217(1), pages 95-116, June.
  9. Hartmann, Sönke, 1997. "Scheduling medical research experiments - an application of project scheduling methods," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 452, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  10. Emily van Huffelen & Roel Brouwer & Marjan van den Akker, 2025. "Grid-Constrained Online Scheduling of Flexible Electric Vehicle Charging," Energies, MDPI, vol. 18(19), pages 1-20, September.
  11. Schirmer, Armin, 1998. "Adaptive control schemes for parameterized heuristic scheduling," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 488, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  12. Changjiu Li & Yong Zhang & Xichao Su & Xinwei Wang, 2022. "An Improved Optimization Algorithm for Aeronautical Maintenance and Repair Task Scheduling Problem," Mathematics, MDPI, vol. 10(20), pages 1-25, October.
  13. Kolisch, Rainer & Hartmann, Sönke, 1998. "Heuristic algorithms for solving the resource-constrained project scheduling problem: Classification and computational analysis," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 469, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  14. Shadrokh, Shahram & Kianfar, Fereydoon, 2007. "A genetic algorithm for resource investment project scheduling problem, tardiness permitted with penalty," European Journal of Operational Research, Elsevier, vol. 181(1), pages 86-101, August.
  15. Ramírez Palencia, Alberto E. & Mejía Delgadillo, Gonzalo E., 2012. "A computer application for a bus body assembly line using Genetic Algorithms," International Journal of Production Economics, Elsevier, vol. 140(1), pages 431-438.
  16. Yan Zhao & Xuejun Hu & Jianjiang Wang & Nanfang Cui, 2024. "A robust multi-project scheduling problem under a resource dedication-transfer policy," Annals of Operations Research, Springer, vol. 337(1), pages 425-457, June.
  17. Gehring, Marco & Winkler, Franziska & Volk, Rebekka & Schultmann, Frank, 2021. "Projektmanagementsoftware und Scheduling: Aktuelle Bestandsaufnahme von Funktionalitäten und Identifikation von Potenzialen," Working Paper Series in Production and Energy 60, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
  18. V. Van Peteghem & M. Vanhoucke, 2008. "A Genetic Algorithm for the Multi-Mode Resource-Constrained Project Scheduling Problem," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 08/494, Ghent University, Faculty of Economics and Business Administration.
  19. Drexl, Andreas & Salewski, Frank, 1997. "Distribution requirements and compactness constraints in school timetabling," European Journal of Operational Research, Elsevier, vol. 102(1), pages 193-214, October.
  20. Klein, Robert & Scholl, Armin, 1999. "Computing lower bounds by destructive improvement: An application to resource-constrained project scheduling," European Journal of Operational Research, Elsevier, vol. 112(2), pages 322-346, January.
  21. Li, Haitao & Womer, Norman K., 2015. "Solving stochastic resource-constrained project scheduling problems by closed-loop approximate dynamic programming," European Journal of Operational Research, Elsevier, vol. 246(1), pages 20-33.
  22. Hartmann, Sönke, 1999. "Self-adapting genetic algorithms with an application to project scheduling," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 506, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  23. Kadri, Roubila Lilia & Boctor, Fayez F., 2018. "An efficient genetic algorithm to solve the resource-constrained project scheduling problem with transfer times: The single mode case," European Journal of Operational Research, Elsevier, vol. 265(2), pages 454-462.
  24. Gehring, Marco & Volk, Rebekka & Schultmann, Frank, 2022. "On the integration of diverging material flows into resource‐constrained project scheduling," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1071-1087.
  25. Drexl, Andreas & Kolisch, Rainer & Salewski, Frank, 1998. "Projektmanagement bei flexiblen Arbeitszeiten," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 494, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  26. Elloumi, Sonda & Fortemps, Philippe, 2010. "A hybrid rank-based evolutionary algorithm applied to multi-mode resource-constrained project scheduling problem," European Journal of Operational Research, Elsevier, vol. 205(1), pages 31-41, August.
  27. Goel, Asvin & Meisel, Frank, 2013. "Workforce routing and scheduling for electricity network maintenance with downtime minimization," European Journal of Operational Research, Elsevier, vol. 231(1), pages 210-228.
  28. Kolisch, Rainer & Heß, Karsten, 1998. "Efficient methods for scheduling make-to-order assemblies under resource, assembly area, and part availability constraints," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 474, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  29. Schirmer, Andreas, 1998. "Case-based reasoning and improved adaptive search for project scheduling," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 472, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  30. Weglarz, Jan & Józefowska, Joanna & Mika, Marek & Waligóra, Grzegorz, 2011. "Project scheduling with finite or infinite number of activity processing modes - A survey," European Journal of Operational Research, Elsevier, vol. 208(3), pages 177-205, February.
