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Titlebook: Optimization in Large Scale Problems; Industry 4.0 and Soc Mahdi Fathi,Marzieh Khakifirooz,Panos M. Pardalos Book 2019 Springer Nature Swit

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Trusting Algorithms in Society 5.0re acceptance or rejection of a cybernetically-integrated society. These include algorithmic honesty, competence, transparency, and flexibility, as well as our willingness to relate appropriately to nonhuman intelligent agents.
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Online Controlled Experiments at Large Scale in Society 5.0ntation of ideas can now be evaluated with scientific rigor using online controlled experiments (A/B tests), which provide trustworthy reliable assessments of the impact of the implementations to key metrics of interest. This chapter shows how online controlled experiments can be run at large scale.
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Ideal Flow Network in Society 5.0ernative of the traditional traffic assignment model or the link updating system, which uses the existing sensing devices data to infer the origin-destination flow in micro level of detail to update the flow on the entire network rather than only the links with the data.
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https://doi.org/10.1007/978-3-030-28565-4large scale optimization; Benders decomposition; Dynamic system management; multi-tree decomposition; li
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978-3-030-28567-8Springer Nature Switzerland AG 2019
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Optimization in Large Scale Problems978-3-030-28565-4Series ISSN 1931-6828 Series E-ISSN 1931-6836
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