Publications & Presentations

JOURNAL ARTICLES

Farrell, D. M., B. S. Minsker , D. Tcheng , D. Searsmith , J. Bohn , D. Beckman, "Data Mining To Improve Management And Reduce Costs Of Environmental Remediation", J. of Hydroinformatics, in press. Abstract

Babbar, M. and B. S. Minsker, "Groundwater Remediation Design Using Multiscale Genetic Algorithms" Journal of Water Resources and Planning Management, in press. Abstract

Ren, X. and B. S. Minsker, "Which Groundwater Remediation Objective is Better, a Realistic One or a Simple One?" Journal of Water Resources and Planning Management, 131(5), 351-361, 2005. Abstract

Espinoza, F. P., B. S. Minsker, and D. E. Goldberg, "Adaptive Hybrid Genetic Algorithm for Groundwater Remediation Design." Journal of Water Resources and Planning Management, 131(1), 14-24, 2005. Abstract

Michael, W. J., B. S. Minsker, D. Tcheng, and A. J. Valocchi, "Integrating Data Sources to Improve Hydraulic Head Predictions: A Hierarchical Machine Learning Approach." Water Resources Research, 41(3), 2005, W03020 10.1029/2003WR002802. Abstract

Reed, P., T.R. Ellsworth, and B.S. Minsker, "Spatial Interpolation Methods for Nonstationary Plume Data." Ground Water, 42(2), 190-202, 2004. Abstract

Liu, Y., and B. S. Minsker, "Full multiscale approach for optimal control of in-situ bioremediation." Journal of Water Resources and Planning Management, 130(1), 26-32, 2004. Abstract

Reed, P. and B. S. Minsker, "Striking the Balance: Long Term Groundwater Monitoring Design for Multiple, Conflicting Objectives." Journal of Water Resources and Planning Management, 130(2), 140-149, 2004. Abstract

Reed, P., B. S. Minsker, and D. E. Goldberg, "Simplifying Multiobjective Optimization: An Automated Design Methodology for the Nondominated Sorted Genetic Algorithm-II." Water Resources Research , Vol. 39, No. 7, 1196, doi:10.1029/2002WR001483, 2003. Abstract

Gopalakrishnan, G., and B. Minsker, “Optimal sampling in a noisy genetic algorithm for risk-based remediation design,” Journal of Hydroinformatics, 5(1), 11-25, 2003. Abstract

Liu, Y., and B. S. Minsker, "Efficient multiscale methods for optimal in situ bioremediation design." Journal of Water Resources and Planning Management, 128(3), 227-236, 2002. Abstract

Liu, Y., B. S. Minsker, and F. Saied, "A one-way spatial multiscale method for optimal bioremediation design." Journal of Water Resources and Planning Management, 127(2), 130-139, 2001. Abstract

Reed, P. M., B. S. Minsker, and D. E. Goldberg, "A multiobjective approach to cost effective long-term groundwater monitoring using an elitist nondominated sorted genetic algorithm with historical data." Invited paper, Journal of Hydroinformatics, 3, 71-89, 2001. Abstract

Reed, P. M., B. S. Minsker, and A. J. Valocchi. "Cost effective long-term groundwater monitoring design using a genetic algorithm and global mass interpolation." Water Resources Research, 36(12), 3731-3741, 2000. Abstract

Reed., P. M., B. S. Minsker, and D. E. Goldberg. "Designing a Competent Simple Genetic Algorithm for Search and Optimization." Water Resources Research, 36(12), 3757-3761, 2000. Abstract

Smalley, J. B., B. S. Minsker, and D. E. Goldberg. "Risk-based in situ bioremediation design using a noisy genetic algorithm." Water Resources Research, 36(10), 3043-3052, 2000. Abstract

Kosegi, J. M., B. S. Minsker, and D. E. Dougherty, "A feasibility study of thermal in situ bioremediation of dense nomnaqueous phase liquids." Journal of Environmental Engineering, 126(7), 601-610, 2000. Abstract

Minsker, B. S., and C. A. Shoemaker, "Quantifying the effects of uncertainty on optimal groundwater bioremediation policies." Water Resources Research, 34(12), 3615 - 3625, 1998. Abstract

Minsker, B. S., and C. A. Shoemaker, "Dynamic optimal control of in-situ bioremediation of groud water." Journal of Water Resources Planning and Management, 124(3), 149-161, 1998. Abstract

Minsker, B. S., and C. A. Shoemaker, "Computational issues for optimal in-situ bioremediation design." Journal of Water Resources Planning and Management, ASCE, 124(1), 39-46, 1998. Abstract

Minsker, B. S., and C. A. Shoemaker, "Differentiating a finite element biodegradation simulation model for optimal control." Water Resources Research, 32(1), 187-192, 1996. Abstract

THESIS AND DISSERTATIONS

Kosegi, J. M., Thermally Enhancing In-Situ Bioremediation of DNAPLs -- A Feasibility Study, M. S. Thesis, University of Illinois, 1998.