  31. Dieter Debels & Mario Vanhoucke, 2007. "A Decomposition-Based Genetic Algorithm for the Resource-Constrained Project-Scheduling Problem," Operations Research, INFORMS, vol. 55(3), pages 457-469, June.
  32. Arben Ahmeti & Nysret Musliu, 2025. "Hybridizing constraint programming and meta-heuristics for multi-mode resource-constrained multiple projects scheduling Problem," Journal of Heuristics, Springer, vol. 31(1), pages 1-37, March.
  33. Kolisch, Rainer & Hartmann, Sonke, 2006. "Experimental investigation of heuristics for resource-constrained project scheduling: An update," European Journal of Operational Research, Elsevier, vol. 174(1), pages 23-37, October.
  34. Böttcher, Jan & Drexl, Andreas & Kolisch, Rainer & Salewski, Frank, 1996. "Project scheduling under partially renewable resource constraints," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 398, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  35. Bartels, J.-H. & Zimmermann, J., 2009. "Scheduling tests in automotive R&D projects," European Journal of Operational Research, Elsevier, vol. 193(3), pages 805-819, March.
  36. Luise-Sophie Hoffmann & Carolin Kellenbrink & Stefan Helber, 2020. "Simultaneous structuring and scheduling of multiple projects with flexible project structures," Journal of Business Economics, Springer, vol. 90(5), pages 679-711, June.
  37. Buddhakulsomsiri, Jirachai & Kim, David S., 2007. "Priority rule-based heuristic for multi-mode resource-constrained project scheduling problems with resource vacations and activity splitting," European Journal of Operational Research, Elsevier, vol. 178(2), pages 374-390, April.
  38. Kolisch, R. & Padman, R., 2001. "An integrated survey of deterministic project scheduling," Omega, Elsevier, vol. 29(3), pages 249-272, June.
  39. Browning, Tyson R. & Yassine, Ali A., 2010. "Resource-constrained multi-project scheduling: Priority rule performance revisited," International Journal of Production Economics, Elsevier, vol. 126(2), pages 212-228, August.
  40. Bernardo F. Almeida & Isabel Correia & Francisco Saldanha-da-Gama, 2018. "A biased random-key genetic algorithm for the project scheduling problem with flexible resources," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 26(2), pages 283-308, July.
  41. Sepehr Proon & Mingzhou Jin, 2011. "A genetic algorithm with neighborhood search for the resource‐constrained project scheduling problem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 58(2), pages 73-82, March.
  42. Feifei Li & Zhe Xu, 2018. "A multi-agent system for distributed multi-project scheduling with two-stage decomposition," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-24, October.
  43. Salim Rostami & Stefan Creemers & Roel Leus, 2018. "New strategies for stochastic resource-constrained project scheduling," Journal of Scheduling, Springer, vol. 21(3), pages 349-365, June.
  44. D. Debels & M. Vanhoucke, 2005. "A Decomposition-Based Heuristic For The Resource-Constrained Project Scheduling Problem," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 05/293, Ghent University, Faculty of Economics and Business Administration.
  45. Bouleimen, K. & Lecocq, H., 2003. "A new efficient simulated annealing algorithm for the resource-constrained project scheduling problem and its multiple mode version," European Journal of Operational Research, Elsevier, vol. 149(2), pages 268-281, September.
  46. T Wauters & K Verbeeck & G Vanden Berghe & P De Causmaecker, 2011. "Learning agents for the multi-mode project scheduling problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(2), pages 281-290, February.
  47. Drexl, Andreas & Kolisch, Rainer & Sprecher, Arno, 1995. "Neuere Entwicklungen in der computergestützten Projektplanung," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 379, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  48. J Alcaraz & C Maroto & R Ruiz, 2003. "Solving the Multi-Mode Resource-Constrained Project Scheduling Problem with genetic algorithms," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(6), pages 614-626, June.
  49. Debels, Dieter & De Reyck, Bert & Leus, Roel & Vanhoucke, Mario, 2006. "A hybrid scatter search/electromagnetism meta-heuristic for project scheduling," European Journal of Operational Research, Elsevier, vol. 169(2), pages 638-653, March.
  50. Rolf H. Möhring & Andreas S. Schulz & Frederik Stork & Marc Uetz, 2003. "Solving Project Scheduling Problems by Minimum Cut Computations," Management Science, INFORMS, vol. 49(3), pages 330-350, March.
  51. Hamid R. Yoosefzadeh & Hamed R. Tareghian & Mohammad H. Farahi, 2014. "Multidirectional scheduling scheme in resource‐constrained project schedulingproblem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 61(1), pages 44-55, February.
  52. Tamara Borreguero Sanchidrián & Tom Portoleau & Christian Artigues & Alvaro García Sánchez & Miguel Ortega Mier & Pierre Lopez, 2024. "Large neighborhood search for an aeronautical assembly line time-constrained scheduling problem with multiple modes and a resource leveling objective," Annals of Operations Research, Springer, vol. 338(1), pages 13-40, July.
