Dr. Ciarallo is an Associate Professor in the Dept of Operational Sciences at the Air Force Institute of Technology (AFIT) in Dayton, Ohio. Before joining AFIT in 2019, he served on the faculty at the University of Arizona and most recently at Wright State University. He has also served as a visiting Assistant Professor at the University of California - Berkeley in 2001, and as a visiting researcher at the Technical University of Eindhoven (Netherlands) in 2010. Dr. Ciarallo is the Editor in Chief of the Journal of Defense Analytics and Logistics. Dr. Ciarallo’s research has appeared in journals such as Management Science, Decision Sciences, IEEE Transactions on Robotics and Automation, IEEE Transactions on Magnetics, European Journal of Operations Research, and Journal of Air Transport Management. He has been funded by sources such as the National Science Foundation, Ohio Department of Transportation, Air Force Material Command and Cardinal Health. Dr. Ciarallo received the 2023 Dean’s Distinguished Teaching Award at AFIT, 2013 Faculty Award for Excellence in Service, College of Engineering Wright State University; 2012 Moving Spirit Award, Institute for Operations Research and the Management Sciences (INFORMS) and 2000 Award for Distinguished Service, Manufacturing & Services Operations Management Society of INFORMS.
Doctor of Philosophy (PhD), Industrial Administration, Carnegie Mellon University (1993)
Master of Science (MS), Manufacturing & Operations Systems, Carnegie Mellon University (1988)
Bachelor of Science (BS), Electrical Engineering, Engineering & Public Policy, Carnegie Mellon University (1986)
2023 Dean’s Distinguished Teaching Professors Award, AFIT, December 2023
2013 Faculty Award for Excellence in Service, College of Engineering & Computer Science, Wright State University
2012 Moving Spirit Award, Institute for Operations Research and the Management Sciences (INFORMS)
Award for Distinguished Service, 2000, Manufacturing & Services Operations Management Society, (INFORMS)
Academic Years 1994-95, 1996-97, 1998-99, 1999-2000 Award for Excellence at the Student Interface, Systems & Industrial Engineering, University of Arizona
William Larimer Mellon Fellowship (1986-1990), Graduate School of Industrial Administrations, Carnegie Mellon University
Carnegie Mellon graduate (1986) with University Honors and Carnegie Institute of Technology Research Honors
Eta Kappa Nu (Electrical Engineering) and Tau Beta Pi (Engineering) Honorary Societies (1986)
Burroughs Scholar (1985), Carnegie Mellon University
Books
Refereed Journal Publications (accepted and published)
As of July 1, 2024 (Google Scholar): 1737 citations, H-Index 17
R.B. Walton*, F.W. Ciarallo, L.E. Champagne, “A unified digital twin approach incorporating virtual, physical, and prescriptive analytical components to support adaptive real-time decision-making.” Accepted for publication in Computers & Industrial Engineering, doi: 10.1016/j.cie.2024.110241
J. Kristbaum*, F. Ciarallo, “Strengthening Criteria Independence Through Optimization of Alternative Value Ratio Comparisons”, Processes, Vol 10, No 7, 2022, Special Issue on Advanced Multiple Criteria Decision-Making Methods for Novel Applications, ed. C.Y Lee, J.Z. Wu, doi:10.3390/pr10071301