Smalley, J. B., Risk-Based In Situ Bioremediation Design, M. S. Thesis, University of Illinois, 1998.

Reed, P. M., Cost Effective Long-term Groundwater Monitoring Design using a Genetic Algorithm and Global Mass Interpolation, M. S. Thesis, University of Illinois, 1999.

Gopalakrishnan, G., Optimal Sampling in a Noisy Genetic Algorithm for Risk-Based Remediation Design, M. S. Thesis, University of Illinois, 2001.

Liu, Y. Multiscale Approach to Optimal Control of In-Situ Bioremediation of Groundwater, Ph. D. Thesis, University of Illinois, 2001.

Reed, P. Striking the Balance: Long-Term Groundwater Monitoring Design for Multiple Conflicting Objectives, Ph. D. Thesis, University of Illinois, 2002.

Michael, W. Integrating Data Sources to Improve Long-Term Monitoring and Management: A Hierarchical Machine Learning Approach, M. S. Thesis, University of Illinois, 2002.

Babbar, M. Multiscale Parallel Genetic Algorithms for Optimal Groundwater Remediation Design , M. S. Thesis, University of Illinois, 2002.

Arst, R. Which are Better, Probabalistic Model-Building Genetic Algorithms (PMBGAs) or Simple Genetic Algorithms (SGAs)? A Comparison for an Optimal Groundwater Remediation Design Problem , M. S. Thesis, University of Illinois, 2002.

Espinoza, F. A Self-Adaptive Hybrid Genetic Algorithm For Optimal Groundwater Remediation Design, Ph. D. Thesis, University of Illinois, 2003.

Ren, X. Which Groundwater Remediation Objective Is Better, A Realistic One Or A Simple One?, M. S. Thesis, University of Illinois, 2003.

Singh, A. Uncertainty Based Multi-Objective Optimization Of Groundwater Remediation Design, M. S. Thesis, University of Illinois, 2003.

Farrell, D. M. Data Mining to Improve Management and Reduce Costs Associated with Environmental Remediation, M. S. Thesis, University of Illinois, 2004.

Sinha, E. Multiscale Island Injection Genetic Algorithms for Groundwater Remediation, M. S. Thesis, University of Illinois, 2004.

Zavislak, M. Constraint Handling in Groundwater Remediation Design with Genetic Algorithms, M. S. Thesis, University of Illinois, 2004.

Hayes, M. Evaluation of Advanced Genetic Algorithms Applied to Groundwater Remediation Design, M. S. Thesis, University of Illinois, 2005.

Bhagwat, A. Preliminary Cyberinfrastructure Needs Assessment and Technology Review for CLEANER (Collaborative Large-scale Engineering Analysis Network for Environmental Research), M. S. Thesis, University of Illinois, 2005.

RECENT CONFERENCE PROCEEDINGS

Minsker, B. S., P. Groves, and D. Beckmann "Optimizing Long Term Monitoring at a BP Site Using Multi-Objective Optimization", American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Yan, S., and B. S. Minsker, "Optimal Groundwater Remediation Design Using Trust Region Based Meta-models within a Genetic Algorithm", American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Hayes, M. S., and B. S. Minsker, "Evaluation of Advanced Genetic Algorithms Applied to Groundwater Remediation Design", American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Dawsey, W. J., B. S. Minsker, and V. L. VanBlaricum, "Reducing online contaminant monitoring uncertainty using a Bayesian belief network", American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Singh, A., B. S. Minsker, and H. Takagi, "Interactive Genetic Algorithms for Inverse Groundwater Modeling", American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Babbar, M., B. S. Minsker, and H. Takagi, "Expert Knowledge in Long-Term Groundwater Monitoring Optimization Process: The Interactive Genetic Algorithm Perspective," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2005 & Related Symposia, Anchorage, AK, 2005.

