Package net.simplace.sim.control.generators

package net.simplace.sim.control.generators
Parameter generators for calibration and sensitivity analysis

Generators generate a number of parameter sets and create for each parameter set a simulation.

In this package you find some special generators. See also the common EquidistantCalSimGenerator that is part of the simplace framework package.

  • Klassen
    Klasse
    Beschreibung
    LHSSimGenerator
    Generate simulations with parameters created using random Latin hypercube sampling

    Example

    Three dimensional hypercube with 1600 samples:

    |  <generator id="LHSSG" class="net.simplace.sim.control.generators.LHSSimGenerator">
|    <cal id="par_a" datatype="DOUBLE" min="0.3" max="1" target="par_a"/>
|    <cal id="par_b" datatype="DOUBLE" min="0.012" max="0.024" target="par_b"/>
|    <cal id="par_c" datatype="DOUBLE" min="0.1" max="1" target="par_c"/>
|    <input id="samples" datatype="INT">1600</input>
|  </generator>

    References

    LHS and permutation functions by Le Minh Nghia, NTU-Singapore (Google code link)

    MCMCGenerator
    Generate simulations with parameters created randomly from specified distributions.
    RandomSimGenerator
    Generate simulations with parameters created randomly from specified distributions.