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Setak, M. Tavana, H. Talafi Daryani, OPSEARCH (2024).","chicago":"Setak, M., Madjid Tavana, and H. Talafi Daryani. “A Two-Level Supply Chain Coordination Model for Perishable Products under Optimal Markdown Time and Trade Credit Policies.” <i>OPSEARCH</i>, 2024.","apa":"Setak, M., Tavana, M., &#38; Talafi Daryani, H. (2024). A Two-Level Supply Chain Coordination Model for Perishable Products under Optimal Markdown Time and Trade Credit Policies. <i>OPSEARCH</i>.","ieee":"M. Setak, M. Tavana, and H. Talafi Daryani, “A Two-Level Supply Chain Coordination Model for Perishable Products under Optimal Markdown Time and Trade Credit Policies,” <i>OPSEARCH</i>, 2024.","ama":"Setak M, Tavana M, Talafi Daryani H. A Two-Level Supply Chain Coordination Model for Perishable Products under Optimal Markdown Time and Trade Credit Policies. <i>OPSEARCH</i>. 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A Novel Fuzzy General Best-Worst Method for Considering Diversity and Inclusion in Supplier Selection Programs. <i>Annals of Operations Research</i>. Published online 2024.","mla":"Tavana, Madjid, et al. “A Novel Fuzzy General Best-Worst Method for Considering Diversity and Inclusion in Supplier Selection Programs.” <i>Annals of Operations Research</i>, 2024.","short":"M. Tavana, S. Sorooshian, M. Sarvarizadehkouhpaye, H. Mina, Annals of Operations Research (2024).","chicago":"Tavana, Madjid, S. Sorooshian, M. Sarvarizadehkouhpaye, and H. Mina. “A Novel Fuzzy General Best-Worst Method for Considering Diversity and Inclusion in Supplier Selection Programs.” <i>Annals of Operations Research</i>, 2024.","ieee":"M. Tavana, S. Sorooshian, M. Sarvarizadehkouhpaye, and H. 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Oahu, Hawaii, USA, 2024.","short":"G. Schryen, M. Marrone, J. Yang, in: Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024), Oahu, Hawaii, USA, 2024.","apa":"Schryen, G., Marrone, M., &#38; Yang, J. (2024). Adopting Generative AI for Literature Reviews: An Epistemological Perspective. <i>Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)</i>.","ieee":"G. Schryen, M. Marrone, and J. 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A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response. <i>Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)</i>.","ieee":"H. Betke, M. Sperling, G. Schryen, and S. Sackmann, “A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response,” 2024.","short":"H. Betke, M. Sperling, G. Schryen, S. Sackmann, in: Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024), Oahu, Hawaii, USA, 2024.","chicago":"Betke, Hans, Martina Sperling, Guido Schryen, and Stefan Sackmann. “A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response.” In <i>Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)</i>. Oahu, Hawaii, USA, 2024.","mla":"Betke, Hans, et al. “A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response.” <i>Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)</i>, 2024.","ama":"Betke H, Sperling M, Schryen G, Sackmann S. A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response. In: <i>Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)</i>. ; 2024.","bibtex":"@inproceedings{Betke_Sperling_Schryen_Sackmann_2024, place={Oahu, Hawaii, USA}, title={A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response}, booktitle={Proceedings of the 57th Hawaii International Conference on System Science (HICSS 2024)}, author={Betke, Hans and Sperling, Martina and Schryen, Guido and Sackmann, Stefan}, year={2024} }"},"_id":"47429","language":[{"iso":"eng"}],"user_id":"51811","ddc":["000"],"year":"2024","title":"A Design Theory for Spontaneous Volunteer Coordination Systems in Disaster Response","status":"public","author":[{"first_name":"Hans","last_name":"Betke","full_name":"Betke, Hans"},{"id":"76460","last_name":"Sperling","first_name":"Martina","full_name":"Sperling, Martina"},{"first_name":"Guido","last_name":"Schryen","full_name":"Schryen, Guido","id":"72850"},{"full_name":"Sackmann, Stefan","last_name":"Sackmann","first_name":"Stefan"}],"date_updated":"2023-09-26T07:13:51Z","has_accepted_license":"1"},{"language":[{"iso":"eng"}],"_id":"57208","publisher":"Institute for Operations Research and the Management Sciences (INFORMS)","user_id":"88592","doi":"10.1287/trsc.2023.0434","status":"public","title":"Learning Dynamic Selection and Pricing of Out-of-Home Deliveries","year":"2024","publication_identifier":{"issn":["0041-1655","1526-5447"]},"author":[{"full_name":"Akkerman, Fabian","first_name":"Fabian","last_name":"Akkerman"},{"full_name":"Dieter, Peter","last_name":"Dieter","first_name":"Peter","id":"88592"},{"full_name":"Mes, Martijn","first_name":"Martijn","last_name":"Mes"}],"publication_status":"published","date_updated":"2024-11-19T18:59:24Z","date_created":"2024-11-18T18:40:55Z","type":"journal_article","department":[{"_id":"277"}],"publication":"Transportation