Babbar, M., B. S. Minsker, and H. Takagi, "Interactive Genetic Algorithm Framework for Long Term Groundwater Monitoring Design," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2004 & Related Symposia, Salt Lake City, UT, 2004.

Singh, A., and B. S. Minsker, "Uncerntainty Based Multi-Objective Optimization of Groundwater Remediation at the Umatilla Chemical Depot," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2004 & Related Symposia, Salt Lake City, UT, 2004.

Sinha, E., B. S. Minsker, and M. Babbar, "Multiscale Island Injection Genetic Algorithm for Ground Water Remediation," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2004 & Related Symposia, Salt Lake City, UT, 2004.

Yan, S., and Minsker, B.S., "A Dynamic Meta-Model Approach to Genetic Algorithm Solution of a Risk-Based Groundwater Remediation Design Model," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2004 & Related Symposia, Salt Lake City, UT, 2004.

Espinoza, F., B. S. Minsker, and D. E. Goldberg," Performance Evaluation and Population Reduction for a Self Adaptive Hybrid Genetic Algorithm (SAHGA)," Proceedings of the Genetic and Evolutionary Computation Conference: GECCO 2003, Part I, Springer, NY, ISBN 3-540-40402-6, 922-933, 2003.

Yan, S., and Minsker, B.S., "A Dynamic Meta-Model Approach to Genetic Algorithm Solution of a Risk-Based Groundwater Remediation Design Model," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Singh, A., Minsker, B. S., and D. Goldberg, "Combining Reliability and Pareto Optimality - An Approach Using Stochastic Multi-Objective Genetic Algorithms," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Singh, A., and Minsker, B. S., Modeling and Characterization of Uncertainty for Optimization of Groundwater Remediation at the Umatilla Chemical Depot," American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Minsker, B. S., and the ASCE/EWRI Task Committee on the State of the Art in Long-Term Groundwater Monitoring Design, "Optimization of long-term groundwater monitoring," Proceedings of the 2003 AFCEE Technology Transfer Workshop, San Antonio, TX, 2003.

Espinoza, F., B. S. Minsker, and D. Goldberg. Local Search Issues for the Appliction of a Self-Adaptive Hybrid Genetic Algorithm in Groundwater Remediation Design American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Ren, X. and B. S. Minsker. Which Groundwater Remediation Objective is Better, a Realistic One or a Simple One? American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Babbar, M., and B. S. Minsker. Multiscale Strategies for Solving Water Resources Management Problems with Genetic Algorithms American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) World Water & Environmental Resources Congress 2003 & Related Symposia, Philadelphia, PA, 2003.

Babbar, M., and B. S. Minsker. "A multiscale master-slave parallel genetic algorithm with application to groundwater remediation design," W. L. Langdon, E. Cantu-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A. C. Shultz, J. F. Miller, E. Burke, and N. Jonoska, editors, Late-Breaking Papers: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO'2002. New York, Morgan Kaufmann Publishers, 9-16, 2002.

Reed, P. M., and B. S. Minsker, "Discovery and negotiation using multiobjective genetic algorithms: a case study in groundwater monitoring design," Hydroinformatics 2002, Volume Two: Software Tools and Management Systems, Proceedings of the 5th International Conference on Hydroinformatics, ed. R. A. Falconer, B. Lin, E. L. Harris, and C. A. M. E. Wilson, IWA Publishing, London, ISBN 1-84339-021-3, 988-993, 2002.

Arst. R., B. S. Minsker, and D. Goldberg. Comparing Advanced Genetic Algorithms and Simple Genetic Algorithms for Groundwater Management, , American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) 2002 Water Resources Planning & Management Conference, Roanoke, VA, 2002.

Babbar, M., B. S. Minsker, and D. Goldberg. A Multiscale Island Injection Genetic Algorithm for Optimal Groundwater Remediation Design, , American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) 2002 Water Resources Planning & Management Conference, Roanoke, VA, 2002.

Michael, W. J., D. K. Tcheng, B. S. Minsker, A. J. Valocchi J. J. Quinn, and G. P. Williams. Integrating Data Sources to Optimize Long-Term Monitoring, Operation, and Stewardship, , American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) 2002 Water Resources Planning & Management Conference, Roanoke, VA, 2002.

