References

  1. Tong, “PSUADE User’s Manual, Version 1.2.0,” Tech. Rep. LLNL-SM-407882, Lawrence Livermore National Laboratory, Livermore, CA 94551-0808, May 2011.
  1. Cozad, N. V. Sahinidis, and D. C. Miller, “Automatic Learning of Algebraic Models for Optimization,” AIChE Journal, vol. 60, pp. 2211–2227, 2014.
    1. Storlie, H. D. Bondell, B. J. Reich, and H. H. Zhang, “Surface estimation, variable selection, and the nonparametric oracle property,” Statistica Sinica, vol. 21, no. 2, pp. 679–705, 2011.
    1. Storlie, B. J. Reich, J. C. Helton, L. P. Swiler, and C. J. Sallaberry, “Analysis of computationally demanding models with continuous and categorical inputs,” Reliability Engineering & System Safety, vol. 113, pp. 30–41, 2013.
    1. Reich, C. B. Storlie, and H. D. Bondell, “Variable selection in bayesian smoothing spline anova models: Application to deterministic computer codes,” Technometrics, vol. 51, no. 2, pp. 110–120, 2009.
    1. Wegstein, “Accelerating Convergence of Iterative Processes,” j-CACM, vol. 1, no. 6, pp. 9–13, 1958.
  1. Hansen, Towards a New Evolutionary Computation. Advances in Estimation of Distribution Algorithms, ch. The CMA Evolution Strategy: A Comparing Review, pp. 75–102. Springer, 2006.
    1. Johnson, “The nlopt nonlinear-optimization package.” http://ab-initio.mit.edu/nlopt, May 2015.
  1. Jones, T. Oliphant, P. Peterson, et al., “Scipy: Open source scientific tools for python.” http://www.scipy.org/, May 2015.
  1. Bhat, B. Sherman, K. Ajayi, B. Ng, J. Eslick, J. Ou, and J.Kress, “Solventfit: A calibration tool for solvent-based CO2 capture models,” in 2015 CCSI Industry Advisory Board (IAB) Program Review Meeting, (Reston, VA), September 2015.