J.P. Kristbaum*, F.W. Ciarallo, "Strategic Decision Facilitation: Supporting Critical Assumptions of the Human in Empirical Agent Based Modeling of Pairwise Value Comparisons", Systems, Vol 8, No 3, 2020, Special issue on Human Factors in Systems Engineering, ed. M. Miller, C. Rusnock, doi:10.3390/systems8030030
F.W. Ciarallo, R.R. Hill , K.K. Ward*, “An agent based model of passenger boarding for examining commercial aircraft boarding strategies”, Journal of Applied Operational Research, Vol 11, No 1, 2019, pp 2-17, orlabanalytics.ca/jaor/archive/v11n1.htm
A. Lowas*, F.W. Ciarallo, “Reliability and operations: Keys to lumpy aircraft spare parts demands”, Journal of Air Transport Management, Vol 50, No 1, 2016, pp 30-40, doi.org/10.1016/j.jairtraman.2015.09.004
F.W. Ciarallo, S. Niranjan, N. Brown*, “A Salt Inventory Management Strategy for Winter Maintenance”, Operations and Supply Chain Management: An International Journal, Vol 9, No 1, 2016, pp 31-49, journal.OSCM-Forum.org, doi:10.31387/oscm0230159
M.J. Bova*, F.W. Ciarallo, R.R. Hill, “Development of an Agent-Based Model for the Secondary Threat Resulting from a Ballistic Impact Event”, Journal of Simulation, Vol 10, No 1, 2016, pp 24-35, doi:10.1057/jos.2015.1
D.F. Lochtefeld*, F.W. Ciarallo, "Multi-objectivization via Decomposition: An Analysis of Helper-Objectives versus Complete Decomposition", European Journal of Operational Research, Volume 243, Issue 2, 2015, pp 395-404, doi.org/10.1016/j.ejor.2014.11.041
J.S. Knopp*, F. Ciarallo, R.V. Grandhi, “Developments in Probability of Detection Modeling and Simulation Studies”, Materials Evaluation, Volume 73, No. 1, Jan 2015, pp 55-61, ndtlibrary.asnt.org
S. Niranjan, F.W. Ciarallo, “Properties of Optimal Order-up-to Levels for the Newsvendor Problem with Random Capacity”, International Journal of Advanced Operations Management, Volume 6, No. 4, 2014, pp 353-376, doi.org/10.1504/IJAOM.2014.066830
D.F. Lochtefeld*, F.W. Ciarallo, “An Analysis of Decomposition Approaches in Multi-objectivization via Segmentation”, Applied Soft Computing, Volume 18, 2014, pp 209-222, doi.org/10.1016/j.asoc.2014.01.005
S. Niranjan*, F.W. Ciarallo, “Impact of Inventory Allocation Policies on Downstream Supply Variability in a Two-echelon System”, International Journal of Business Performance and Supply Chain Modelling, Volume 5, Issue 4, 2013, pp 401-429, doi.org/10.1504/IJBPSCM.2013.058205
B.L. Heath*, F.W. Ciarallo, and R.R. Hill, “An Agent-Based Modeling Approach to Analyze the Impact of Warehouse Congestion on Cost and Performance”, International Journal of Advanced Manufacturing Technology, Volume 67, Issue 1, 2013, pp 563-574, doi.org/10.1007/s00170-012-4505-5
B. Heath*, R. Hill, F.W. Ciarallo, “Validation in the Agent-Based Modeling Paradigm: Problems and a Solution”, International Journal of Simulation and Process Modelling, Volume 7, No. 4, October 2012, pp 229-239, doi.org/10.1504/IJSPM.2012.049817
D.F. Lochtefeld*, F.W. Ciarallo, “Multi-objectivization via Helper-objectives with the Tunable Objectives Problem”, IEEE Transactions on Evolutionary Computation, Volume 16, Issue 3, June 2012, pp 373-390, doi.org/10.1109/TEVC.2011.2136345
V. Kesaraju*, F.W. Ciarallo, “Integrated Simulation Combining Process-Driven and Event-Driven Models”, Journal of Simulation, Volume 6, No 1, January 2012, pp 9-20, doi.org/10.1057/jos.2010.27
D.F. Lochtefeld*, F.W. Ciarallo, “Helper-Objective Optimization Strategies for the Job-Shop Scheduling Problem”, Applied Soft Computing, Volume 11, Issue 6, September 2011, pp 4161-4174, doi.org/10.1016/j.asoc.2011.03.007