Reed, P., B. S. Minsker, and A. J. Valocchi. Walking the Tightrope: Long Term Monitoring Design for Multiple Objectives , American Society of Civil Engineers (ASCE) Environmental & Water Resources Institute (EWRI) 2002 Water Resources Planning & Management Conference, Roanoke, VA, 2002.

Michael, W. J., D. K. Tcheng, B. S. Minsker, A. J. Valocchi J. J. Quinn, and G. P. Williams. Integrating Data Sources to Optimize Long-Term Monitoring, Operation, and Stewardship, , Third International Conference on Remediation of Chlorinated and Recalcitrant Compounds, Monterey, CA, 2002.

Espinoza, F., B. S. Minsker, and D. Goldberg. A Self-Adaptive Hybrid Genetic Algorithm, in L. Spector, E. Goodman, A. Wu, W.B. Langdon, H.-M. Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M. Garzon, and E. Burke, editors. 2001. Proceedings of the Genetic and Evolutionary Computation Conference, GECCO'2001. San Francisco, Morgan Kaufmann Publishers.

Reed, P., B. S. Minsker, and D. Goldberg. Designing a New Elitist Nondominated Sorted Genetic Algorithm for a Multiobjective Long Term Groundwater Monitoring Application, in L. Spector, E. Goodman, A. Wu, W.B. Langdon, H.-M. Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M. Garzon, and E. Burke, editors. 2001. Proceedings of the Genetic and Evolutionary Computation Conference, GECCO'2001. San Francisco, Morgan Kaufmann Publishers.

Espinoza, F., B. S. Minsker, and D. Goldberg. Optimal Settings for a Hybrid Genetic Algorithm Applied to a Groundwater Remediation Problem, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Gopalakrishnan, G., B. S. Minsker, and D. Goldberg. Optimal Sampling in a Noisy Genetic Algorithm for Risk-Based Remediation Design, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Gopalakrishnan, G., B. S. Minsker, and B. Padera. Risk Based Corrective Action Design Using Genetic Algorithms, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Liu, Y. and B.S. Minsker. A Full Multiscale Method for Optimal In Situ Bioremediation Design, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Reed, P., B. S. Minsker, and D. Goldberg. The Practitioner's Role in Competent Search and Optimization Using Genetic Algorithms, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Reed, P., B. S. Minsker, and A. Valocchi. Why Optimize Long Term Groundwater Monitoring Design? A Multiobjective Case Study of Hill Air Force Base, "Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges" , Proceedings of the World Water and Environmental Resources Congress (ISBN 0-7844-0569-7), Orlando, FL, ed. Don Phelps and Gerald Sehlke, American Society of Civil Engineers, Washington, DC, 2001.

Minsker, B. S., J. B. Smalley, and B. Padera. The Role of Risk and Uncertainty in Groundwater Remediation Design, Preprints of Extended Abstracts, 220th ACS National Meeting. Washington, D.C., 2000.

Reed, P. M., B. S. Minsker, and A. J. Valocchi, A multiobjective approach to long-term groundwater monitoring design, Proceedings of the ASCE Water Resources Planning and Management and Water Resources Engineering Joint Conference (ISBN 0-7844-0517-4), Session: Groundwater Management Modeling, Minneapolis, MN, ed. Rollin H. Hotchkiss and Michael Glade, 2000.

Liu, Y., B. S. Minsker, and F. Saied, Spatial multiscale techniques for groundwater management modeling, Proceedings of the ASCE Water Resources Planning and Management and Water Resources Engineering Joint Conference (ISBN 0-7844-0517-4), Session: Long-Term Monitoring: Can the Burden Be Reduced?, Minneapolis, MN, ed. Rollin H. Hotchkiss and Michael Glade, 2000.

Liu, Y., B. S. Minsker, and F. Saied, Multiscale computational techniques for optimal groundwater in-situ bioremediation design, Proceedings of the XIII International Conference on Computational Methods in Water Resources, Calgary, Alberta, Canada, Balkema Publishers, Rotterdam (ISBN 90-5809-123-6), 541-545, 2000.

Minsker, B. S., B. Padera, and J. B. Smalley, Efficient methods for including uncertainty and multiple objectives in water resources management models using genetic algorithms, Proceedings of the XIII International Conference on Computational Methods in Water Resources, Calgary, Alberta, Canada, Balkema Publishers, Rotterdam (ISBN 90-5809-123-6), 541-545, 2000.

