Sudoku puzzle approach for the drugs assignment in an automated dispensing cabinets

References

• Ageron, B., S. Benzidia, and M. Bourlakis. 2018 January. “Healthcare Logistics and Supply Chain–issues and Future Challenges.” Supply Chain Forum: An International Journal 19 (1): 1–3. Taylor & Francis. doi:10.1080/16258312.2018.1433353.
   Google Scholar
• Agrawal, A. 2009. “Medication Errors: Prevention Using Information Technology Systems.” British Journal of Clinical Pharmacology 67 (6): 681–686. doi:10.1111/j.1365-2125.2009.03427.x.
   PubMed Web of Science ®Google Scholar
• Ahuja, R. K., J. B. Orlin, and A. Tiwari. 2000. “A Greedy Genetic Algorithm for the Quadratic Assignment Problem.” Computers & Operations Research 27 (10): 917–934. doi:10.1016/S0305-0548(99)00067-2.
   Web of Science ®Google Scholar
• American Society of Health-System Pharmacists. 1993. “ASHP Guidelines on Preventing Medication Errors in Hospitals.” American Journal of Health-System Pharmacy 50 (2): 305–314. doi:10.1093/ajhp/50.2.305.
   Google Scholar
• Authority, P. P. S. 2005. “Problems Associated with Automated Dispensing Cabinets.” Patient Saf Authority 2 (3): 21–23.
   Google Scholar
• Azarbonyad, H., and R. Babazadeh. 2014. “A Genetic Algorithm for Solving Quadratic Assignment Problem (QAP).” arXiv preprint arXiv:1405.5050.
   Google Scholar
• Basco, W. T., M. Ebeling, T. C. Hulsey, and K. Simpson. 2010. “Using Pharmacy Data to Screen for Look-alike, Sound-alike Substitution Errors in Pediatric Prescriptions.” Academic Pediatrics 10 (4): 233–237. doi:10.1016/j.acap.2010.04.024.
   PubMed Web of Science ®Google Scholar
• Bonnabry. P . (2005). “Information Technologies for the Prevention of Medication Errors.” CHIMIA International Journal for Chemistry 59 (6): 359–361.
   Google Scholar
• Bowman, S. 2013. “Impact of Electronic Health Record Systems on Information Integrity: Quality and Safety Implications.” Perspectives in Health Information Management 10 (Fall).
   PubMedGoogle Scholar
• Braun, P. J., and J. Sallustio, McKesson Automation Inc. 2011. “Proximity-based Inventory Management System Using RFID Tags to Aid in Dispensing and Restocking Inventory.” U.S. Patent 8,006,903.
   Google Scholar
• Chapuis, C. (2009). Impact d’une armoire à pharmacie sécurisée en réanimation médicale sur l’iatrogénèse médicamenteuse, la gestion des médicaments et la perception des utilisateurs (Doctoral dissertation).
   Google Scholar
• Chatterjee, S., S. Paladhi, and R. Chakraborty. “A Comparative Study On The Performance Characteristics Of Sudoku Solving Algorithms.” IOSR Journals (IOSR Journal of Computer Engineering) 1 (16): 69–77.
   Google Scholar
• Cheung, K. C., M. L. Bouvy, and P. A. De Smet. 2009. “Medication Errors: The Importance of Safe Dispensing.” British Journal of Clinical Pharmacology 67 (6): 676–680. doi:10.1111/j.1365-2125.2009.03428.x.
   PubMed Web of Science ®Google Scholar
• Chi, E. C., and K. Lange. 2012. “Techniques for Solving Sudoku Puzzles.” arXiv preprint arXiv:1203.2295.
   Google Scholar
• Chiang, W. C., and C. Chiang. 1998. “Intelligent Local Search Strategies for Solving Facility Layout Problems with the Quadratic Assignment Problem Formulation.” European Journal of Operational Research 106 (2–3): 457–488. doi:10.1016/S0377-2217(97)00285-3.
