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Several parameter optimization algorithms are provided, e.g. differential evolution (Storn and Price, 1997) and covariance matrix adaptation (Hansen and Ostermeier, 2001).
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Several parameters require optimization to more closely mimic the genesis of human tumors.
MACS1.4 is a widely used program for ChIP-seq peak detection, and offers several parameters for optimization [ 19- 21].
Then the proposed TLCS method is adopted into several well-known engineering parameter optimization problems.
To this end, the information of the thermodynamic measurements is combined with a feature analysis of 3D structures using one of several approaches to large-scale parameter optimization.
Several aspects of design, performance analysis and parameter optimization for Spotlight and interferometric SAR systems are examined.
MAGMa+ outperformed MAGMa, showing the use of the parameter optimization performed to improve several second and third ranked candidates to first place.
With this self-optimization, we can achieve several optimization results such as load balancing, handover parameter optimization, and capacity and coverage optimization.
Simulated images can fill several functions in a development pipeline, for example: Parameter optimization 8. Algorithm comparison/evaluation 4. Benchmarking on large datasets 9.
PSO has been used to solve several types of optimization problems [ 15], including function optimization and parameter optimization [ 16] and shows promise for nonlinear function optimization [ 17– 22].
Automated parameter optimization is usually much faster; eight methods are provided (See Table 3); we recommend testing several in order to test speed and reliability with respect to the particular types of data and model.
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CEO of Professional Science Editing for Scientists @ prosciediting.com