The attachment process
and response to an antitumor reagent for
cultured cells were monitored with a quartz crystal microbalance (QCM)
combined with a microscope. To fit the experimentally obtained curves
of the resonant frequency, model equations of resonant frequency curves
were built, and parameters of time constants and scale coefficients
were determined. For the cell attachment process, a first-order lag
response curve well fit the experimental curves. For the response
to cisplatin, two response steps were observed in both QCM data and
microscopic images, where the cells loosened in the first step and
shrank in the second step. Resonant frequency responses for both processes
were well fit by two logarithmic normal distribution functions. In
addition, the dependence of the resonant frequency change on the cell
number was also studied, and a cell–cell interaction model
for attached cells was proposed to explain the saturation of the resonant
frequency change in high density cell seeding.
Solving bilinear matrix inequality (BMI) problems appearing in robust control by deterministic strategy is quite hard. We propose a branch and bound method for BMI optimization problems where a randomized algorithm is used in the bounding procedure. Computational experiments demonstrate the effectiveness of the proposed method.
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