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Many objective robust decision making for complex environmental systems undergoing change
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Cites
A fast and elitist multiobjective genetic algorithm: NSGA-II
Deb, K., Pratap, A., Agarwal, S., & Meyarivan, T. (2002) · IEEE Transactions on Evolutionary Computation · doi:10.1109/4235.996017 · Cited by 50,053
Dilemmas in a general theory of planning
Rittel, H. W. J., & Webber, M. M. (1973) · Policy Sciences · doi:10.1007/bf01405730 · Cited by 16,338
Multi-Objective Optimization Using Evolutionary Algorithms
Deb, K., & Kalyanmoy, D. (2001) · Andalas University Repository (Andalas University) · Cited by 14,918
Knight, F. H. (1921) · Cited by 9,948
McKay, M. D., Beckman, R. J., & Conover, W. J. (2000) · Technometrics · doi:10.2307/1271432 · Cited by 7,415
Planetary Boundaries: Exploring the Safe Operating Space for Humanity
Rockström, J., Steffen, W., Noone, K., Persson, Å., Chapin, F. S. I., Lambin, E., Lenton, T. M., Scheffer, M., Folke, C., Schellnhuber, H. J., et al. (2009) · Ecology and Society · doi:10.5751/es-03180-140232 · Cited by 7,187
Stationarity Is Dead: Whither Water Management?
Milly, P. C. D., Betancourt, J., Falkenmark, M., Hirsch, R. M., Kundzewicz, Z. W., Lettenmaier, D. P., & Stouffer, R. J. (2008) · Science · doi:10.1126/science.1151915 · Cited by 4,537
McKay, M. D., Beckman, R. J., & Conover, W. J. (1979) · Technometrics · doi:10.2307/1268522 · Cited by 3,757
Timid choices and bold forecasts: a cognitive perspective on risk taking.
Kahneman, D., & Lovallo, D. (1993) · Management Science · doi:10.1287/mnsc.39.1.17 · Cited by 2,043
Reliability, resiliency, and vulnerability criteria for water resource system performance evaluation
Hashimoto, T., Stedinger, J. R., & Loucks, D. P. (1982) · Water Resources Research · doi:10.1029/wr018i001p00014 · Cited by 1,705
Combining Convergence and Diversity in Evolutionary Multiobjective Optimization
Laumanns, M., Thiele, L., Deb, K., & Zitzler, E. (2002) · Evolutionary Computation · doi:10.1162/106365602760234108 · Cited by 1,487
The plane with parallel coordinates
Inselberg, A. (1985) · The Visual Computer · doi:10.1007/bf01898350 · Cited by 1,423
Timid Choices and Bold Forecasts: A Cognitive Perspective on Risk Taking
Kahneman, D., & Lovallo, D. (2000) · Choices, Values, and Frames · doi:10.1017/cbo9780511803475.023 · Cited by 1,277
Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis
Lempert, R., Popper, S., & Bankes, S. (2003) · RAND Corporation eBooks · doi:10.7249/mr1626 · Cited by 1,244
Self-citationA General, Analytic Method for Generating Robust Strategies and Narrative Scenarios
Lempert, R. J., Groves, D. G., Popper, S. W., & Bankes, S. C. (2006) · Management Science · doi:10.1287/mnsc.1050.0472 · Cited by 805
Self-citation2006 IEEE International Conference on Evolutionary Computation
(2006) · doi:10.1109/cec11288.2006 · Cited by 711
Hyperdimensional Data Analysis Using Parallel Coordinates
Wegman, E. J. (1990) · Journal of the American Statistical Association · doi:10.1080/01621459.1990.10474926 · Cited by 688
Water resource systems planning and analysis
Loucks, D. P., Stedinger, J. R., & Haith, D. A. (1981) · Medical Entomology and Zoology · Cited by 673
State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management
Nicklow, J., Reed, P., Savic, D., Dessalegne, T., Harrell, L., Chan-Hilton, A., Karamouz, M., Minsker, B., Ostfeld, A., Singh, A., et al. (2010) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0000053 · Cited by 624
Self-citationBeyond discrete biases: Functional and dysfunctional aspects of judgmental heuristics.
