-
2
-
-
0031176846
-
Making a case for robust optimization models
-
Bai D, Carpenter T, Mulvey J (1997) Making a case for robust optimization models. Manag Sci 43(7):895–907
-
(1997)
Manag Sci
, vol.43
, Issue.7
, pp. 895-907
-
-
Bai, D.1
Carpenter, T.2
Mulvey, J.3
-
3
-
-
0001435252
-
Exploratory Modeling for Policy Analysis
-
Bankes SC (1993) Exploratory Modeling for Policy Analysis. Oper Res 4(3):435–449
-
(1993)
Oper Res
, vol.4
, Issue.3
, pp. 435-449
-
-
Bankes, S.C.1
-
5
-
-
84878015205
-
-
Springer, Berlin, Germany
-
Bankes SC, Walker WE, Kwakkel JH (2013) Exploratory Modeling and Analysis. Encyclopedia of Operations Research and Management Science, 3rd edn. Springer, Berlin, Germany
-
(2013)
Exploratory Modeling and Analysis. Encyclopedia of Operations Research and Management Science
-
-
Bankes, S.C.1
Walker, W.E.2
Kwakkel, J.H.3
-
7
-
-
0032207223
-
Robust convex optimization
-
Ben-Tal A, Nemirovski A (1998) Robust convex optimization. Math Oper Res 23(4):769–805
-
(1998)
Math Oper Res
, vol.23
, Issue.4
, pp. 769-805
-
-
Ben-Tal, A.1
Nemirovski, A.2
-
8
-
-
0442266090
-
Robust solutions of linear programming problems contaminated with uncertain data
-
Ben-Tal A, Nemirovski A (2000) Robust solutions of linear programming problems contaminated with uncertain data. Math Program 88(3):411–424
-
(2000)
Math Program
, vol.88
, Issue.3
, pp. 411-424
-
-
Ben-Tal, A.1
Nemirovski, A.2
-
9
-
-
3042762207
-
The Price of Robustness
-
Bertsimas D, Sim M (2004) The Price of Robustness. Oper Res 52(1):35–53. doi:10.1287/opre.1030.0065
-
(2004)
Oper Res
, vol.52
, Issue.1
, pp. 35-53
-
-
Bertsimas, D.1
Sim, M.2
-
10
-
-
72149099073
-
Thinking Inside the Box: a participatory computer-assisted approach to scenario discovery
-
Bryant BP, Lempert RJ (2010) Thinking Inside the Box: a participatory computer-assisted approach to scenario discovery. Technol Forecast Soc Chang 77(1):34–49
-
(2010)
Technol Forecast Soc Chang
, vol.77
, Issue.1
, pp. 34-49
-
-
Bryant, B.P.1
Lempert, R.J.2
-
11
-
-
47249109476
-
-
(eds), USA, Springer, New York
-
Coello Coello CA, Lamont GB, van Veldhuizen DA (eds) (2007) Evolutionary algorithms for solving multi-objective problems Genetic and Evolutionary Computation, 2nd edn. USA, Springer, New York
-
(2007)
Evolutionary algorithms for solving multi-objective problems Genetic and Evolutionary Computation
-
-
Coello Coello, C.A.1
Lamont, G.B.2
van Veldhuizen, D.A.3
-
12
-
-
84902464326
-
An operational, multi-scale, multi-model system for consensus-based, integrated water management and policy analysis: The Netherlands Hydrological Instrument
-
de Lange WJ, Prinsen GF, Hoogewoud JC, Veldhuizen AA, Verkaik J, Oude Essing GHP, van Walsum PEV, Delsman JR, Hunink JC, Massop HTL, Kroon T (2014) An operational, multi-scale, multi-model system for consensus-based, integrated water management and policy analysis: The Netherlands Hydrological Instrument. Environ Model Softw 59:98–108. doi:10.1016/j.envsoft.2014.05.009
-
(2014)
Environ Model Softw
, vol.59
, pp. 98-108
-
-
de Lange, W.J.1
Prinsen, G.F.2
Hoogewoud, J.C.3
Veldhuizen, A.A.4
Verkaik, J.5
Oude Essing, G.H.P.6
van Walsum, P.E.V.7
Delsman, J.R.8
Hunink, J.C.9
Massop, H.T.L.10
Kroon, T.11
-
13
-
-
0036530772
-
A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II
-
Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197
-
(2002)
IEEE Trans Evol Comput
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
14
-
-
70449383691
-
Do We Need Better Predictions to Adapt to a Changing Climate?
