作者：Matteo Giuliani ; Andrea Castelletti

关键词：Robust decision making ; Climate change ; Water management

刊名：Climatic Change

出版者：Springer Netherlands

年：2016

作者：M. Giuliani ; matteo.giuliani@polimi.it" class="auth_mail" title="E-mail the corresponding author ; Y. Li ; A. Cominola ; S. Denaro ; E. Mason ; A. Castelletti

关键词：Optimal reservoir operations ; Multi-objective optimization ; Water resources management ; Matlab toolbox

刊名：Environmental Modelling & Software

年：2016

作者：Jazmin Zatarain Salazara ; jz583@cornell.edu" class="auth_mail" title="E-mail the corresponding author ; Patrick M. Reed ; a ; pmr82@cornell.edu" class="auth_mail" title="E-mail the corresponding author ; patrick.reed@cornell.edu" class="auth_mail" title="E-mail the corresponding author ; Jonathan D. Hermanb ; Matteo Giulianic ; Andrea Castellettic

关键词：Multi-purpose reservoir control ; Direct policy search ; Multi-objective evolutionary algorithm ; Benchmark

刊名：Advances in Water Resources

年：2016

作者：Matteo Giuliani* ; matteo.giuliani@polimi.it" class="auth_mail" title="E-mail the corresponding author ; Emanuele Mason* ; emanuele.mason@polimi.it" class="auth_mail" title="E-mail the corresponding author ; Andrea Castelletti* ; andrea.castelletti@polimi.it" class="auth_mail" title="E-mail the corresponding author ; Francesca Pianosi** ; francesca.pianosi@bristol.ac.uk" class="auth_mail" title="E-mail the corresponding author ; Rodolfo Soncini-Sessa* ; rodolfo.soncini@polimi.it" class="auth_mail" title="E-mail the corresponding author

关键词：radial basis functions ; artificial neural networks ; direct policy search ; multi-objective optimization ; environmental engineering

刊名：IFAC-PapersOnLine

年：2014

作者：P. Fraternalia ; A. Castellettia ; andrea.castelletti@polimi.it ; castelle@elet.polimi.it ; R. Soncini-Sessaa ; C. Vaca Ruizb ; A.E. Rizzolic

关键词：Human Computation ; Games with a purpose ; Crowdsourcing ; Water resources planning and management ; Social computation

刊名：Environmental Modelling and Software

年：2012

作者：A. Castelletti ; S. Galelli ; galelli@elet.polimi.it ; M. Restelli ; R. Soncini-Sessa

关键词：Emulation modelling ; Data-driven models ; Process-based models ; Variable selection ; Water resources planning and management

刊名：Environmental Modelling and Software

年：2012

作者：Andrea Castelletti ; Francesca Pianosi ; Rodolfo Soncini-Sessa

关键词：Water resources management ; Stochastic optimal control ; Adaptive control

刊名：Applied Mathematics and Computation

年：2008

作者：A. Castelletti castelle@elet.polimi.it" class="auth_mail" title="E-mail the corresponding author ; S. Galelli ; M. Restelli ; R. Soncini-Sessa

关键词：Dynamic models ; System identification ; Nonlinear systems ; Redundance reduction ; Data reduction ; Machine learning ; Environmental engineering

刊名：IFAC-PapersOnLine

年：2011

作者：Andrea Castelletti ; Francesca Pianosi ; Rodolfo Soncini-Sessa

关键词：Water resources management ; Stochastic optimal control ; Adaptive control ; Multi-objective optimization ; Decision support system

刊名：Applied Mathematics and Computation

年：2008

作者：A. Castelletti ; R. Soncini-Sessa

关键词：Bayesian Networks ; Participatory modelling ; Model integration ; Water resources planning ; Decision making

刊名：Environmental Modelling and Software

年：2007