
Publications
Papers not linked here are available on request.
 Monson, C. K., Seppi, K. D., Confident but WeaklyInformed: Tackling PSO's Momentum Conundrum, (To Appear) In Proceedings of the IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014), Orlando, Florida, 2014
 Monson, C. K., Seppi, K. D., UnderInformed Momentum in PSO, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014), Vancouver, British Columbia, Canada, 2014 [poster] [paper]
 Monson, C. K., Simple Adaptive Cognition for PSO, In Proceedings of the Congress on Evolutionary Computation (CEC 2011), New Orleans, Louisiana, 2011 [pdf] [BibTeX Entry]
 Monson, C. K. (2006), No Free Lunch, Bayesian Inference, and Utility: A DecisionTheoretic Approach to Optimization.. Ph.D. Dissertation, Brigham Young University [pdf] [ps] [BibTeX Entry]
 Monson, C. K. and Seppi, K. D.A Graphical Model for Evolutionary Optimization, Evolutionary Computation Journal, 16(3):289313 [pdf] [ps] [BibTeX Entry]
 Carroll, J., Monson, C. K., and Seppi, K. D., A Bayesian CMAC for HighAssurance Supervised Learning, In Proceedings of the International Joint Conference on Neural Networks Workshop on Applications of Neural Networks in HighAssurance Systems 2007, Orlando, FL, 2007 [pdf]
 McNabb, A. W., Monson, C. K., and Seppi, K. D., Parallel PSO Using MapReduce, In Proceedings of the Congress on Evolutionary Computation (CEC 2007), Singapore, 2007 [pdf] [BibTeX Entry]
 Monson, C. K., Seppi, K. D., and Carroll, J., A Utile Function Optimizer, In Proceedings of the Congress on Evolutionary Computation (CEC 2007), Singapore, 2007 [pdf] [ps]
 McNabb, A. W., Monson, C. K., and Seppi, K. D., MRPSO: MapReduce Particle Swarm Optimization, In Proceedings of the Genetic and Evolutionary Computation Conference Poster Session (GECCO 2007), London, England
 Monson, C. K., Seppi, K. D. Adaptive Diversity in PSO, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, (page numbers coming) 2006
[pdf] [ps]
 Mullen, P. B., Monson, C. K., Seppi, K. D. Particle Swarm Optimization in Dynamic Pricing, In Proceedings of the Congress on Evolutionary Computation (CEC 2006), Vancouver, B.C., pp. 43754382, 2006
[pdf] [ps] [BibTeX Entry]
 Monson, C. K., Seppi, K. D. Linear Equality Constraints and Homomorphous Mappings in PSO, In Proceedings of the Congress on Evolutionary Computation (CEC 2005), Edinburgh, U.K, pp. 7380, 2005
[pdf] [ps] [BibTeX Entry]
 Monson, C. K., Seppi, K. D. Exposing OriginSeeking Bias in PSO, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005), Washington, D. C., pp. 241248, 2005
[pdf] [ps] [BibTeX Entry]
 Monson, C. K, Seppi, K. D. Bayesian Optimization Models for Particle Swarms, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005), Washington, D. C., pp. 193200, 2005
[pdf] [ps] [BibTeX Entry]
 Monson, C. K, Wingate, D., Seppi, K. D., and Peterson, T. S., Variable Resolution Discretization in the Joint Space, In Proceedings of the International Conference on Machine Learning and Applications (ICMLA 2004), Louisville, Kentucky, 2004
[pdf] [ps] [BibTeX Entry]
 Monson, C. K and Seppi, K. D., Improving on the Kalman Swarm: Extracting Its Essential Characteristics, In Late Breaking Papers of the Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, Washington, 2004
[pdf] [ps] [BibTeX Entry]
 Monson, C. K and Seppi, K. D., The Kalman Swarm: A New Approach to Particle Motion in Swarm Optimization, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, Washington, pp. 140150, 2004
[pdf] [ps] [BibTeX Entry]
 Monson, C. K., Reinforcement Learning in the Joint Space: Value Iteration in Worlds with Continuous States and Actions, Master's Thesis, Brigham Young University Department of Computer Science, 2003
[pdf] [ps] [BibTeX Entry]

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