-
Dessai S, Hulme M, Lempert R, Pielke jr R (2009) Do We Need Better Predictions to Adapt to a Changing Climate? Eos 90(13):111–112
-
(2009)
Eos
, vol.90
, Issue.13
, pp. 111-112
-
-
Dessai, S.1
Hulme, M.2
Lempert, R.3
Pielke jr, R.4
-
15
-
-
84942347981
-
-
Managing Consequences of a Changing Global Environment, Newcastle, UK
-
Diermanse F, Kwadijk JCJ, Beckers J, Crebas J (2010) Statistical trend analysis of annual maximum discharges of the Rhine and Meuse rivers. Paper presented at the BHS Third International Symposium. Managing Consequences of a Changing Global Environment, Newcastle, UK
-
(2010)
Statistical trend analysis of annual maximum discharges of the Rhine and Meuse rivers. Paper presented at the BHS Third International Symposium
-
-
Diermanse, F.1
Kwadijk, J.C.J.2
Beckers, J.3
Crebas, J.4
-
16
-
-
84864943278
-
DEAP: Evolutionary Algorithms Made Easy
-
Fortin FA, De Rainville FM, Gardner MA, Parizeau M, Gagné C (2012) DEAP: Evolutionary Algorithms Made Easy. J Mach Learn Res 2171–2175(13)
-
(2012)
J Mach Learn Res
, vol.2171-2175
, Issue.13
-
-
Fortin, F.A.1
De Rainville, F.M.2
Gardner, M.A.3
Parizeau, M.4
Gagné, C.5
-
17
-
-
84895540385
-
-
RAND corporation, Santa Monica, CA
-
Groves DG, Fischbach JR, Bloom E, Knopman D, Keefe R (2012) Adapting to a Changing Colorado River: Making Future Water Deliveries More Reliable Through Robust Management Strategies. RAND corporation, Santa Monica, CA
-
(2012)
Adapting to a Changing Colorado River: Making Future Water Deliveries More Reliable Through Robust Management Strategies
-
-
Groves, D.G.1
Fischbach, J.R.2
Bloom, E.3
Knopman, D.4
Keefe, R.5
-
18
-
-
33846838684
-
A New Analytic Method for Finding Policy-Relevant Scenarios
-
Groves DG, Lempert RJ (2007) A New Analytic Method for Finding Policy-Relevant Scenarios. Glob Environ Chang 17:73–85
-
(2007)
Glob Environ Chang
, vol.17
, pp. 73-85
-
-
Groves, D.G.1
Lempert, R.J.2
-
19
-
-
84878015971
-
Dynamic Adaptive Policy Pathways: A New Method for Crafting Robust Decisions for a Deeply Uncertain World
-
Haasnoot M, Kwakkel JH, Walker WE, Ter Maat J (2013) Dynamic Adaptive Policy Pathways: A New Method for Crafting Robust Decisions for a Deeply Uncertain World. Global Environmental Change 23 (2):485–498. doi:http://dx.doi.org/10.1016/j.gloenvcha.2012.12.006
-
(2013)
Global Environmental Change
-
-
Haasnoot, M.1
Kwakkel, J.H.2
Walker, W.E.3
Ter Maat, J.4
-
20
-
-
84868681090
-
Exploring pathways for sustainable water management in river deltas in a changing environment
-
Haasnoot M, Middelkoop H, Offermans A, van Beek E, van Deursen WPA (2012) Exploring pathways for sustainable water management in river deltas in a changing environment. Clim Chang 115(3–4):795–819. doi:10.1007/s10584-012-0444-2
-
(2012)
Clim Chang
, vol.115
, Issue.3-4
, pp. 795-819
-
-
Haasnoot, M.1
Middelkoop, H.2
Offermans, A.3
van Beek, E.4
van Deursen, W.P.A.5
-
21
-
-
84903590234
-
Fit for purpose? Building and evaluating a fast, integrated model for exploring water policy pathways
-
Haasnoot M, Van Deursen WPA, Guillaume JHA, Kwakkel JH, van Beek E, Middelkoop H (2014) Fit for purpose? Building and evaluating a fast, integrated model for exploring water policy pathways. Environ Model Softw 60:99–120. doi:10.1016/j.envsoft.2014.05.020
-
(2014)
Environ Model Softw
, vol.60
, pp. 99-120
-
-
Haasnoot, M.1
Van Deursen, W.P.A.2
Guillaume, J.H.A.3
Kwakkel, J.H.4
van Beek, E.5
Middelkoop, H.6
-
22
-
-
84887667705
-
Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework
-
Hadka D, Reed PM (2013) Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework. Evol Comput 21(2):231–259
-
(2013)
Evol Comput
, vol.21
, Issue.2
, pp. 231-259
-
-
Hadka, D.1
Reed, P.M.2
-
23
-
-
67349272009
-
Strategies to adapt to an uncertain climate change
-
Hallegatte S (2009) Strategies to adapt to an uncertain climate change. Glob Environ Chang 19:240–247
-
(2009)
Glob Environ Chang
, vol.19
, pp. 240-247
-
-
Hallegatte, S.1
-
24
-
-
84878011047
-
-
Bank, The World
-
Hallegatte S, Shah A, Lempert R, Brown C, Gill S (2012) Investment Decision Making Under Deep Uncertainty: Application to Climate Change. Bank, The World
-
(2012)
Investment Decision Making Under Deep Uncertainty: Application to Climate Change
-
-
Hallegatte, S.1
Shah, A.2
Lempert, R.3
Brown, C.4
Gill, S.5
-
25
-
-
84873998847
-
Adaptive Robust Design under Deep Uncertainty
-
Hamarat C, Kwakkel JH, Pruyt E (2013) Adaptive Robust Design under Deep Uncertainty. Technol Forecast Soc Chang 80(3):408–418. doi:10.1016/j.techfore.2012.10.004
-
(2013)
Technol Forecast Soc Chang
, vol.80
, Issue.3
, pp. 408-418
-
-
Hamarat, C.1
Kwakkel, J.H.2
Pruyt, E.3
-
26
-
-
84878019836
-
Short-term decision making and long-term strategies: how to adapt to uncertain climate change
-
Jeuken A, Reeder T (2011) Short-term decision making and long-term strategies: how to adapt to uncertain climate change. Water Governance 1:29–35
-
(2011)
Water Governance
, vol.1
, pp. 29-35
-
-
Jeuken, A.1
Reeder, T.2
-
29
-
-
79956271499
-
Using adaptation tipping points to prepare for climate change and sea level rise: a case study in the Netherlands
-
Kwadijk JCJ, Haasnoot M, Mulder JPM, Hoogvliet MMC, Jeuken ABM, van der Krogt RAA, van Oostrom NGC, Schelfhout HA, van Velzen EH, van Waveren H, de Wit MJM (2010) Using adaptation tipping points to prepare for climate change and sea level rise: a case study in the Netherlands. Wiley Interdiscip Rev Clim Chang 1(5):729–740. doi:10.1002/wcc.64
-
(2010)
Wiley Interdiscip Rev Clim Chang
, vol.1
, Issue.5
, pp. 729-740
-
-
Kwadijk, J.C.J.1
Haasnoot, M.2
Mulder, J.P.M.3
Hoogvliet, M.M.C.4
Jeuken, A.B.M.5
van der Krogt, R.A.A.6
van Oostrom, N.G.C.7
Schelfhout, H.A.8
van Velzen, E.H.9
van Waveren, H.10
de Wit, M.J.M.11
-
30
-
-
84875376336
-
Dynamic scenario discovery under deep uncertainty: the future of copper
-
Kwakkel JH, Auping WL, Pruyt E (2013) Dynamic scenario discovery under deep uncertainty: the future of copper. Technol Forecast Soc Chang 80(4):789–800. doi:10.1016/j.techfore.2012.09.012
-
(2013)
Technol Forecast Soc Chang
, vol.80
, Issue.4
, pp. 789-800
-
-
Kwakkel, J.H.1
Auping, W.L.2
Pruyt, E.3
-
32
-
-
78449262698
-
Classifying and communicating uncertainties in model-based policy analysis
-
Kwakkel JH, Walker WE, Marchau VAWJ (2010b) Classifying and communicating uncertainties in model-based policy analysis. International Journal of Technology, Policy and Management 10(4):299–315. doi:10.1504/IJTPM.2010.036918
-
(2010)
International Journal of Technology, Policy and Management
, vol.10
, Issue.4
, pp. 299-315
-
-
Kwakkel, J.H.1
Walker, W.E.2
Marchau, V.A.W.J.3
-
34
-
-
35448997206
-
Managing the Risk of Uncertain Threshold Response: Comparison of Robust, Optimum, and Precautionary Approaches
-
Lempert RJ, Collins M (2007) Managing the Risk of Uncertain Threshold Response: Comparison of Robust, Optimum, and Precautionary Approaches. Risk Anal 24(4):1009–1026
