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Here, 20 subspectra with 125 shots per subspectrum were accumulated using a random search pattern.
Twenty-five subspectra with 100 shots per subspectrum were accumulated for one main spectrum using a random search pattern.
In MS/MS positive ion mode, for one main MS spectrum, 50 subspectra with 50 shots per subspectrum were accumulated using a random search pattern.
A standard GSL (GNU Scientific Library) minimization routine was used to find optimal values of the f a and q a (0), while other parameters were optimized using a random search approach.
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Agents start all from the hive and use a random search procedure.
The HS algorithm does not require initial values and uses a random search instead of a gradient search, so derivative information is unnecessary.
If you have limited resources (up to 20 learning procedures) or limited access to complex optimization software, use a random search for C and (gamma) with distribution defined in the "Methods" section.
To explore the proposed approach the joint constellation for transmitters was optimized using a random symbol search.
The symbol sets were found using a random symbol search with defined in (3) being the optimizing criterion and (4) being the optimization constraint.
The BP based algorithms select the initial weights and biases using a random process which is likely to search for the weights and biases in the local area of the vector space hence leading to the problem of local minima.
A series of simulated similarity searches were performed using a random set of active compounds as queries.
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