Science","citation":{"mla":"Akkerman, Fabian, et al. “Learning Dynamic Selection and Pricing of Out-of-Home Deliveries.” <i>Transportation Science</i>, Institute for Operations Research and the Management Sciences (INFORMS), 2024, doi:<a href=\"https://doi.org/10.1287/trsc.2023.0434\">10.1287/trsc.2023.0434</a>.","ama":"Akkerman F, Dieter P, Mes M. Learning Dynamic Selection and Pricing of Out-of-Home Deliveries. <i>Transportation Science</i>. Published online 2024. doi:<a href=\"https://doi.org/10.1287/trsc.2023.0434\">10.1287/trsc.2023.0434</a>","bibtex":"@article{Akkerman_Dieter_Mes_2024, title={Learning Dynamic Selection and Pricing of Out-of-Home Deliveries}, DOI={<a href=\"https://doi.org/10.1287/trsc.2023.0434\">10.1287/trsc.2023.0434</a>}, journal={Transportation Science}, publisher={Institute for Operations Research and the Management Sciences (INFORMS)}, author={Akkerman, Fabian and Dieter, Peter and Mes, Martijn}, year={2024} }","apa":"Akkerman, F., Dieter, P., &#38; Mes, M. (2024). Learning Dynamic Selection and Pricing of Out-of-Home Deliveries. <i>Transportation Science</i>. <a href=\"https://doi.org/10.1287/trsc.2023.0434\">https://doi.org/10.1287/trsc.2023.0434</a>","ieee":"F. Akkerman, P. Dieter, and M. Mes, “Learning Dynamic Selection and Pricing of Out-of-Home Deliveries,” <i>Transportation Science</i>, 2024, doi: <a href=\"https://doi.org/10.1287/trsc.2023.0434\">10.1287/trsc.2023.0434</a>.","short":"F. Akkerman, P. Dieter, M. Mes, Transportation Science (2024).","chicago":"Akkerman, Fabian, Peter Dieter, and Martijn Mes. “Learning Dynamic Selection and Pricing of Out-of-Home Deliveries.” <i>Transportation Science</i>, 2024. <a href=\"https://doi.org/10.1287/trsc.2023.0434\">https://doi.org/10.1287/trsc.2023.0434</a>."},"abstract":[{"text":"<jats:p> Home delivery failures, traffic congestion, and relatively large handling times have a negative impact on the profitability of last-mile logistics. A potential solution is the delivery to parcel lockers or parcel shops, denoted by out-of-home (OOH) delivery. In the academic literature, models for OOH delivery are so far limited to static settings, contrasting with the sequential nature of the problem. We model the sequential decision-making problem of which OOH location to offer against what incentive for each incoming customer, taking into account future customer arrivals and choices. We propose dynamic selection and pricing of OOH (DSPO), an algorithmic pipeline that uses a novel spatial-temporal state encoding as input to a convolutional neural network. We demonstrate the performance of our method by benchmarking it against two state-of-the-art approaches. Our extensive numerical study, guided by real-world data, reveals that DSPO can save 19.9 percentage points (%pt) in costs compared with a situation without OOH locations, 7%pt compared with a static selection and pricing policy, and 3.8%pt compared with a state-of-the-art demand management benchmark. We provide comprehensive insights into the complex interplay between OOH delivery dynamics and customer behavior influenced by pricing strategies. The implications of our findings suggest that practitioners adopt dynamic selection and pricing policies. </jats:p><jats:p> History: This paper has been accepted for the Transportation Science special issue on TSL Conference 2023. </jats:p><jats:p> Funding: This work was supported by TKI DINALOG. </jats:p>","lang":"eng"}]},{"file":[{"date_updated":"2024-11-28T12:19:43Z","relation":"main_file","access_level":"closed","file_size":7398212,"file_name":"manuscript.pdf","content_type":"application/pdf","success":1,"file_id":"57482","creator":"peterd","date_created":"2024-11-28T12:19:43Z"}],"date_created":"2024-11-28T12:28:37Z","type":"working_paper","department":[{"_id":"277"}],"oa":"1","file_date_updated":"2024-11-28T12:19:43Z","citation":{"chicago":"Dieter, Peter, Philipp Speckenmeyer, and Guido Schryen. <i>The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers</i>, 2024. <a href=\"https://doi.org/10.2139/ssrn.5039888\">https://doi.org/10.2139/ssrn.5039888</a>.","short":"P. Dieter, P. Speckenmeyer, G. Schryen, The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers, 2024.","apa":"Dieter, P., Speckenmeyer, P., &#38; Schryen, G. (2024). <i>The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers</i>. <a href=\"https://doi.org/10.2139/ssrn.5039888\">https://doi.org/10.2139/ssrn.5039888</a>","ieee":"P. Dieter, P. Speckenmeyer, and G. Schryen, <i>The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers</i>. 