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The functionality includes classification, optimization, decision making, etc.
His research interests include statistical modelling; forecasting; stochastic optimization; decision making under uncertainty; renewable energies; meteorology; energy management; and energy trading.
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A few have explored post-optimization decision making using concepts such as Pareto optimality, but mostly in multi-objective problems.
Get the table of contents of every new issue published in Fuzzy Optimization and Decision Making.
Research Focus: Causal inference; Machine learning; Personalization; Optimization in statistics; Data-driven optimization under uncertainty; Online decision making; Decision making and operations in healthcare.
This research shows that in silico experiments using mechanistic models and stochastic approaches can be used for drug design and optimization and as a decision making tool for physicians.
This paper constructs a stochastic optimization cost consensus group decision making model adopting the minimum budget and the maximum utility as objective function simultaneously to study the negotiation consensus with decision makers' opinions expressed in the forms of multiple uncertain preferences such as utility function and normal distribution.
Then, the use of multi-objective optimization with a multicriteria choice decision making allows to select optimal solutions.
Unlike inventory management and pricing, where retailers have lots of data and analytical tools to guide decision making, assortment optimization is still much more art than science.
An integrated approach is presented in this study to design electrical hubs combining optimization, multi-criterion assessment and decision making.
Modern manufacturing systems are growing in scale and complexity and increasingly require integrated predictive modelling and optimization methodologies to support routine decision making processes.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com