-
(2007)
Risk Anal
, vol.24
, Issue.4
, pp. 1009-1026
-
-
Lempert, R.J.1
Collins, M.2
-
35
-
-
0346124658
-
-
Long Term Policy Analysis, RAND, Santa Monica, CA, USA
-
Lempert RJ, Popper S, Bankes S (2003) Shaping the Next One Hundred Years: New Methods for Quantitative. Long Term Policy Analysis, RAND, Santa Monica, CA, USA
-
(2003)
Shaping the Next One Hundred Years: New Methods for Quantitative
-
-
Lempert, R.J.1
Popper, S.2
Bankes, S.3
-
37
-
-
0034129343
-
Robust Strategies for Abating Climate Change
-
Lempert RJ, Schlesinger ME (2000) Robust Strategies for Abating Climate Change. Clim Chang 45(3–4):387–401
-
(2000)
Clim Chang
, vol.45
, Issue.3-4
, pp. 387-401
-
-
Lempert, R.J.1
Schlesinger, M.E.2
-
38
-
-
0029662964
-
When We Don't Know the Cost or the Benefits: Adaptive Strategies for Abating Climate Change
-
Lempert RJ, Schlesinger ME, Bankes SC (1996) When We Don't Know the Cost or the Benefits: Adaptive Strategies for Abating Climate Change. Clim Chang 33(2):235–274
-
(1996)
Clim Chang
, vol.33
, Issue.2
, pp. 235-274
-
-
Lempert, R.J.1
Schlesinger, M.E.2
Bankes, S.C.3
-
39
-
-
84860916266
-
What are robust strategies in the face of uncertain climate threshold responses
-
McInerney D, Lempert R, Keller K (2012) What are robust strategies in the face of uncertain climate threshold responses. Climate Change 112:547–568
-
(2012)
Climate Change
, vol.112
, pp. 547-568
-
-
McInerney, D.1
Lempert, R.2
Keller, K.3
-
40
-
-
38849090083
-
Stationarity Is Dead: Whither Water Management?
-
Milly PCD, Betancourt J, Falkenmark M, Hirsch RM, Kundzewicz ZW, Lettenmaier DP, Stouffer R (2008) Stationarity Is Dead: Whither Water Management? Science 319(5863):573–574
-
(2008)
Science
, vol.319
, Issue.5863
, pp. 573-574
-
-
Milly, P.C.D.1
Betancourt, J.2
Falkenmark, M.3
Hirsch, R.M.4
Kundzewicz, Z.W.5
Lettenmaier, D.P.6
Stouffer, R.7
-
41
-
-
0030301846
-
Learning from Integrated Assessment of Climate Change
-
Morgan MG, Dowlatabadi H (1996) Learning from Integrated Assessment of Climate Change. Clim Chang 34(3–4):337–368
-
(1996)
Clim Chang
, vol.34
, Issue.3-4
, pp. 337-368
-
-
Morgan, M.G.1
Dowlatabadi, H.2
-
42
-
-
85108976174
-
Robust optimization of large-scale systems
-
Mulvey J, Vanderbei RJ, Zenios SA (1995) Robust optimization of large-scale systems. Oper Res 43(2):264–281
-
(1995)
Oper Res
, vol.43
, Issue.2
, pp. 264-281
-
-
Mulvey, J.1
Vanderbei, R.J.2
Zenios, S.A.3
-
45
-
-
84872848015
-
Evolutionary multiobjective optimization in water resources: The past, present, and future
-
Reed PM, Hadka D, Herman JD, Kasprzyk JR, Kollat JB (2013) Evolutionary multiobjective optimization in water resources: The past, present, and future. Adv Water Resour 51:438–456
-
(2013)
Adv Water Resour
, vol.51
, pp. 438-456
-
-
Reed, P.M.1
Hadka, D.2
Herman, J.D.3
Kasprzyk, J.R.4
Kollat, J.B.5
-
46
-
-
84942347983
-
-
Reeder T, Ranger N (Available online) How do you adapt in an uncertain world? Lessons from the Thames Estuary 2100 project. World Resources Report. Washington DC
-
Reeder T, Ranger N (Available online) How do you adapt in an uncertain world? Lessons from the Thames Estuary 2100 project. World Resources Report. Washington DC
-
-
-
-
47
-
-
0000595031
-
Robustness and Optimality as Criteria for Strategic Decisions
-
Rosenhead J, Elton M, Gupta SK (1973) Robustness and Optimality as Criteria for Strategic Decisions. Oper Res Q 23(4):413–431
-
(1973)
Oper Res Q
, vol.23
