Matlab optimization of an IMPRINT model of human behavior

2008 BRIMS Conference - Behavior Representation in Modeling and Simulation

Volumn , Issue , 2008, Pages 26-34

  Raymond, William D ^a   Fornberg, Bengt ^a   Buck Gengler, Carolyn J ^a   Healy, Alice F ^a   Bourne Jr , Lyle E ^a  

^a UNIVERSITY OF COLORADO   (United States)

Author keywords

Cognitive and motoric modeling; Digit data entry; Genetic algorithm minimization; IMPRINT; Individual differences; Matlab; Model optimization; Simulated annealing

Indexed keywords

COMPUTING ENVIRONMENTS; HUMAN BEHAVIORS; IMPRINT; INDIVIDUAL DIFFERENCES; MATLAB CODE; MODEL OPTIMIZATION; MODEL PARAMETERS; MODELS OF HUMAN PERFORMANCE; MULTIPLE SEARCH; OPTIMIZERS; PARAMETER SPACES; PARAMETER VALUES; SEARCH RESULTS; STOCHASTIC NATURE;

COMPUTER SIMULATION; GENETIC ALGORITHMS; SIMULATED ANNEALING; STOCHASTIC MODELS;

MATLAB;

EID: 80855153288     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Buck-Gengler, C. J., Raymond, W. D., Healy, A. F., & Bourne, L. E., Jr. (2007). Modeling data entry in IMPRINT. In T. Kelley & L. Allender (Eds.), Proceedings of the Sixteenth Conference on Behavior Representation in Modeling and Simulation (BRIMS) (pp. 205-206). Orlando, FL: Simulation Interoperability Standards Organization.
2. Dongarra, J., & Sullivan, F. (2000), Top 10 algorithms of the century, Computing in Science and Engineering, 2, 22-23.
3. Fendrich, D. W., Healy, A. F., & Bourne, L. E., Jr. (1991). Long-term repetition effects for motoric and perceptual procedures. Journal of Experimental Psychology: Learning, Memory, and Cognition, 17, 137-151.
4. Fornberg, B., Raymond, W. D., & Best, B. (2007), Model Evaluation - ACT-R, IMPRINT, and Matlab: Timing and complexity comparisons on a keystroke data entry test problem. Unpublished manuscript, University of Colorado, Boulder.
5. Gluck, K., Scheutz, M., Gunzelmann, G., Harris, J., & Kershner, J. (2007), Combinatorics meets processing power: Large-scale computational resources for BRIMS, In T. Kelley & L. Allender (Eds.), Proceedings of the Sixteenth Conference on Behavior Representation in Modeling and Simulation (BRIMS) (pp. 73-83). Orlando, FL: Simulation Interoperability Standards Organization.
6. Gonzalez, C., Fu, W.-T., Healy, A. F., Kole, J. A., & Bourne, L. E., Jr. (2006). ACT-R models of training data entry skills. In Proceedings of the Fifteenth Conference on Behavior Representation in Modeling and Simulation (pp. 101-109). Orlando, FL: Simulation Interoperability Standards Organization.
7. Healy, A. F. (2006, August). What we know and what we need to know in learning science to achieve greater efficiency and effectiveness in training. Invited paper presented at the Army Science of Learning Workshop. Hampton, VA.
8. Healy, A. F., Kole, J. A., Buck-Gengler, C. J., & Bourne, L. E., Jr. (2004). Effects of prolonged work on data entry speed and accuracy. Journal of Experimental Psychology: Applied, 10, 188-199.
9. Raymond, W. D. (2007, February). Toward implementing a taxonomy of training effects in IMPRINT. IMPRINT Technical Interchange Meeting, Boulder, CO.
10. Raymond, W. D., Buck-Gengler, C. J., Healy, A. F., & Bourne, L. E., Jr. (2007, April). Predicting differences in individual learning and performance in a motor skill task. Paper presented at the 77th Annual Convention of the Rocky Mountain Psychological Association Meeting, Denver, CO.
11. Roberts, S., & Pashler, H. (2000). How persuasive is a good fit? A comment on theory testing. Psychological Review, 107, 358-367.