CE 130L. Uncertainty, Design, and Optimization.
Department of Civil and Environmental Engineering
Edmund T. Pratt School of Engineering
Duke University - Box 90287,
Durham,
NC 27708-0287
Henri Gavin
- Associate Professor -
Henri.Gavin@Duke.edu
- tel: 919-660-5201 - fax: 919-660-5219
Reading for Martin Luther King Day
Assignments
Course Notes
Codes For Optimization
- ossrs.m and old_sqp.m
- Two methods to minimize a function of several parameters subject to a vector of inequality constraints,
minimize f(p) such that g(p) < 0.
f is a scalar objective function, p is a vector of paramters, and g is a vector of constraints.
- optim_options.m is needed for ossrs.m and old_sqp.m
- numhess.m numerically computes the Hessian of a function of several parameters.
Codes For Generating Random Variables
Reading and Resources
Optimization
- 'The Optimization Tree' Argonne National Labs
- An Optimized Step Size Random Search (OSSRS), Sheela, B.V., Computer Methods in Applied Mechanics and Engineering, 19 (1979): 99-106.
- Adaptive Step Size Random Search, Schumer, M.A. and Steiglitz, K., IEEE Transactions on Automatic Control, AC-13, No. 3 (1968): 270-276.
- Evaluation of Adaptive Step Size Random Search, White, L.J. and Day, R.G., IEEE Transactions on Automatic Control, AC-16, No. 5 (1971): 475-478.
- Valuation of some Random Search Methods,
Ugray, C., Optimization, 10(1) (1979): 57-65
- Introduction to Analyses of Adaptive Stochastic Search Methods for Global Optimization, by Zelda B. Zabinsky, University of Washington
- A General-Purpose Global Optimizer: Implementation and Applications, Pronzato, L., and Walter, E., Mathematics and Computers in Simulation XXVI (1984): 412-422.
- Nonlinear Programming, Becerra, Victor M., University of Reading
- Numerical Optimization, Ascher, Uri M., University of British Columbia
- Matlab Optimization Toolbox, The MathWorks.
- Sequential quadratic programming, Boggs, P.T., Acta Numerica, (1995): 1-51.
Uncertainty Analysis
- For Today’s Graduate, Just One Word: Statistics, Steve Lohr, New York Times,
August 5, 2009.
- Introduction to Probability and Statistics, John Walker, Fourmilab, Switzerland.
- Uncertainty in Probabilistic Risk Assessment, A.R. Daneshkhah, University of Sheffield, UK (2004).
- Aleatory and Epistemic Uncertainty Quantification for Engineering Applications, L.P. Swiler, A.A. Giunta, Sandia labs.
- Uncertainty Modeling and Analysis in Civil Engineering, Bilal M. Ayyub, CRC Press, 1997.
- Quantitative Analysis of Variability and Uncertainty in Energy and Environmental Systems H.C. Frey, N.C. State University.
- Engineering Design Reliability, Efstratios Nikolaidis, Dan M. Ghiocel, Suren Singhal, CRC Press, (2004)
- Uncertainty in Structural Engineering, William M. Bulleit, Practice Periodical on Structural Design and Construction, ASCE, 13(1): 24-30. (2008)
- Dealing with Uncertainty: From Health Risk Assessment to Environmental Decision Making,
Louis A. Cox, Jr. and Paolo F. Ricci, Journal of Energy Engineering, ASCE, 118(2): 77-94. (1992)
- Superfund Decision Analysis in the Presence of Uncertainty,
Aaron A. Jennings, Neel Mehta, and Sumeet Mohan, Journal of Environmental Engineering, ASCE, 120(5): 1132-1150. (1994)
- A review of Textbooks on Reliability and Structural Safety Andrzej S. Nowak, 2004.
- Introduction to Randomness and Random Numbers (random.org)
Solid Mechanics Review, References, and Software
Prestressed Concrete Beam Design
Water Supply and Treatment System
- RDU Airport Rainfall statistics, WRAL weather
-
The Spatial Distribution of Torrential Rain in the U.S. Southeast Florida Climate Center, Florida State University.
- Little River Reservoir and Lake Michie Elevations, City of Durham, NC.
- Water Supply and Treatment, City of Durham, NC.
- Annual Water Quality Reports, City of Durham, NC.
- The Story of Drinking Water, City of Durham, NC.
- Falls Lake Data, USGS
- Falls Lake Data, US Army Corps of Engineers
- Average Daily Water Use in North Carolina Cities, by week, North Carolina Department of Environment and Natural Resources
- The Future of Water in North Carolina, Strategies for Sustaining Clean and Abundant Water, Conference Report, August 2007.
- Comparison of Methods Used to Estimate Lake Evaporation for a Water Budget of Lake Sminole, Southwestern Georgia and Northwestern Florida, by Melinda S. Mosner and Brnet T. Aulenbach
- Evaporatoin Rates, by David Cook, Argonne National Labs
- Rain Water Solutions, Inc., Raleigh, NC
Structural Dynamics and Vibration Response
Miscellaneous
© 2001-2008 Henri P. Gavin; updated: 9-27-2001, 12-15-2003, 1-7-2004, 1-6-2005, 1-22-2005, 2-1-2005, 2-14-2005, 1-11-2006, 2-14-2008, 2-28-2008, 3-24-2008, 1-8-2009, 8-7-2009