Curses, tradeoffs, and scalable management: Advancing evolutionary multiobjective direct policy search to improve water reservoir operations
Optimal management policies for water reservoir operation are generally designed via
stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world …
stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world …
Many‐objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management
This study contributes a decision analytic framework to overcome policy inertia and myopia
in complex river basin management contexts. The framework combines reservoir policy …
in complex river basin management contexts. The framework combines reservoir policy …
Water reservoir control under economic, social and environmental constraints
A Castelletti, F Pianosi, R Soncini-Sessa - Automatica, 2008 - Elsevier
Although great progress has been made in the last 40 years, efficient operation of water
reservoir systems still remains a very active research area. The combination of multiple …
reservoir systems still remains a very active research area. The combination of multiple …
Tree‐based reinforcement learning for optimal water reservoir operation
Although being one of the most popular and extensively studied approaches to design water
reservoir operations, Stochastic Dynamic Programming is plagued by a dual curse that …
reservoir operations, Stochastic Dynamic Programming is plagued by a dual curse that …
The value of hydrologic information in stochastic dynamic programming models of a multireservoir system
JA Tejada‐Guibert, SA Johnson… - Water resources …, 1995 - Wiley Online Library
Reservoir operating policies can be derived using stochastic dynamic programming (SDP)
with different hydrologic state variables. This paper considers several choices for such …
with different hydrologic state variables. This paper considers several choices for such …
Assessing the value of cooperation and information exchange in large water resources systems by agent‐based optimization
M Giuliani, A Castelletti - Water Resources Research, 2013 - Wiley Online Library
Many large‐scale water resources systems, especially in transboundary contexts, are
characterized by the presence of several and conflicting interests and managed by multiple …
characterized by the presence of several and conflicting interests and managed by multiple …
A coupled human‐natural systems analysis of irrigated agriculture under changing climate
Exponentially growing water demands and increasingly uncertain hydrologic regimes due to
changes in climate and land use are challenging the sustainability of agricultural water …
changes in climate and land use are challenging the sustainability of agricultural water …
Comparison of two approaches for implementing multireservoir operating policies derived using stochastic dynamic programming
JA Tejada‐Guibert, SA Johnson… - Water resources …, 1993 - Wiley Online Library
This paper compares two approaches for implementing reservoir operating policies derived
using stochastic dynamic programming (SDP) models. In particular, operating policies for …
using stochastic dynamic programming (SDP) models. In particular, operating policies for …
A parallel dynamic programming algorithm for multi-reservoir system optimization
This paper develops a parallel dynamic programming algorithm to optimize the joint
operation of a multi-reservoir system. First, a multi-dimensional dynamic programming (DP) …
operation of a multi-reservoir system. First, a multi-dimensional dynamic programming (DP) …
Informing the operations of water reservoirs over multiple temporal scales by direct use of hydro-meteorological data
Water reservoir systems may become more adaptive and reliable to external changes by
enlarging the information sets used in their operations. Models and forecasts of future hydro …
enlarging the information sets used in their operations. Models and forecasts of future hydro …