Suchergebnisse - "Robert N. Boute"

Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda

Autoren: Koen W. De Bock Kristof Coussement Arno De Caigny et al.

Weitere Verfasser: Koen W. De Bock Kristof Coussement Arno De Caigny et al.

Quelle: European journal of operational research
European Journal of Operational Research

Schlagwörter: Interpretable Machine Learning, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], CHURN PREDICTION, Technology, Operations Research, Decision Analysis, INFORMATION, Economics, Social Sciences, Decision analysis, QUICK RESPONSE, RULE EXTRACTION, 46 Information and computing sciences, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], CLASSIFICATION, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], Business & Economics, REGRESSION, [INFO.INFO-RO]Computer Science [cs]/Operations Research [math.OC], MANAGEMENT, LEARNING-MODELS, ALGORITHM, Explainable Artificial İntelligence, XAIOR, 40 Engineering, Computer. Automation, Science & Technology, Interpretable machine learning, explainable artificial intelligence, Operations Research & Management Science, interpretable machine learning, [STAT.ML] Statistics [stat]/Machine Learning [stat.ML], Management, NETWORKS, XAI, Xaıor, [SHS.GESTION]Humanities and Social Sciences/Business administration, Xaı, Explainable artificial intelligence, [SHS.GESTION] Humanities and Social Sciences/Business administration, 49 Mathematical sciences, Mathematics

Dateibeschreibung: application/pdf; text

Zugangs-URL: https://lirias.kuleuven.be/handle/20.500.12942/726884
https://doi.org/10.1016/j.ejor.2023.09.026
https://repository.uantwerpen.be/docstore/d:irua:24123
https://hdl.handle.net/10067/2067540151162165141
https://hal.science/hal-04219546v1/document
https://hal.science/hal-04219546v1
https://doi.org/10.1016/j.ejor.2023.09.026
https://hdl.handle.net/20.500.12713/4340
https://eprints.soton.ac.uk/483940/

The beer game bullwhip effect mitigation: a deep reinforcement learning approach.

Autoren: Rozhkov, Maxim Alyamovskaya, Nataliya Zakhodiakin, Gleb

Quelle: International Journal of Production Research; Sep2025, Vol. 63 Issue 18, p6630-6647, 18p

Schlagwörter: REINFORCEMENT learning, SUPPLY chains, DEMAND forecasting, REWARD (Psychology), SUPPLY chain disruptions, INVENTORY control

Hierarchical production control and distribution planning under retail uncertainty with reinforcement learning.

Autoren: Deng, Yang Chow, Andy H. F. Yan, Yimo et al.

Quelle: International Journal of Production Research; Jun2025, Vol. 63 Issue 12, p4504-4522, 19p

Schlagwörter: DISTRIBUTION planning, SUPPLY chain management, INVENTORY control, PRODUCTION control, REINFORCEMENT learning

Active mission assignment for improving the effectiveness of opportunistic maintenance in a fleet of mission-critical systems.

Autoren: Lee, Jun Yu, JaeSang Hong, Yoo S.

Quelle: International Journal of Production Research; Apr2025, Vol. 63 Issue 8, p2741-2759, 19p

Schlagwörter: SYSTEMS availability, CONDITION-based maintenance, PREPAREDNESS, SCHEDULING

Increased Bullwhip in Retail: A Side Effect of Improving Forecast Accuracy with More Data?

Autoren: WELLENS, ARNOUD P. BOUTE, ROBERT N. UDENIO, MAXIMILIANO

Quelle: Foresight: The International Journal of Applied Forecasting; 2023 Q1, Issue 68, p25-30, 6p

Schlagwörter: OPERATING costs, WEATHER forecasting, INVENTORY shortages, CONSUMERS, DEMAND forecasting

Volume Flexibility at Responsive Suppliers in Reshoring Decisions: Analysis of a Dual Sourcing Inventory Model.

Autoren: Gijsbrechts, Joren Boute, Robert N Disney, Stephen M et al.

Quelle: Production & Operations Management; May2025, Vol. 34 Issue 5, p1114-1133, 20p

Schlagwörter: DECISION making, LEAD time (Supply chain management), CAPACITY (Law), UNITS of time, SUPPLIERS, INVENTORY costs

Using the proximal policy optimisation algorithm for solving the stochastic capacitated lot sizing problem.

Autoren: van Hezewijk, Lotte Dellaert, Nico Van Woensel, Tom et al.

Quelle: International Journal of Production Research; Mar2023, Vol. 61 Issue 6, p1955-1978, 24p, 10 Charts, 5 Graphs

Schlagwörter: REINFORCEMENT learning, PRODUCTION planning, INVENTORY control, MATHEMATICAL optimization, PRODUCTION management (Manufacturing), DYNAMIC programming, MARKOV processes

Reconciling platform vs. product optimisation by value-based margins on solutions and parameters.

Autoren: Alonso Fernández, Iñigo Panarotto, Massimo Isaksson, Ola et al.