   Web of Science ®Google Scholar
• Cimikowski, R., and E. Mooney. 1995. “Heuristics for a New Model of Facility Layout.” Computers & Industrial Engineering 29 (1–4): 273–277. doi:10.1016/0360-8352(95)00084-E.
   Google Scholar
• Corry, P., and E. Kozan. 2004. “Ant Colony Optimisation for Machine Layout Problems.” Computational Optimization and Applications 28 (3): 287–310. doi:10.1023/B:COAP.0000033965.99769.98.
   Web of Science ®Google Scholar
• Cousein, E., J. Mareville, A. Lerooy, A. Caillau, J. Labreuche, D. Dambre, P. Odou, et al. 2014. “Effect of Automated Drug Distribution Systems on Medication Error Rates in a Short‐stay Geriatric Unit.” Journal of Evaluation in Clinical Practice 20 (5): 678–684. doi:10.1111/jep.12202.
   PubMed Web of Science ®Google Scholar
• Esmaili, N., B. A. Norman, and J. Rajgopal. 2018. “Shelf-space Optimization Models in Decentralized Automated Dispensing Cabinets.” Operations Research for Health Care 19: 92–106. doi:10.1016/j.orhc.2018.03.005.
   Web of Science ®Google Scholar
• Filik, R., J. Price, I. Darker, D. Gerrett, K. Purdy, and A. Gale. 2010. “The Influence of Tall Man Lettering on Drug Name Confusion.” Drug Safety 33 (8): 677–687. doi:10.2165/11532360-000000000-00000.
   PubMed Web of Science ®Google Scholar
• Findlay, R., A. Webb, and J. Lund. 2015. “Implementation of Advanced Inventory Management Functionality in Automated Dispensing Cabinets.” Hospital Pharmacy 50 (7): 603–608. doi:10.1310/hpj5007-603.
   PubMedGoogle Scholar
• Flynn, E. A., and K. N. Barker. 2006. “Effect of an Automated Dispensing System on Errors in Two Pharmacies.” Journal of the American Pharmacists Association 46 (5): 613–615. doi:10.1331/1544-3191.46.5.613.Flynn.
   PubMed Web of Science ®Google Scholar
• Forni, A., H. T. Chu, and J. Fanikos. 2010. “Technology Utilization to Prevent Medication Errors.” Current Drug Safety 5 (1): 13–18. doi:10.2174/157488610789869193.
   PubMedGoogle Scholar
• Fung, E. Y., B. Leung, D. Hamilton, and J. Hope. 2009. “Do Automated Dispensing Machines Improve Patient Safety?” The Canadian Journal of Hospital Pharmacy 62 (6): 6. doi:10.4212/cjhp.v62i6.852.
   Google Scholar
• Gaunt, M. J., J. Johnston, and M. M. Davis. 2007. “Automated Dispensing Cabinets.” AJN the American Journal of Nursing 107 (8): 27–28. doi:10.1097/01.NAJ.0000282287.42452.0a.
   PubMed Web of Science ®Google Scholar
• Grissinger, M. 2012a. “Tall Man Letters are Gaining Wide Acceptance.” Pharmacy and Therapeutics 37 (3): 132.
   Google Scholar
• Grissinger, M. 2012b. “Safeguards for Using and Designing Automated Dispensing Cabinets.” Pharmacy and Therapeutics 37 (9): 490.
   Google Scholar
• Hachemi, K., and H. Alla (2013). Affectation de médicaments dans un système automatisée de dispensation de médicaments : approche basée sur la synthèse de contrôleur par réseau de petri.
   Google Scholar
• Helmons, P. J., A. J. Dalton, and C. E. Daniels. 2012. “Effects of a Direct Refill Program for Automated Dispensing Cabinets on Medication-refill Errors.” American Journal of Health-System Pharmacy 69 (19): 1659–1664. doi:10.2146/ajhp110503.
