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The results on the mathematical functions show that the SSA algorithm is able to improve the initial random solutions effectively and converge towards the optimum.
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Also for mean bed shear stress MAE as fitness function and F4 as mathematical function showed the best results with RMSE of 0.0185 than other GP models.
In most cases the real gradation of the thermoelastic material properties does not obey simple mathematical functions, but shows a complex physical dependency on location due to manufacturing.
The usefulness of the SZOA algorithm is shown on six mathematical functions including two unimodal functions and four multimodal functions.
Duke computer scientists, led by Professor John Reif and grad student Tianqi Song, have shown that DNA can perform mathematical functions without aping computers composed of switches and logic gates.
Parabolas are used as an example to show how to move sprites along mathematical functions.
The mathematics supporting this reasoning was presented in [ 14] and is summarized in the Additional file 1 where we show how to derive the necessary mathematical functions using first passage time methods [ 17- 21].
The inclusion of age in the mathematical functions and the thorough validation process (see Additional file 1) shows that our AD model has not ignored the 'elephant in the room' analogy described by Brayne in her seminal paper [ 40].
We describe two stochastic mechanistic models of the p53/Mdm2 circuit and show that sustained oscillations result directly from the key biological features, without assuming complicated mathematical functions or requiring more than one feedback loop.
Really understanding complicated mathematical functions requires a certain intuition that not every student will necessarily develop.
Calculator, machine for automatically performing arithmetical operations and certain mathematical functions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com