S. Niranjan*, F.W. Ciarallo, “Supply Performance in Multi-Echelon Inventory Systems with Intermediate Product Demand: A Perspective on Allocation”, Decision Sciences, Volume 42, No. 3, August 2011, pp 575-617, doi.org/10.1111/j.1540-5915.2011.00324.x
B. Heath*, R. Hill, F.W. Ciarallo, “A Survey of Agent-Based Modeling Practices (January 1998 to July 2008)”, Journal of Artificial Societies and Social Simulation, Volume 12, Issue 4, pp A143-A177, October 2009, jasss.soc.surrey.ac.uk/12/4/9.html
F. W. Ciarallo, V.V. Panicker*, S. Mahadevan*, R.R. Hill, “A Hybrid Intelligent Logistics Diagnostic Assistant”, Journal of Decision Systems, Volume 14, No. 3, pp. 215-240, September 2005, doi.org/10.3166/jds.14.215-240
F.W. Ciarallo, R.R. Hill, S. Mahadevan*, V. Chopra*, P.J. Vincent, C.S. Allen, “Building the Mobility Aircraft Availability Forecasting (MAAF) Simulation Model and Decision Support System”, Journal of Defense Modeling and Simulation, Volume 2, No. 2, pp. 57-69, April 2005, doi.org/10.1177/154851290500200201
Y. Xu*, S. Sen, F.W. Ciarallo, "An Agent Based Data Collection Architecture for Distributed Simulations", International Journal of Modeling & Simulation, Volume 24, No. 2, pp. 55-64, Feb. 2004, doi.org/10.1080/02286203.2004.11442287
C.C. Yang*, F.W. Ciarallo, M.M. Marefat, "Handling Uncertainties of Robot Manipulators and Active Vision by Constraint Propagation", Journal of Robotic Systems, Volume 19, no. 9, pp. 427-441, Sept. 2002, doi.org/10.1002/rob.10051
C.C. Yang*, F.W. Ciarallo, "Optimized Sensor Placement for Active Visual Inspection", Journal of Robotic Systems, Volume 18, No. 1, pp 1-15, 2001, doi.org/10.1002/1097-4563(200101)18:1<1::AID-ROB1>3.0.CO;2-O
C.C. Yang*, M.M. Marefat, F.W. Ciarallo, “Interval Constraint Networks for Tolerance Analysis and Synthesis”, Artificial Intelligence for Engineering - Design, Analysis and Manufacturing, Volume 14, No. 4, pp. 271-287, 2000, doi.org/10.1017/S0890060400144014
F.Y. Wang, T. Nan*, F.W. Ciarallo, G. Qin, “Neuro-Fuzzy Networks: Adaptive Fuzzy Modeling and Control”, International Journal of Computer & Information Science, Volume 1, No. 2, 2000, dl.acm.org/doi/10.5555/543107.543108
C.C. Yang*, M.M. Marefat, F.W. Ciarallo, “Modeling Errors for Dimensional Inspection Using Active Vision”, Robotics and Computer -Integrated Manufacturing, Volume 15, No. 1, pp. 23-37, 1999, doi.org/10.1016/S0736-5845(98)00025-8
R.G. Askin, F.W. Ciarallo, N.H. Lundgren*, “An Empirical Evaluation of Holonic and Fractal Layouts”, International Journal of Production Research, Volume 37, No. 5, pp. 961-978, 1999, doi.org/10.1080/002075499191355
C.C. Yang*, M.M. Marefat, F.W. Ciarallo, “Error Analysis and Planning Accuracy for Dimensional Measurement in Active Vision Inspection”, IEEE Transactions on Robotics and Automation, Volume 14, No. 3, pp. 476-487, 1998, doi.org/10.1109/70.678456
F.W. Ciarallo, R. Akella, T.E. Morton, “A Periodic Review Production Planning Model with Uncertain Capacity and Uncertain Demand: Optimality of Extended Myopic Policies”, Management Science, Volume 40, No. 3, pp. 320-332, 1994, doi.org/10.1287/mnsc.40.3.320
A. Layadi, J.O. Artman, F.W. Ciarallo, “Torque, FMR and Domain Mode FMR Relations in Thin Oblique Anisotropy Axis Films”, IEEE Transactions on Magnetics, Volume Mag-23, No. 5, 1987, doi.org/10.1109/TMAG.1987.1065512