Reed, P. M., B. S. Minsker, A. J. Valocchi, and D. E. Goldberg, Efficient use of a genetic algorithm for long-term groundwater monitoring design, Proceedings of the XIII International Conference on Computational Methods in Water Resources, Calgary, Alberta, Canada, Balkema Publishers, Rotterdam (ISBN 90-5809-123-6), 541-545, 2000.

Liu,Y., B. S. Minsker, and F. Saied, Multiscale Optimal Control of In Situ Bioremediation ,Proceedings of the 26th Annual Water Resources Planning and Management Conference (ISBN 0-7844-0430-5), ed. Erin M. Wilson, SESSION 1A: APPLICATIONS OF GROUNDWATER OPTIMIZATION, Tempe, AZ, June 6-9,1999.

Reed, P. M., B. S. Minsker, and A. Valocchi, Cost-Effective Long-Term Monitoring Design for Intrinsic Bioremediation, Proceedings of the 26th Annual Water Resources Planning and Management Conference (ISBN 0-7844-0430-5), ed. Erin M. Wilson, SESSION 2B: NATURAL ATTENUATION MANAGEMENT ISSUES,Tempe, AZ,June 6-9, 1999.

Minsker, B.S., and J. B. Smalley, Cost-Effective Risk-Based In Situ Bioremediation Design, Proceedings of the 5th International In Situ and On-site Bioremediation Symposium (Bruce C. Alleman and Andrea Lssson, eds.), pp.349-354, San Diego, CA, April 19-22,1999.

Reed, P. M., B. S. Minsker, and A. Valocchi, Cost-Effective Long-Term Monitoring Design for Intrinsic Bioremediation, Proceedings of the 5th International In Situ and On-site Bioremediation Symposium (Bruce C. Alleman and Andrea Lssson, eds.), pp.301-306, San Diego, CA, April 19-22,1999.

Kosegi, J. M., B. S. Minsker, and D. E. Dougherty, Thermally-Enhanced In Situ Bioremediation of DNAPL’s, In Situ and On-Site Bioremediation: Volume 4, 135-140, Battelle Press, Columbus, OH, 1997.

Smalley, J. B., and B. S. Minsker, Risk-Based In Situ Bioremediation Design, In Situ and On-Site Bioremediation: Volume 4, 353-358, Battelle Press, Columbus, OH, 1997.

TECHNICAL REPORTS

Minsker, B., Y. Zhang, R. Greenwald, R. Peralta, C. Zheng, K. Harre, D. Becker, L. Yeh, and K.Yager. Final Technical Report for Application of Flow and Transport Optimization Codes to Groundwater Pump and Treat Systems, Environmental Security Technology Certification Program, 2003.

Klein, A. , EMSA Technical Report 2000-001: Ecological Risk Assesment An Overview, 2000.

Padera, B. E., EMSA Technical Report 1999-001: Multi-objective Optimization of Risk-based In Situ Bioremediation Design, 1999.

WEB PRESENTATIONS

Minsker, B., and Reed, P. Genetic Algorithms for Effective Solution of Real-World Optimization Problems, Genetic Algorithms Workshop at the World Water and Environmental Resources Congress in Philadelphia, PA, June 2003.

Greenwald, R. (GeoTrans, Inc.), and Zhang, Y. Y. (GeoTrans, Inc.), Formulation Process For Real Real-World Optimization World Optimization Problems, Genetic Algorithms Workshop at the World Water and Environmental Resources Congress in Philadelphia, PA, June 2003.

Espinoza, F. Parameter Settings for Genetic Algorithms, 2002.

Singh, A. Genetic Algorithms: A Formal Introduction, 2002.

Yan, S. Introduction to Risk-Based In Situ Bioremediation Using a Noisy Genetic Algorithm, 2002.

Liu, Y. , Tutorial on Using NCSA Supercomputer, 2000.

Minsker, B., The Role of Risk and Uncertainty in Groundwater Remediation Design, American Chemical Society Symposium on Risk and Uncertainty, Washington, DC, August 2000.

Minsker, B., Optimizing Long-Term Groundwater Monitoring Design, EPA Headquarters, Crystal City, VA, December 2000.

Minsker, B., ASCE/EWRI Task Committee on the State of the Art in Long-Term Monitoring Design, Federal Remediation Technology Roundtable, Crystal City, VA, December 2000.

If you are interested in any publications from Minsker's research group which are not available online, please send your request to Dr. B. Minsker.

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