Hogarth, R. M. (1981) · Psychological Bulletin · doi:10.1037//0033-2909.90.2.197 · Cited by 613
Sensitivity Anaysis as an Ingredient of Modeling
Campolongo, F., Saltelli, A., & Tarantola, S. (2000) · Statistical Science · doi:10.1214/ss/1009213004 · Cited by 606
Sensitivity Analysis as an Ingredient of Modeling
Saltelli, A., Tarantola, S., & Campolongo, F. (2000) · Cited by 604
Bump hunting in high-dimensional data
Friedman, J. H., & Fisher, N. I. (1999) · Statistics and Computing · doi:10.1023/a:1008894516817 · Cited by 601
Challenge problems: uncertainty in system response given uncertain parameters
Oberkampf, W. L., Helton, J. C., Joslyn, C., Wojtkiewicz, S. F., & Ferson, S. A. (2004) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2004.03.002 · Cited by 570
Thomas, J. J., & Cook, K. A. (2006) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2006.5 · Cited by 562
Decision-making under great uncertainty: environmental management in an era of global change
Polasky, S., Carpenter, S. R., Folke, C., & Keeler, B. (2011) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2011.04.007 · Cited by 560
Evolutionary multiobjective optimization in water resources: The past, present, and future
Reed, P. M., Hadka, D., Herman, J. D., Kasprzyk, J. R., & Kollat, J. B. (2013) · Advances in Water Resources · doi:10.1016/j.advwatres.2012.01.005 · Cited by 541
Self-citationThinking inside the box: A participatory, computer-assisted approach to scenario discovery
Bryant, B. P., & Lempert, R. J. (2010) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2009.08.002 · Cited by 535
Self-citationWater resource systems planning and analysis
France, P. W. (1981) · Advances in Water Resources · doi:10.1016/0309-1708(81)90046-4 · Cited by 533
Introducing Robustness in Multi-Objective Optimization
Deb, K., & Gupta, H. (2006) · Evolutionary Computation · doi:10.1162/evco.2006.14.4.463 · Cited by 521
Cross, N. (1989) · Medical Entomology and Zoology · Cited by 496
One decade of multi-objective calibration approaches in hydrological modelling: a review
Efstratiadis, A., & Koutsoyiannis, D. (2010) · Hydrological Sciences Journal · doi:10.1080/02626660903526292 · Cited by 479
A new analytic method for finding policy-relevant scenarios
Groves, D. G., & Lempert, R. J. (2007) · Global Environmental Change · doi:10.1016/j.gloenvcha.2006.11.006 · Cited by 475
Self-citationSpace, time and visual analytics
Andrienko, G., Andrienko, N., Demsar, U., Dransch, D., Dykes, J., Fabrikant, S. I., Jern, M., Kraak, M.-J., Schumann, H., & Tominski, C. (2010) · International Journal of Geographical Information Science · doi:10.1080/13658816.2010.508043 · Cited by 432
Challenges in Visual Data Analysis
Keim, D. A., Mansmann, F., Schneidewind, J., & Ziegler, H. (2006) · Tenth International Conference on Information Visualisation (IV'06) · doi:10.1109/iv.2006.31 · Cited by 397
From safe yield to sustainable development of water resources—the Kansas experience
Sophocleous, M. A. (2000) · Journal of Hydrology · doi:10.1016/s0022-1694(00)00263-8 · Cited by 395
A formal framework for scenario development in support of environmental decision-making
Mahmoud, M., Liu, Y., Hartmann, H., Stewart, S., Wagener, T., Semmens, D., Stewart, R., Gupta, H., Dominguez, D., Dominguez, F., et al. (2009) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.11.010 · Cited by 378
Many-Objective Optimization: An Engineering Design Perspective
