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Instead of computationally expensive numerical analysis, analytical mapping models between objectives and parameters are investigated to improve optimization efficiency.
The predicted value of 0.5 for the ratio between the convex hull and the available space was 10% higher than the experimental value, demonstrating the usefulness of the approach to improve optimization of the GC × GC separation.
While this is a successful strategy to improve optimization efficiency, challenges arise when constructing surrogate models in higher dimensional function space, where the trade space between multiple conflicting objectives is increasingly complex.
Variants of the DE algorithm are continually being developed in an effort to improve optimization performance.
If we capture enough data from the logistics industry (using image recognition), for example, we might be able to improve optimization significantly.
"If we capture enough data from the logistics industry (using image recognition), we might be able to improve optimization significantly". That optimization can already be seen at a global furniture company.
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To this end, an automatic ontology based optimization system that links rule-based optimization model and ontology has been introduced for the purpose to both improve optimization performance and to present new extracted knowledge at optimization run-time.
They act at different management levels but their management actions are complementary to improve energy optimization through resource optimization when coordinated.
These parameters were ranged according to previously reported data to improve the optimization procedure.
Lamination parameters of laminated plates are introduced to improve the optimization efficiency.
The secant method is also used to improve the optimization efficiency.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com