  53. Sönke Hartmann, 1998. "A competitive genetic algorithm for resource‐constrained project scheduling," Naval Research Logistics (NRL), John Wiley & Sons, vol. 45(7), pages 733-750, October.
  54. Ranjbar, Mohammad & De Reyck, Bert & Kianfar, Fereydoon, 2009. "A hybrid scatter search for the discrete time/resource trade-off problem in project scheduling," European Journal of Operational Research, Elsevier, vol. 193(1), pages 35-48, February.
  55. Ebben, M. J. R. & van der Heijden, M. C. & van Harten, A., 2005. "Dynamic transport scheduling under multiple resource constraints," European Journal of Operational Research, Elsevier, vol. 167(2), pages 320-335, December.
  56. Schirmer, Andreas & Potzahr, Kathrin, 2001. "Lehrgangsplanung für die Ausbildung von Verkehrsflugzeugführern: Ergebnisse einer Studie bei Lufthansa Flight Training," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 538, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  57. Kai Watermeyer & Jürgen Zimmermann, 2023. "A constructive branch-and-bound algorithm for the project duration problem with partially renewable resources and general temporal constraints," Journal of Scheduling, Springer, vol. 26(1), pages 95-111, February.
  58. Wuliang Peng & Xuejun Lin, 2023. "A heuristic for the critical chain scheduling problem based on left shifts of activities," Flexible Services and Manufacturing Journal, Springer, vol. 35(4), pages 1313-1336, December.
  59. Behrad Barghi & Shahram Shadrokh Sikari, 2022. "Meta-heuristic Solution with Considering Setup Time for Multi-Skilled Project Scheduling Problem," SN Operations Research Forum, Springer, vol. 3(1), pages 1-23, March.
  60. Schirmer, Andreas & Riesenberg, Sven, 1997. "Parameterized heuristics for project scheduling: Biased random sampling methods," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 456, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  61. Schirmer, Andreas, 1999. "Adaptive control schemes applied to project scheduling with partially renewable resources," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 520, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  62. Drexl, Andreas & Salewski, Frank, 1996. "Distribution Requirements and Compactness Constraints in School Timetabling. Part II: Methods," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 384, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  63. Osman Hürol Türkakın & David Arditi & Ekrem Manisalı, 2021. "Comparison of Heuristic Priority Rules in the Solution of the Resource-Constrained Project Scheduling Problem," Sustainability, MDPI, vol. 13(17), pages 1-17, September.
  64. Fan Yang & Roel Leus, 2021. "Scheduling hybrid flow shops with time windows," Journal of Heuristics, Springer, vol. 27(1), pages 133-158, April.
  65. Marco Schulze & Julia Rieck & Cinna Seifi & Jürgen Zimmermann, 2016. "Machine scheduling in underground mining: an application in the potash industry," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(2), pages 365-403, March.
  66. Claudio Szwarcfiter & Yale T. Herer & Avraham Shtub, 2024. "Shortening the project schedule: solving multimode chance-constrained critical chain buffer management using reinforcement learning," Annals of Operations Research, Springer, vol. 337(2), pages 565-592, June.
  67. Klein, Robert, 2000. "Bidirectional planning: improving priority rule-based heuristics for scheduling resource-constrained projects," European Journal of Operational Research, Elsevier, vol. 127(3), pages 619-638, December.
  68. Moehring, Rolf & Uetz, Marc & Stork, Frederik & Schulz, Andreas S., 2002. "Solving Project Scheduling Problems by Minimum Cut," Working papers 4231-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
  69. Karapetyan, Daniel & Mitrovic Minic, Snezana & Malladi, Krishna T. & Punnen, Abraham P., 2015. "Satellite downlink scheduling problem: A case study," Omega, Elsevier, vol. 53(C), pages 115-123.
  70. Fündeling, C.-U. & Trautmann, N., 2010. "A priority-rule method for project scheduling with work-content constraints," European Journal of Operational Research, Elsevier, vol. 203(3), pages 568-574, June.
  71. Aidin Delgoshaei & Timon Rabczuk & Ahad Ali & Mohd Khairol Anuar Ariffin, 2017. "An applicable method for modifying over-allocated multi-mode resource constraint schedules in the presence of preemptive resources," Annals of Operations Research, Springer, vol. 259(1), pages 85-117, December.
  72. Yang-Kuei Lin & Chin Soon Chong, 2017. "Fast GA-based project scheduling for computing resources allocation in a cloud manufacturing system," Journal of Intelligent Manufacturing, Springer, vol. 28(5), pages 1189-1201, June.
  73. M. Vanhoucke, 2007. "A genetic algorithm to investigate the trade-off between project lead time and net present value," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 07/456, Ghent University, Faculty of Economics and Business Administration.