Fleming, P. J., Purshouse, R. C., & Lygoe, R. J. (2005) · Lecture Notes in Computer Science · doi:10.1007/978-3-540-31880-4_2 · Cited by 372
FRANK KNIGHT ON RISK, UNCERTAINTY, AND THE FIRM: A NEW INTERPRETATION
Langlois, R. N., & Cosgel, M. M. (1993) · Economic Inquiry · doi:10.1111/j.1465-7295.1993.tb01305.x · Cited by 362
Lempert, R. J., & Groves, D. G. (2010) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2010.04.007 · Cited by 346
Self-citationA new decision sciences for complex systems
Lempert, R. J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.082081699 · Cited by 346
Self-citationKollat, J. B., & Reed, P. M. (2006) · Advances in Water Resources · doi:10.1016/j.advwatres.2005.07.010 · Cited by 328
Self-citationJoint Cognitive Systems: Patterns in Cognitive Systems Engineering
Woods, D. D., & Hollnagel, E. (2006) · Thammasat University Digital Collections · Cited by 326
What's the Problem? An Introduction to Problem Structuring Methods
Rosenhead, J. (1996) · INFORMS Journal on Applied Analytics · doi:10.1287/inte.26.6.117 · Cited by 322
Multicriteria Decision Making: Advances in MCDM Models, Algorithms, Theory, and Applications
Gál, T., Stewart, T. J., & Hanne, T. (2012) · Medical Entomology and Zoology · Cited by 314
Arnell, N. W., Livermore, M. J. L., Kovats, S., Levy, P. E., Nicholls, R., Parry, M. L., & Gaffin, S. R. (2004) · Global Environmental Change · doi:10.1016/j.gloenvcha.2003.10.004 · Cited by 268
Hall, J. W., Lempert, R. J., Keller, K., Hackbarth, A., Mijere, C., & McInerney, D. J. (2012) · Risk Analysis · doi:10.1111/j.1539-6924.2012.01802.x · Cited by 268
Self-citationIntelligent Decision Support in Process Environments
(1986) · NATO ASI Series · doi:10.1007/978-3-642-50329-0 · Cited by 230
Inselberg, A. (2002) · Proceedings of VIZ '97: Visualization Conference, Information Visualization Symposium and Parallel Rendering Symposium · doi:10.1109/infvis.1997.636793 · Cited by 230
From decision theory to decision aiding methodology
Tsoukiàs, A. (2008) · European Journal of Operational Research · doi:10.1016/j.ejor.2007.02.039 · Cited by 225
Too Many Proposals Pass the Benefit Cost Test
Hoehn, J. P., & Randall, A. (1999) · Making the Environment Count · doi:10.4337/9781035303946.00014 · Cited by 221
Hadka, D., & Reed, P. (2012) · Evolutionary Computation · doi:10.1162/evco_a_00053 · Cited by 213
Self-citationA decentralized optimization algorithm for multiagent system–based watershed management
Yang, Y. E., Cai, X., & Stipanović, D. M. (2009) · Water Resources Research · doi:10.1029/2008wr007634 · Cited by 180
Kasprzyk, J. R., Reed, P. M., Kirsch, B. R., & Characklis, G. W. (2009) · Water Resources Research · doi:10.1029/2009wr008121 · Cited by 165
Self-citationMany-objective de Novo water supply portfolio planning under deep uncertainty
Kasprzyk, J. R., Reed, P. M., Characklis, G. W., & Kirsch, B. R. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.04.003 · Cited by 150
Self-citationMGA: a decision support system for complex, incompletely defined problems
Brill, E. D., Flach, J. M., Hopkins, L. D., & Ranjithan, S. R. (1990) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/21.105076 · Cited by 149
Hypothesis plausibility and hypothesis generation
Gettys, C. F., & Fisher, S. D. (1979) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(79)90018-7 · Cited by 147
Scenarios that illuminate vulnerabilities and robust responses
Lempert, R. J. (2012) · Climatic Change · doi:10.1007/s10584-012-0574-6 · Cited by 137