, Issue.4
, pp. 413-431
-
-
Rosenhead, J.1
Elton, M.2
Gupta, S.K.3
-
48
-
-
79953732940
-
Developing coastal adaptation to climate change in the New York City infrastructure-shed: process, approach, tools, and strategies
-
Rosenzweig C, Solecki WD, Blake R, Bowman M, Faris C, Gornitz V, Horton R, Jacob K, Le Blanc A, Leichenko R, Linkin M, Major D, O'Grady M, Patrick L, Sussman E, Yohe G, Zimmerman R (2011) Developing coastal adaptation to climate change in the New York City infrastructure-shed: process, approach, tools, and strategies. Clim Chang 106(1):93–127
-
(2011)
Clim Chang
, vol.106
, Issue.1
, pp. 93-127
-
-
Rosenzweig, C.1
Solecki, W.D.2
Blake, R.3
Bowman, M.4
Faris, C.5
Gornitz, V.6
Horton, R.7
Jacob, K.8
Le Blanc, A.9
Leichenko, R.10
Linkin, M.11
Major, D.12
O'Grady, M.13
Patrick, L.14
Sussman, E.15
Yohe, G.16
Zimmerman, R.17
-
49
-
-
0002900835
-
The Theory of Statistical Decisions
-
Savage LT (1951) The Theory of Statistical Decisions. J Am Stat Assoc 46(253):55–67
-
(1951)
J Am Stat Assoc
, vol.46
, Issue.253
, pp. 55-67
-
-
Savage, L.T.1
-
50
-
-
0000629644
-
Theories of Decision-Making in Economics and Behavioral Science
-
Simon HA (1955) Theories of Decision-Making in Economics and Behavioral Science. Am Econ Rev 49(3):253–283
-
(1955)
Am Econ Rev
, vol.49
, Issue.3
, pp. 253-283
-
-
Simon, H.A.1
-
51
-
-
77953807069
-
Seven tools for creating adaptive policies
-
Swanson DA, Barg S, Tyler S, Venema H, Tomar S, Bhadwal S, Nair S, Roy D, Drexhage J (2010) Seven tools for creating adaptive policies. Technol Forecast Soc Chang 77(6):924–939
-
(2010)
Technol Forecast Soc Chang
, vol.77
, Issue.6
, pp. 924-939
-
-
Swanson, D.A.1
Barg, S.2
Tyler, S.3
Venema, H.4
Tomar, S.5
Bhadwal, S.6
Nair, S.7
Roy, D.8
Drexhage, J.9
-
52
-
-
84942347984
-
-
Creating Adaptive Policies: A Guide for Policy-making in an Uncertain World. Sage
-
Swanson DA, Bhadwal S (eds) (2009) Creating Adaptive Policies: A Guide for Policy-making in an Uncertain World. Sage
-
(2009)
Bhadwal S (eds)
-
-
Swanson, D.A.1
-
55
-
-
84966282998
-
Python Reference Manual
-
van Rossum G (1995) Python Reference Manual. CWI
-
(1995)
CWI
-
-
van Rossum, G.1
-
56
-
-
0141628999
-
Statistical Decision Functions which Minimize the Maximum Risk
-
Wald A (1945) Statistical Decision Functions which Minimize the Maximum Risk. Ann Math 46(2):265–280
-
(1945)
Ann Math
, vol.46
, Issue.2
, pp. 265-280
-
-
Wald, A.1
-
57
-
-
77953807304
-
Addressing deep uncertainty using adaptive policies: Introduction to section 2
-
Walker WE, Marchau VAWJ, Swanson DA (2010) Addressing deep uncertainty using adaptive policies: Introduction to section 2. Technol Forecast Soc Chang 77(6):917–923
-
(2010)
Technol Forecast Soc Chang
, vol.77
, Issue.6
, pp. 917-923
-
-
Walker, W.E.1
Marchau, V.A.W.J.2
Swanson, D.A.3
-
58
-
-
0035149427
-
Adaptive Policies, Policy Analysis, and Policymaking
-
Walker WE, Rahman SA, Cave J (2001) Adaptive Policies, Policy Analysis, and Policymaking. Eur J Oper Res 128(2):282–289
-
(2001)
Eur J Oper Res
, vol.128
, Issue.2
, pp. 282-289
-
-
Walker, W.E.1
Rahman, S.A.2
Cave, J.3
-
59
-
-
84942347985
-
An approximate dynamic programming framework for modeling global climate poicy under decision-dependent uncertainty
-
Webster M, Santen N, Parpas P (2011) An approximate dynamic programming framework for modeling global climate poicy under decision-dependent uncertainty. MIT
-
(2011)
MIT
-
-
Webster, M.1
Santen, N.2
Parpas, P.3
|