  74. Martin Bichler & Peter Gritzmann & Paul Karaenke & Michael Ritter, 2023. "On Airport Time Slot Auctions: A Market Design Complying with the IATA Scheduling Guidelines," Transportation Science, INFORMS, vol. 57(1), pages 27-51, January.
  75. Schirmer, Andreas & Potzhar, Kathrin, 2001. "Professional course scheduling in airline transport pilot training: A case from Lufthansa flight training," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 539, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  76. Andreas Schirmer, 2000. "Case‐based reasoning and improved adaptive search for project scheduling," Naval Research Logistics (NRL), John Wiley & Sons, vol. 47(3), pages 201-222, April.
  77. Chunlai Yu & Xiaoming Wang & Qingxin Chen, 2025. "Efficient Rollout Algorithms for Resource-Constrained Project Scheduling with a Flexible Project Structure and Uncertain Activity Durations," Mathematics, MDPI, vol. 13(9), pages 1-25, April.
  78. Raúl Mencía & Carlos Mencía, 2021. "One-Machine Scheduling with Time-Dependent Capacity via Efficient Memetic Algorithms," Mathematics, MDPI, vol. 9(23), pages 1-24, November.
  79. Sönke Hartmann, 2002. "A self‐adapting genetic algorithm for project scheduling under resource constraints," Naval Research Logistics (NRL), John Wiley & Sons, vol. 49(5), pages 433-448, August.
  80. Jens Poppenborg & Sigrid Knust, 2016. "A flow-based tabu search algorithm for the RCPSP with transfer times," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(2), pages 305-334, March.
  81. Bowen Guo & Wei Zhan, 2023. "Research on Integrated Scheduling of Multi-Mode Emergency Rescue for Flooding in Chemical Parks," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
  82. Kolisch, Rainer & Sprecher, Arno, 1996. "PSPLIB - a project scheduling problem library," Manuskripte aus den Instituten für Betriebswirtschaftslehre der Universität Kiel 396, Christian-Albrechts-Universität zu Kiel, Institut für Betriebswirtschaftslehre.
  83. Yu, Chunlai & Wang, Xiaoming & Chen, Qingxin, 2025. "An enhanced tabu search algorithm for resource-constrained project scheduling with a flexible project structure," Operations Research Perspectives, Elsevier, vol. 15(C).
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  85. Artigues, Christian & Hartmann, Sönke & Vanhoucke, Mario, 2026. "Fifty years of research on resource-constrained project scheduling explored from different perspectives," European Journal of Operational Research, Elsevier, vol. 328(2), pages 367-389.
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  87. Buddhakulsomsiri, Jirachai & Kim, David S., 2006. "Properties of multi-mode resource-constrained project scheduling problems with resource vacations and activity splitting," European Journal of Operational Research, Elsevier, vol. 175(1), pages 279-295, November.
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  101. Xuejun Hu & Jianjiang Wang & Kaijun Leng, 2019. "The Interaction Between Critical Chain Sequencing, Buffer Sizing, and Reactive Actions in a CC/BM Framework," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 36(03), pages 1-22, June.
  102. Rong Chen & Changyong Liang & Dongxiao Gu & Joseph Y-T. Leung, 2017. "A multi-objective model for multi-project scheduling and multi-skilled staff assignment for IT product development considering competency evolution," International Journal of Production Research, Taylor & Francis Journals, vol. 55(21), pages 6207-6234, November.
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  104. Zhang, Jingwen & Li, Lubo & Demeulemeester, Erik & Zhang, Haohua, 2024. "A three-dimensional spatial resource-constrained project scheduling problem: Model and heuristic," European Journal of Operational Research, Elsevier, vol. 319(3), pages 943-966.
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  108. Bingyu Song & Feng Yao & Yuning Chen & Yingguo Chen & Yingwu Chen, 2018. "A Hybrid Genetic Algorithm for Satellite Image Downlink Scheduling Problem," Discrete Dynamics in Nature and Society, Hindawi, vol. 2018, pages 1-11, May.
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  111. Xiaowei Lin & Jing Zhou & Lianmin Zhang & Yinlian Zeng, 2021. "Revenue sharing for resource reallocation among project activity contractors," Annals of Operations Research, Springer, vol. 301(1), pages 121-141, June.
  112. Peteghem, Vincent Van & Vanhoucke, Mario, 2010. "A genetic algorithm for the preemptive and non-preemptive multi-mode resource-constrained project scheduling problem," European Journal of Operational Research, Elsevier, vol. 201(2), pages 409-418, March.
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  116. Fleszar, Krzysztof & Hindi, Khalil S., 2004. "Solving the resource-constrained project scheduling problem by a variable neighbourhood search," European Journal of Operational Research, Elsevier, vol. 155(2), pages 402-413, June.
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