Research
Agent Based Modeling and Simulation
Cooperative Game Theory
Agent Based Simulation
Group Formation
Machine Learning
Operations Research, Operation Research, Operational Research
Computer Simulations, Computer Simulation, Computational Simulation, Computational Simulations
Human Agents
Management Science
Multi Agent
Real World Problem, Real World Problems
Systems Engineering, Systems Engineers, System Engineering
Multiple Municipalities
Reinforcement Learning
Case Study, Case Studies
Organizational Networks
Model Approach, Modeling Approach, Modelling Approach
Practical Aspects
Risk Analysis
List of Publications (51)
In 2022
49
Andrew J. Collins and Sheida Etemadidavan and Wael Khallouli. "Generating Empirical Core Size Distributions of Hedonic Games Using a Monte Carlo Method" (2022)
Found on Publication Page
In 2019
48
Collins, A. and Shull, J. and Thaviphoke, Y. "The need for simple educational case-studies to show the benefit of soft operations research to real-world problems" (2019)
Found on Publication Page
In 2018
47
Collins, A.J. and Hester, P.T. "Analyzing obesity using agent-based modeling and cognitive mapping" (2018)
Found on Publication Page
46
Collins, A.J. and Robinson, R.M. and Jordan, C.A. and Khattak, A. "Development of a traffic incident model involving multiple municipalities for inclusion in large microscopic evacuation simulations" (2018)
Found on Publication Page
45
Robinson, R.M. and Collins, A.J. and Jordan, C.A. and Foytik, P. and Khattak, A.J. "Modeling the impact of traffic incidents during hurricane evacuations using a large scale microsimulation" (2018)
Found on Publication Page
44
Leathrum, J.F. and Mielke, R.R. and Collins, A.J. and Audette, M.A. "Proposed unified discrete event simulation content roadmap for M&S curricula" (2018)
Found on Publication Page
In 2017
42
Collins, A.J. and Cornelius, C.V.M. and Sokolowski, J.A. "Agent-based model of criminal gang formation" (2017)
Found on Publication Page
41
Collins, A.J. and Frydenlund, E. "Agent-based modeling and strategic group formation: A refugee case study" (2017)
Found on Publication Page
40
Vernon-Bido, D. and Collins, A. "Dynamics of knowledge-seeking interactions in organizational networks" (2017)
Found on Publication Page
39
Collins, A.J. and Vernon-Bido, D. and Lane, J.E. "Individual strategic behavior in a team formation agent-based simulation" (2017)
Found on Publication Page
38
Ezell, B. and Bennett, S.P. and von Winterfeldt, D. and Sokolowski, J. and Collins, A.J. "Probabilistic risk analysis and terrorism risk" (2017)
Found on Publication Page
In 2016
36
Collins, A.J. and Ball, D.K. and Romberger, J. "A discussion on simulations' visualization usage" (2016)
Found on Publication Page
35
Collins, A.J. and Hester, P. and Ezell, B. and Horst, J. "An improvement selection methodology for key performance indicators" (2016)
Found on Publication Page
34
Elzie, T. and Frydenlund, E. and Collins, A.J. and Robinson, R.M. "Panic that spreads sociobehavioral contagion in pedestrian evacuations" (2016)
Found on Publication Page
33
Frydenlund, E. and Foytik, P.B. and Collins, A.J. and Robinson, R.M. and Jordan, C.A. "When the money runs dry: A system dynamics approach to critical infrastructure investment" (2016)
Found on Publication Page
In 2015
32
Collins, A. and Petty, M. and Vernon-Bido, D. and Sherfey, S. "A call to arms: Standards for agent-based modeling and simulation" (2015)
Found on Publication Page
30
Collins, A.J. and Frydenlund, E. and Elzie, T. and Robinson, R.M. "Agent-based Pedestrian evacuation modeling: A one- size fits all approach?" (2015)
Found on Publication Page
29
Collins, A.J. and Flanagan, D.W. and Ezell, B. "Analysis of the cost of emergency managers' meeting load: A Hampton road case-study" (2015)
Found on Publication Page
28
Elzie, T. and Frydenlund, E. and Collins, A.J. and Robinson, R.M. "Conceptualizing intragroup and intergroup dynamics within a controlled crowd evacuation" (2015)
Found on Publication Page
27
Vernon-Bido, D. and Collins, A. and Sokolowski, J. "Effective visualization in modeling & simulation" (2015)
