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Kapelan Bio Imaging GmbH genetic algorithms
Genetic Algorithms, supplied by Kapelan Bio Imaging GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/genetic+algorithm/genetic+algorithms/ppr0666397-235-22-9
Average 90 stars, based on 1 article reviews
genetic algorithms - by Bioz Stars, 2026-09
90/100 stars

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Article Title: A Real Time Optimization Based Sequential Convex Program for Pressure Management in Water Distribution Systems
Article Snippet: Water Resources Management 20(1): 133 − 149 Awad H, Kapelan Z, Savic D (2009) Optimal setting of time-modulated pressure reducing valves in water distribution networks using genetic algorithms.

Article Title: Bounds and convex heuristics for bi-objective optimal experiment design in water networks
Article Snippet: Because of such complicated tructure, researchers have focused on approximating the Pareto front, hich is the image of Θ through the objective functions: (Θ) = { ( fD(z∗), fT (z∗) ) ∣ z∗ ∈ Θ } . (12) o the best of the authors’ knowledge, previous studies have solved ptimal experiment design problems in water distribution networks sing genetic algorithms (Kapelan et al., 2003, 2005; Behzadian et al., 009).

Article Title: Smart meters data for modeling and forecasting water demand at the user-level
Article Snippet: 8 Smart meters installed at the user-level provide a new data source for managing water infrastructure.. 9 This research explores the use of machine learning methods, including Random Forests (RFs), Artifi10 cial Neural Networks (ANNs), and Support Vector Regression (SVR) to forecast hourly water demand 11 at 90 accounts using smart-metered data.. Demands are predicted using lagged demand, seasonality, 12 weather, and household characteristics.

Article Title: The Economics of Investment and Prioritization of Flood Risk Reduction Measures in a Watershed.
Article Snippet: Existing and projected economic losses caused by floods all over the world have generated a growing consensus about the need for investment in flood risk mitigation.. Most of the evidence on the returns to risk reduction is based on cost–benefit analysis performed for specific measures, lacking a comprehensive appraisal of alternatives.. This article presents an integrated approach to consistently prioritize potential flood mitigation measures in a river basin and determine the economically desirable investment level in flood risk reduction.

Article Title: Short-term water demand prediction using stacking regression–based machine learning
Article Snippet: In addition to SVM, other machine learning approaches that were being exercised to anticipate WDS demand include artificial neural networks (ANNs) (Maier et al. 2010; Romano & Kapelan 2014; Baotic ́ et al. 2015), random forests (RFs, Mouatadid & Adamowski 2016), and extreme learning machines (Li et al. 2017; Lu et al. 2020).

Article Title: A Comparison of Short-Term Water Demand Forecasting Models
Article Snippet: This paper presents a comparison of different short-term water demand forecasting models.. The comparison regards six models that differ in terms of: forecasting technique, type of forecast (deterministic or probabilistic) and the amount of data necessary for calibration.. Specifically, the following are compared: a neural-network based model (ANN_WDF), a pattern-based model (Patt_WDF), two pattern-based models relying on the moving-window technique (αβ_WDF and Bakk_WDF), a probabilistic Markov chain-based model (HMC_WDF) and a naïve benchmark model.



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