   PubMed Web of Science ®Google Scholar
• Hölldobler, S., and L. Schweizer (2014). April. Answer Set Programming and Clasp a Tutorial. In Young Scientists’ International Workshop on Trends in Information Processing (YSIP) (p. 77).
   Google Scholar
• Holmes, W., K. V. Savage, and C. A. Tyack, SupplyPro Inc.. 2010. “Apparatus for Securing Drawer Contents.” U.S. Patent 7,657,344.
   Google Scholar
• Koopmans, T. C., and M. Beckmann. 1957. “Assignment Problems and the Location of Economic Activities.” Econometric: Journal of the Econometric Society 25 (1): 53–76. doi:10.2307/1907742.
   Web of Science ®Google Scholar
• Kritchanchai, D., S. Hoeur, and P. Engelseth. 2018 January. “Develop a Strategy for Improving Healthcare Logistics Performance.” In Supply Chain Forum: An International Journal 19 (1): 55–69. Taylor & Francis. doi:10.1080/16258312.2017.1416876.
   Google Scholar
• Kundig, F. 2011. “Médicaments Look-alike, Sound-alike: Un Enjeu Important Dans Le Domaine De L’infectiologie.” Revue médicale suisse 7: 312.
   Google Scholar
• Landry, S., and R. Philippe. 2004 January. “How Logistics Can Service Healthcare.” In Supply Chain Forum: An International Journal 5 (2): 24–30. Taylor & Francis. doi:10.1080/16258312.2004.11517130.
   Google Scholar
• McCoy L. K. 2005. “Look-Alike Drugs Review: Include Look-Alike Packaging as an Additionnal Safety Check Joint Commission.” Journal on Quality and Patient Safety 31 (1): 47–53.
   Google Scholar
• Meller, R. D., V. Narayanan, and P. H. Vance. 1998. “Optimal Facility Layout Design.” Operations Research Letters 23 (3): 117–127. doi:10.1016/S0167-6377(98)00024-8.
   Web of Science ®Google Scholar
• Ostrander, K., and J. W. Denny. 2017. Medicament Information System and Method U.S. Patent No. 9,750,899. Washington, DC: U.S. Patent and Trademark Office.
   Google Scholar
• Oswald, S., and R. Caldwell. 2007. “Dispensing Error Rate after Implementation of an Automated Pharmacy Carousel System.” American Journal of Health-System Pharmacy 64 (13): 13. doi:10.2146/ajhp060313.
   Web of Science ®Google Scholar
• Pazour, J. A., and R. D. Meller. 2012. “A Multiple-drawer Medication Layout Problem in Automated Dispensing Cabinets.” Health Care Management Science 15 (4): 339–354. doi:10.1007/s10729-012-9197-8.
   PubMed Web of Science ®Google Scholar
• Pedersen, C. A., P. J. Schneider, and D. J. Scheckelhoff. 2006. “ASHP National Survey of Pharmacy Practice in Hospital Settings: Dispensing and Administration—2005.” American Journal of Health-System Pharmacy 63 (4): 4. doi:10.2146/ajhp050538.
   Web of Science ®Google Scholar
• Pedersen, C. A., P. J. Schneider, and D. J. Scheckelhoff. 2012. “ASHP National Survey of Pharmacy Practice in Hospital Settings: Dispensing and Administration-2011.” American Journal of Health-System Pharmacy 69 (9): 768. doi:10.2146/ajhp110735.
   PubMed Web of Science ®Google Scholar
• Pedersen, C. A., P. J. Schneider, and D. J. Scheckelhoff. 2015. “ASHP National Survey of Pharmacy Practice in Hospital Settings: Dispensing and Administration–2014.” American Journal of Health-System Pharmacy 72 (13): 1119–1137. doi:10.2146/ajhp150032.
   PubMed Web of Science ®Google Scholar
• Rasmussen, R. 2007. “QAP—not so Hard in Spreadsheets.” Omega 35 (5): 541. doi:10.1016/j.omega.2005.10.002.