Found on Publication Page
26
Collins, A.J. and Frydenlund, E. and Robinson, R.M. and Cetin, M. "Exploring a toll auction mechanism enabled by vehicle-to-infrastructure technology" (2015)
Found on Publication Page
25
Sherfey, S. and Collins, A.J. and Moses, P. and Marsillac, S. "Impacts of market behavior on distributed energy: A multi-disciplinary, hybridized modeling and simulation approach" (2015)
Found on Publication Page
24
Collins, A.J. and Harrison, D.M. and Seiler, M.J. "Mortgage modification and the decision to strategically default: A game theoretic approach" (2015)
Found on Publication Page
23
Wang, X. and Collins, A. "Popularity or proclivity? Revisiting agent heterogeneity in network formation" (2015)
Found on Publication Page
22
Collins, A.J. and Knowles-Ball, D. and Romberger, J. "Simulation visualization issues for users and customers" (2015)
Found on Publication Page
In 2014
21
Frydenlund, E. and Elzie, T. and Collins, A.J. and Robinson, R.M. "A hybridized approach to validation: The role of sociological research methods in pedestrian modeling" (2014)
Found on Publication Page
20
Collins, A. and Sokolowski, J. and Banks, C. "Applying reinforcement learning to an insurgency Agent-based Simulation" (2014)
Found on Publication Page
19
Collins, A. and Elzie, T. and Frydenlund, E. and Robinson, R.M. "Do groups matter? an agent-based modeling approach to pedestrian egress" (2014)
Found on Publication Page
18
Collins, A.J. and Foytik, P. and Frydenlund, E. and Robinson, R.M. and Jordan, C.A. "Generic incident model for investigating traffic incident impacts on evacuation times in large-scale emergencies" (2014)
Found on Publication Page
In 2013
17
Collins, A.J. and Seiler, M.J. and Gangel, M. and Croll, M. "Applying Latin hypercube sampling to agent-based models: Understanding foreclosure contagion effects" (2013)
Found on Publication Page
16
Gangel, M. and Seiler, M.J. and Collins, A. "Exploring the Foreclosure Contagion Effect Using Agent-Based Modeling" (2013)
Found on Publication Page
15
Collins, A.J. and Robinson, R.M. and Jordan, C.A. and Foytik, P. and Ezell, B.C. "Generic incident model for use in large-scale evacuation simulations" (2013)
Found on Publication Page
14
Gangel, M. and Seiler, M.J. and Collins, A.J. "Latin Hypercube Sampling and the Identification of the Foreclosure Contagion Threshold" (2013)
Found on Publication Page
13
Collins, A. and Thomas, L. "Learning competitive dynamic airline pricing under different customer models" (2013)
Found on Publication Page
12
Collins, A. and Ball, D.K. "Philosophical and Theoretic Underpinnings of Simulation Visualization Rhetoric and Their Practical Implications" (2013)
Found on Publication Page
11
Collins, A.J. and Vegesana, K.B. and Seiler, M.J. and O{'}Shea, P. and Hettiarachchi, P. and McKenzie, F. "Simulation and mathematical programming decision-making support for smallholder farming" (2013)
Found on Publication Page
10
Seiler, M.J. and Collins, A.J. and Fefferman, N.H. "Strategic mortgage default in the context of a social network: An epidemiological approach" (2013)
Found on Publication Page
In 2012
9
Collins, A. and Thomas, L. "Comparing reinforcement learning approaches for solving game theoretic models: A dynamic airline pricing game example" (2012)
Found on Publication Page
8
Turnitsa, C.D. and Collins, A.J. and Meyr, D. and Sherfey, S. "Financial implications of Modeling and Simulation standards: Practical aspects and theoretical analysis" (2012)
Found on Publication Page
5
Collins, A.J. and Meyr, D. and Sherfey, S. and Tolk, A. and Petty, M. "The value of modeling and simulation standards" (2012)
Found on Publication Page
In 2011
4
Petty, M.D. and Dunning, R.L. and Collins, A.J. "Correlation of characterizing attributes and success in military M&S standards" (2011)
Found on Publication Page
In 2010
1
Ezell, B.C. and Collins, A.J. "Response to Parnell, Smith, and Moxley, intelligent adversary risk analysis: A bioterrorism risk management model, risk analysis, Vol. 30, No. 1, 2010" (2010)
Found on Publication Page