Self-citationEconomic consequences of optimized water management for a prolonged, severe drought in California
Harou, J., Medellín‐Azuara, J., Zhu, T., Tanaka, S. K., Lund, J. R., Stine, S. W., Olivares, M. A., & Jenkins, M. W. (2010) · Water Resources Research · doi:10.1029/2008wr007681 · Cited by 126
Some Simple-Minded Observations on the Role of Optimization in Public Systems Decision-Making
Liebman, J. C. (1976) · INFORMS Journal on Applied Analytics · doi:10.1287/inte.6.4.102 · Cited by 109
Informing decisions in a changing climate
(2010) · Choice Reviews Online · doi:10.5860/choice.47-4101 · Cited by 109
Paradigms for Intelligent Decision Support
Woods, D. D. (1986) · NATO ASI series. Series F : Computer and system sciences · doi:10.1007/978-3-642-50329-0_11 · Cited by 107
Kollat, J. B., Reed, P. M., & Kasprzyk, J. R. (2008) · Advances in Water Resources · doi:10.1016/j.advwatres.2008.01.017 · Cited by 97
Self-citationBrown, C. (2010) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.65 · Cited by 89
Water Resources Management: The Myth, the Wicked, and the Future
Reed, P. M., & Kasprzyk, J. R. (2009) · Journal of Water Resources Planning and Management · doi:10.1061/(asce)wr.1943-5452.0000047 · Cited by 76
Self-citationDecision-Aiding Today: What Should We Expect?
Roy, B. (1999) · International series in management science/operations research/International series in operations research & management science · doi:10.1007/978-1-4615-5025-9_1 · Cited by 76
Zhu, T., Jenkins, M. W., & Lund, J. R. (2005) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.2005.tb03783.x · Cited by 74
Objective or Multi-Objective? Two Historically Competing Visions for Benefit-Cost Analysis
Banzhaf, H. S. (2008) · Land Economics · doi:10.3368/le.85.1.3 · Cited by 61
Comparing Algorithms for Scenario Discovery
Lempert, R. J., Bryant, B. P., & Bankes, S. C. (2008) · Cited by 57
Self-citationCooper, D. C., & Sehlke, G. (2012) · Environmental Science & Technology · doi:10.1021/es201901p · Cited by 41
Cited by
Maier, H. R., Kapelan, Z., Kasprzyk, J., Kollat, J., Matott, L. S., Cunha, M. C., Dandy, G. C., Gibbs, M. S., Keedwell, E., Marchi, A., et al. (2014) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2014.09.013 · Cited by 657
Self-citationMaier, H. R., Guillaume, J. H. A., van Delden, H., Riddell, G. A., Haasnoot, M., & Kwakkel, J. H. (2016) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2016.03.014 · Cited by 490
Brown, C. M., Lund, J. R., Cai, X., Reed, P. M., Zagona, E. A., Ostfeld, A., Hall, J., Characklis, G. W., Yu, W., & Brekke, L. (2015) · Water Resources Research · doi:10.1002/2015wr017114 · Cited by 344
Self-citationKwakkel, J. H., Haasnoot, M., & Walker, W. E. (2016) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2016.09.017 · Cited by 261
Eight grand challenges in socio-environmental systems modeling
Elsawah, S., Filatova, T., Jakeman, A. J., Kettner, A. J., Zellner, M. L., Athanasiadis, I. N., Hamilton, S. H., Axtell, R. L., Brown, D. G., Gilligan, J. M., et al. (2020) · Socio-Environmental Systems Modelling · doi:10.18174/sesmo.2020a16226 · Cited by 205
Metadata
- Authors
- Kasprzyk, J. R., Nataraj, S., Reed, P. M., & Lempert, R. J.
- Venue
- Environmental Modelling & Software
- Publisher
- Elsevier BV
- Published
- 2013-04
- Volume
- 42
- Pages
- 55-71
- ISSN
- 1364-8152 (ISSN-L)
- OpenAlex
- W2092288318
- Cited by
- 508
- References
- 70
- FWCI
- 51.12
- Type
- journal article
- Language
- en
- Open access
- closed
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