[图书][B] Bayesian optimization and data science
F Archetti, A Candelieri - 2019 - Springer
Bayesian Optimization and Data Science Page 1 123 SPRINGER BRIEFS IN
OPTIMIZATION Francesco Archetti Antonio Candelieri Bayesian Optimization and Data …
OPTIMIZATION Francesco Archetti Antonio Candelieri Bayesian Optimization and Data …
Bayesian optimization of pump operations in water distribution systems
A Candelieri, R Perego, F Archetti - Journal of Global Optimization, 2018 - Springer
Bayesian optimization has become a widely used tool in the optimization and machine
learning communities. It is suitable to problems as simulation/optimization and/or with an …
learning communities. It is suitable to problems as simulation/optimization and/or with an …
Comparison of kriging-based algorithms for simulation optimization with heterogeneous noise
In this article we investigate the unconstrained optimization (minimization) of the
performance of a system that is modeled through a discrete-event simulation. In recent …
performance of a system that is modeled through a discrete-event simulation. In recent …
A convex mathematical program for pump scheduling in a class of branched water networks
We address the day-ahead pump scheduling problem for a class of branched water
networks with one pumping station raising water to tanks at different places and levels. This …
networks with one pumping station raising water to tanks at different places and levels. This …
Genetic optimization toward operation of water intake-supply pump stations system
W Chen, T Tao, A Zhou, L Zhang, L Liao, X Wu… - Journal of Cleaner …, 2021 - Elsevier
The water intake and water supply pump stations consume a large amount of energy every
year, and their energy efficiency improvement has a significant impact on the operations of …
year, and their energy efficiency improvement has a significant impact on the operations of …
Pump scheduling in drinking water distribution networks with an LP/NLP-based branch and bound
This paper offers a novel approach for computing globally optimal solutions to the pump
scheduling problem in drinking water distribution networks. A tailored integer linear …
scheduling problem in drinking water distribution networks. A tailored integer linear …
Model predictive control strategy of energy-water management in urban households
The management of energy-water nexus in buildings is increasingly gaining attention
among domestic end-users. In developing countries, potable water supply is unreliable due …
among domestic end-users. In developing countries, potable water supply is unreliable due …
Polyhedral relaxations for optimal pump scheduling of potable water distribution networks
The classic pump scheduling or optimal water flow (OWF) problem for water distribution
networks (WDNs) minimizes the cost of power consumption for a given WDN over a fixed …
networks (WDNs) minimizes the cost of power consumption for a given WDN over a fixed …
Optimization of cascade pumping stations' operations based on head decomposition–dynamic programming aggregation method considering water level …
Y Gong, J Cheng - Journal of Water Resources Planning and …, 2018 - ascelibrary.org
Aiming at the minimum power consumption for water pumping in a cascade pumping station
system, we established a complex nonlinear mathematical model by taking optimized lift …
system, we established a complex nonlinear mathematical model by taking optimized lift …
Optimized scheduling of cascade pumping stations in open-channel water transfer systems based on station skipping
Cascade pumping stations (CPSs) in open-channel water transfer systems usually consume
vast amounts of energy and are expensive to operate. For these CPS systems, scheduling …
vast amounts of energy and are expensive to operate. For these CPS systems, scheduling …