   Web of Science ®Google Scholar
• Rochais, É., S. Atkinson, M. Guilbeault, and J. F. Bussières. 2014. “Nursing Perception of the Impact of Automated Dispensing Cabinets on Patient Safety and Ergonomics in a Teaching Health Care Center.” Journal of Pharmacy Practice 27 (2): 150. doi:10.1177/0897190013507082.
   PubMedGoogle Scholar
• Said, G. A. E. N. A., A. M. Mahmoud, and E. S. M. El-Horbaty. 2014. “A Comparative Study of Meta-heuristic Algorithms for Solving Quadratic Assignment Problem.” arXiv preprint arXiv:1407.4863.
   Google Scholar
• Samuelsson, A., and R. Hellgren (2015). Computer Evaluation of Sudoku difficulty.Marmion, M. É. (2011). Recherche Locale Et Optimisation Combinatoire : De L’analyse Structurelle D’un Problème À La Conception D’algorithmes Efficaces (Doctoral dissertation, Université des Sciences et Technologie de Lille-Lille I).
   Google Scholar
• Simonis, H. 2005. “Sudoku as a Constraint Problem.” In Proc. 4th Int. Works. Modelling and Reformulating Constraint Satisfaction Problems, 13–27.
   Google Scholar
• Soto, R., B. Crawford, C. Galleguillos, E. Monfroy, and F. Paredes. 2014. “A Prefiltered Cuckoo Search Algorithm with Geometric Operators for Solving Sudoku Problems.” The Scientific World Journal 2014: 1–12. doi:10.1155/2014/465359.
   Google Scholar
• Talbi, E. G., O. Roux, C. Fonlupt, and D. Robillard. 2001. “Parallel Ant Colonies for the Quadratic Assignment Problem.” Future Generation Computer Systems 17 (4): 441–449. doi:10.1016/S0167-739X(99)00124-7.
   Google Scholar
• Tang, Y., Z. Wu, and C. Zhu. 2015. “An Improved Strategy for Solving Sudoku by Sparse Optimization Methods.” arXiv preprint arXiv:1507.05995.
   Google Scholar
• Tsao, N. W., C. Lo, M. Babich, K. Shah, and N. J. Bansback. 2014. “Decentralized Automated Dispensing Devices: Systematic Review of Clinical and Economic Impacts in Hospitals.” The Canadian Journal of Hospital Pharmacy 67 (2): 138. doi:10.4212/cjhp.v67i2.1343.
   PubMedGoogle Scholar
• Wang, L., W. Zhang, B. Yan, and A. Cai. 2016. “Equivalence of L0 and L1 Minimizations in Sudoku Problem.” arXiv preprint arXiv:1605.01031.
   Google Scholar
• Xu, Y. L., M. H. Lim, Y. S. Ong, and J. Tang. 2006 July. “A GA-ACO-local Search Hybrid Algorithm for Solving Quadratic Assignment Problem.” In Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation, 599–606. ACM.
   Google Scholar
• Yanamandra, R. 2018 April. “Development of an Integrated Healthcare Supply Chain Model.” Supply Chain Forum: An International Journal 19 (2): 111–121. Taylor & Francis. doi:10.1080/16258312.2018.1475823.
   Google Scholar
• Yew Wong, K., and P. Chiak See. 2010. “A Hybrid Ant Colony Optimization Algorithm for Solving Facility Layout Problems Formulated as Quadratic Assignment Problems.” Engineering Computations 27 (1): 117–128. doi:10.1108/02644401011008559.
   Web of Science ®Google Scholar
• Yip, P. P., and Y. H. Pao. 1993 October. “A New Optimizer for the Facility Layout Problem. In Neural Networks. IJCNN’93-Nagoya.” In Proceedings of International Joint Conference On, Vol. 2, 1573–1576. IEEE.
   Google Scholar