Dosimetric impact of a robust optimization approach to mitigate effects from rotational uncertainty in prostate intensity-modulated brachytherapy.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.16134
Abstract: BACKGROUND Intensity-modulated brachytherapy (IMBT) is an emerging technology for cancer treatment, in which radiation sources are shielded to shape the dose distribution. The rotatable shields provide an additional degree of freedom, but also introduce an… read more here.
Keywords: mitigate effects; uncertainty; optimization approach; robust optimization ... See more keywords
Interpretable clustering: an optimization approach
Sign Up to like & getrecommendations! Published in 2020 at "Machine Learning"
DOI: 10.1007/s10994-020-05896-2
Abstract: State-of-the-art clustering algorithms provide little insight into the rationale for cluster membership, limiting their interpretability. In complex real-world applications, the latter poses a barrier to machine learning adoption when experts are asked to provide detailed… read more here.
Keywords: optimization approach; interpretable clustering; optimization; clustering optimization ... See more keywords
Nested Optimization Approach for the Capacity Expansion of Multiquality Water Supply Systems under Uncertainty
Sign Up to like & getrecommendations! Published in 2017 at "Water Resources Management"
DOI: 10.1007/s11269-017-1584-y
Abstract: A nested optimization approach is proposed to solve capacity expansion problems of multiquality water supply systems. The problem to be solved consists of determining the infrastructure that should be built and/or rehabilitated at a specific… read more here.
Keywords: water; nested optimization; capacity expansion; optimization approach ... See more keywords
An Optimization Approach for Assessing the Reliability of Rainwater Harvesting
Sign Up to like & getrecommendations! Published in 2017 at "Water Resources Management"
DOI: 10.1007/s11269-017-1630-9
Abstract: This study was aimed at developing an optimization approach to rainwater harvesting (RWH) considering three (3) water consumption scenarios (WCS). These scenarios which include basic water need (BWN), pour flush (PF) and full plumbing connection… read more here.
Keywords: optimization approach; water; rainwater harvesting; rainwater ... See more keywords
Biphasic optimization approach for maximization of lipid production by the microalga Chlorella pyrenoidosa
Sign Up to like & getrecommendations! Published in 2020 at "Folia Microbiologica"
DOI: 10.1007/s12223-020-00800-w
Abstract: The aim of the study was to identify the optimum cultivation conditions for the microalgal growth and lipid production of the oleaginous microalga Chlorella pyrenoidosa Chick (IPPAS C2). Moreover, an appropriate NO3− concentration in the… read more here.
Keywords: optimization approach; cultivation; lipid production; maximization lipid ... See more keywords
Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer
Sign Up to like & getrecommendations! Published in 2020 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2020.101806
Abstract: After admission to emergency department (ED), patients with critical illnesses are transferred to intensive care unit (ICU) due to unexpected clinical deterioration occurrence. Identifying such unplanned ICU transfers is urgently needed for medical physicians to… read more here.
Keywords: unplanned icu; transfer; optimization approach;
A robust optimization approach for solving problems in conservation planning
Sign Up to like & getrecommendations! Published in 2018 at "Ecological Modelling"
DOI: 10.1016/j.ecolmodel.2017.12.006
Abstract: In conservation planning, the data related to size, growth and diffusion of populations is sparse, hard to collect and unreliable at best. If and when the data is readily available, it is not of sufficient… read more here.
Keywords: optimization; conservation planning; robust optimization; optimization approach ... See more keywords
Applying a multi-objective optimization approach in designing water supply systems for mining industries. The case of Chile
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2018.11.081
Abstract: Abstract This work presents a multi-objective optimization approach to designing integrated water supply systems for the mining industry. The main goal is to estimate the total operational costs and greenhouse gas emissions from water supply… read more here.
Keywords: supply systems; optimization approach; water supply; water ... See more keywords
An optimization approach for a complex real-life container loading problem
Sign Up to like & getrecommendations! Published in 2021 at "Omega"
DOI: 10.1016/j.omega.2021.102559
Abstract: Abstract We consider a real-world packing problem faced by a logistics company that loads and ships hundreds of trucks every day. For each shipment, the cargo has to be selected from a set of heterogeneous… read more here.
Keywords: optimization approach; loading problem; container loading; problem ... See more keywords
An efficient optimization approach for flexibility provisioning in community microgrids with an incentive-based demand response scheme
Sign Up to like & getrecommendations! Published in 2021 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2021.103218
Abstract: Abstract Flexibility provisioning through demand response (DR) programs has emerged as an efficient tool for the economic and reliable management of electricity grids. In this work, an incentive-based DR model of a community microgrid (CMG) is considered,… read more here.
Keywords: demand response; optimization approach; incentive based; flexibility ... See more keywords
An Optimization Approach Coupling Preprocessing with Model Regression for Enhanced Chemometrics
Sign Up to like & getrecommendations! Published in 2023 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.2c04583
Abstract: Chemometric methods are broadly used in the chemical and biochemical sectors. Typically, derivation of a regression model follows data preprocessing in a sequential manner. Yet, preprocessing can significantly influence the regression model and eventually its… read more here.
Keywords: regression; optimization approach; preprocessing model; coupling preprocessing ... See more keywords