2024.","ama":"Dieter P, Speckenmeyer P, Schryen G. <i>The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers</i>.; 2024. doi:<a href=\"https://doi.org/10.2139/ssrn.5039888\">10.2139/ssrn.5039888</a>","bibtex":"@book{Dieter_Speckenmeyer_Schryen_2024, title={The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers}, DOI={<a href=\"https://doi.org/10.2139/ssrn.5039888\">10.2139/ssrn.5039888</a>}, author={Dieter, Peter and Speckenmeyer, Philipp and Schryen, Guido}, year={2024} }","mla":"Dieter, Peter, et al. <i>The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers</i>. 2024, doi:<a href=\"https://doi.org/10.2139/ssrn.5039888\">10.2139/ssrn.5039888</a>."},"main_file_link":[{"open_access":"1","url":"https://ris.uni-paderborn.de/download/57481/57482.pdf"}],"language":[{"iso":"eng"}],"_id":"57481","user_id":"88592","doi":"10.2139/ssrn.5039888","ddc":["000"],"status":"public","year":"2024","title":"The On-Demand Delivery Problem: Assignment of Orders to Warehouses and Couriers","author":[{"id":"88592","first_name":"Peter","last_name":"Dieter","full_name":"Dieter, Peter"},{"id":"81294","full_name":"Speckenmeyer, Philipp","last_name":"Speckenmeyer","first_name":"Philipp"},{"id":"72850","last_name":"Schryen","first_name":"Guido","full_name":"Schryen, Guido"}],"date_updated":"2024-12-03T08:19:00Z","has_accepted_license":"1"},{"date_created":"2023-09-26T06:25:22Z","department":[{"_id":"277"}],"type":"journal_article","citation":{"bibtex":"@article{Burmeister_Guericke_Schryen_2024, title={A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-time Energy Tariffs}, journal={Flexible Services and Manufacturing Journal}, author={Burmeister, Sascha Christian and Guericke, Daniela and Schryen, Guido}, year={2024} }","ama":"Burmeister SC, Guericke D, Schryen G. A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-time Energy Tariffs. <i>Flexible Services and Manufacturing Journal</i>. Published online 2024.","mla":"Burmeister, Sascha Christian, et al. “A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-Time Energy Tariffs.” <i>Flexible Services and Manufacturing Journal</i>, 2024.","short":"S.C. Burmeister, D. Guericke, G. Schryen, Flexible Services and Manufacturing Journal (2024).","chicago":"Burmeister, Sascha Christian, Daniela Guericke, and Guido Schryen. “A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-Time Energy Tariffs.” <i>Flexible Services and Manufacturing Journal</i>, 2024.","ieee":"S. C. Burmeister, D. Guericke, and G. 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A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-time Energy Tariffs. <i>Flexible Services and Manufacturing Journal</i>."},"publication":"Flexible Services and Manufacturing Journal","_id":"47424","language":[{"iso":"eng"}],"user_id":"51811","author":[{"full_name":"Burmeister, Sascha Christian","first_name":"Sascha Christian","last_name":"Burmeister","orcid":"0000-0001-6679-0453","id":"32685"},{"last_name":"Guericke","first_name":"Daniela","full_name":"Guericke, Daniela"},{"id":"72850","full_name":"Schryen, Guido","last_name":"Schryen","first_name":"Guido"}],"status":"public","title":"A Memetic NSGA-II for the Multi-Objective Flexible Job Shop Scheduling Problem with Real-time Energy Tariffs","year":"2024","date_updated":"2026-04-27T09:12:58Z"},{"author":[{"id":"90391","first_name":"Lukas","last_name":"Knorr","full_name":"Knorr, Lukas"},{"id":"45189","first_name":"André","last_name":"Jungeilges","full_name":"Jungeilges, André"},{"full_name":"Pfeifer, Florian","first_name":"Florian","last_name":"Pfeifer","id":"22717"},{"id":"32685","full_name":"Burmeister, Sascha Christian","first_name":"Sascha Christian","last_name":"Burmeister","orcid":"0000-0001-6679-0453"},{"id":"86954","orcid":"0000-0002-1538-089X","first_name":"Henning","last_name":"Meschede","full_name":"Meschede, Henning"}],"title":"Regenerative Energien für einen effizienten Betrieb von Presshärtelinien","year":"2023","status":"public","date_updated":"2024-01-11T09:05:19Z","publisher":"4. Aachener Ofenbau- und Thermoprozess-Kolloquium","_id":"48335","language":[{"iso":"ger"}],"user_id":"45189","citation":{"ama":"Knorr L, Jungeilges A, Pfeifer F, Burmeister SC, Meschede H. <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. 4. Aachener Ofenbau- und Thermoprozess-Kolloquium; 2023.","bibtex":"@book{Knorr_Jungeilges_Pfeifer_Burmeister_Meschede_2023, place={Aachen}, title={Regenerative Energien für einen effizienten Betrieb von Presshärtelinien}, publisher={4. Aachener Ofenbau- und Thermoprozess-Kolloquium}, author={Knorr, Lukas and Jungeilges, André and Pfeifer, Florian and Burmeister, Sascha Christian and Meschede, Henning}, year={2023} }","mla":"Knorr, Lukas, et al. <i>Regenerative Energien für einen effizienten Betrieb von Presshärtelinien</i>. 4. Aachener Ofenbau- und Thermoprozess-Kolloquium, 2023.","short":"L. Knorr, A. Jungeilges, F. Pfeifer, S.C. Burmeister, H. 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