Class AbstractProbabilityAlignment<T>

  • Type Parameters:
    T - - the Type parameter usually representing the agent class.
    Direct Known Subclasses:
    LogitScalingBinaryAlignment, LogitScalingBinaryWeightedAlignment, MultiplicativeScalingAlignment, SBDAlignment, SBDLAlignment, SidewalkAlignment

    public abstract class AbstractProbabilityAlignment<T>
    extends java.lang.Object
    Abstract class for BINARY PROBABILITY alignment methods (for Binary outcome alignment, see microsim.alignment.outcome package; for Multiple choice probability alignment, see microsim.alignment.multi package). Acknowledgements: Partly based on "Evaluating Binary Alignment Methods in Microsimulation Models", by Jinjing Li and Cathal O'Donoghue, Journal of Artificial Societies and Social Simulation, 2014 (http://jasss.soc.surrey.ac.uk/17/1/15/15.pdf) General principle of operation of this class: a) Some variable is defined for the agents (the variable can be a probability or an outcome). b) Alignment is called to modify that variable, possibly making use of a specific process of the agents. ALIGNMENT OF PROBABILITIES: this requires a process is specified that computes individual probabilities of the occurrence of a given event. Alignment is then called to modify those probabilities. A second process is specified to determine the occurrence of the event given the (modified) probabilities.
    Author:
    Matteo Richiardi This version: July 2014
    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      abstract void align​(java.util.Collection<T> agents, org.apache.commons.collections4.Predicate<T> filter, AlignmentProbabilityClosure<T> closure, double targetShare)
      Method to implement alignment.
      • Methods inherited from class java.lang.Object

        equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • Constructor Detail

      • AbstractProbabilityAlignment

        public AbstractProbabilityAlignment()
    • Method Detail

      • align

        public abstract void align​(java.util.Collection<T> agents,
                                   org.apache.commons.collections4.Predicate<T> filter,
                                   AlignmentProbabilityClosure<T> closure,
                                   double targetShare)
        Method to implement alignment.
        Parameters:
        agents - - a collection of agents to potentially be aligned
        filter - - filters the agentList so that only the relevant sub-population of agents is aligned
        closure - - specifies the method returning the unaligned probability of the positive outcome for the agent and the method that samples the aligned probabilities to specify the outcome.
        targetShare - - a target share of the relevant sub-population (specified as a proportion of the filtered population) for which the outcome (defined by the AlignmentProbabilityClosure) must be true.