Quelle: Journal of Engineering Design; Oct2024, Vol. 35 Issue 10, p1311-1338, 28p

Schlagwörter: ENGINEERING firms, HEAD-up displays, TIME perspective, ENGINEERING design, PRODUCT design

Optimal robust inventory management with volume flexibility: Matching capacity and demand with the lookahead peak‐shaving policy.

Autoren: Gijsbrechts, Joren Imdahl, Christina Boute, Robert N. et al.

Quelle: Production & Operations Management; Nov2023, Vol. 32 Issue 11, p3357-3373, 17p

Schlagwörter: INVENTORY control, INVENTORY costs, TRANSPORTATION planning, STOCHASTIC systems, SHAVING, MARKETING planning

Management Insights.

Autoren: Gorman, Michael F.

Quelle: Management Science; Sep2015, Vol. 61 Issue 9, piv-vi, 3p

Schlagwörter: WAGE bargaining, ONLINE shopping, TIPS & tipping (Gratuities)

AN APPROACH TO RELIABILITY ANALYSIS OF AIRCRAFT SYSTEMS FOR A SMALL DATASET.

Autoren: OKORO, Onyedikachi Chioma ZALISKYI, Maksym SERHII, Dmytriiev et al.

Quelle: Scientific Journal of Silesian University of Technology. Series Transport / Zeszyty Naukowe Politechniki Slaskiej. Seria Transport; 2023, Vol. 118, p207-217, 11p

Schlagwörter: DISTRIBUTION (Probability theory), MAINTENANCE costs

Geografische Kategorien: NIGERIA

Game—How to Share the Gains of Collaboration?

Autoren: Barbarino, Sergio Boute, Robert N.

Quelle: INFORMS Transactions on Education; Jan2023, Vol. 23 Issue 2, p57-63, 7p

Schlagwörter: SUPPLY chain management, SUPPLY chains, SHARING, CLASSROOMS, GRANTS (Money)

A joint replenishment production-inventory model as an MMAP[K]/PH[K]/1 queue.

Autoren: Noblesse, Ann M. Sonenberg, Nikki Boute, Robert N. et al.

Quelle: Stochastic Models; 2022, Vol. 38 Issue 3, p390-415, 26p

Schlagwörter: MATRIX analytic methods, STOCHASTIC orders, INVENTORY costs, LEAD time (Supply chain management), SUPPLY chains, ARTIFICIAL joints

Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems.

Autoren: Gijsbrechts, Joren Boute, Robert N. Van Mieghem, Jan A. et al.

Quelle: Manufacturing & Service Operations Management (M&SOM); May/Jun2022, Vol. 24 Issue 3, p1349-1368, 20p

Schlagwörter: REINFORCEMENT learning, INVENTORY control, MARKOV processes, SUPPLY chains, DYNAMIC programming, EDUCATIONAL computer games

Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories.

Autoren: Boute, Robert N. Disney, Stephen M. Gijsbrechts, Joren et al.

Quelle: Management Science; Feb2022, Vol. 68 Issue 2, p1039-1057, 19p

Schlagwörter: TIME series analysis, BREAK-even analysis, OPERATIONS management, OFFSHORE outsourcing, INVENTORY control, LEAD time (Supply chain management)

Global Dual Sourcing and Order Smoothing: The Impact of Capacity and Lead Times.

Autoren: Boute, Robert N. Van Mieghem, Jan A.

Quelle: Management Science; Sep2015, Vol. 61 Issue 9, p2080-2099, 20p, 13 Graphs

Schlagwörter: OFFSHORE outsourcing, REVERSE outsourcing, INVENTORY control, LEAD time (Supply chain management), INDUSTRIAL costs, MATHEMATICAL expansion, SIMULATION methods & models

Impact of replenishment rules with endogenous lead times on supply chain performance.

Autoren: Boute, Robert

Quelle: 4OR (1619-4500); Sep2007, Vol. 5 Issue 3, p261-264, 4p

Global Logistics and Supply Chain Strategies for the 2020s

Autoren: Rico Merkert Kai Hoberg

Resource Type: eBook.

Schlagworte: Business logistics, Physical distribution of goods

Categories: BUSINESS & ECONOMICS / Production & Operations Management, BUSINESS & ECONOMICS / Management Science, BUSINESS & ECONOMICS / Operations Research, TECHNOLOGY & ENGINEERING / Industrial Engineering

Innovative Technology at the Interface of Finance and Operations : Volume I

Autoren: Volodymyr Babich John R. Birge Gilles Hilary

Resource Type: eBook.

Schlagworte: Blockchains (Databases), Finance, Financial engineering

Categories: BUSINESS & ECONOMICS / General, BUSINESS & ECONOMICS / Corporate Finance / General, BUSINESS & ECONOMICS / Production & Operations Management

Handbook of Research on Strategic Supply Chain Management in the Retail Industry

Autoren: Narasimha Kamath Swapnil Saurav

Resource Type: eBook.

Schlagworte: Retail trade, Business logistics

Categories: BUSINESS & ECONOMICS / Operations Research, BUSINESS & ECONOMICS / Industries / Retailing, BUSINESS & ECONOMICS / Production & Operations Management