com.cra.figaro.algorithm.decision

MultiDecisionMetropolisHastings

object MultiDecisionMetropolisHastings

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  1. type ProposalMakerType = (Universe, Element[_]) ⇒ ProposalScheme

    Type that defines how to create a proposal in a multi-decision MH algorithm.

    Type that defines how to create a proposal in a multi-decision MH algorithm. This is simply a function from a universe and element (a decision) to a proposal scheme.

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  6. def apply(numSamples: Int, proposalMaker: (Universe, Element[_]) ⇒ ProposalScheme, burnIn: Int, interval: Int, utilityNodes: List[Element[_]], targets: Decision[_, _]*)(implicit universe: Universe): OneTimeMultiDecisionMetropolisHastings

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, burn in time, interval, given target utilities, and target decisions.

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, burn in time, interval, given target utilities, and target decisions.

    proposalMaker

    A function that specifies how to create a proposal for each decision in the target list

  7. def apply(numSamples: Int, proposalMaker: (Universe, Element[_]) ⇒ ProposalScheme, burnIn: Int, utilityNodes: List[Element[_]], targets: Decision[_, _]*)(implicit universe: Universe): OneTimeMultiDecisionMetropolisHastings

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, burn in time, given target utilities, and target decisions.

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, burn in time, given target utilities, and target decisions.

    proposalMaker

    A function that specifies how to create a proposal for each decision in the target list

  8. def apply(numSamples: Int, proposalMaker: (Universe, Element[_]) ⇒ ProposalScheme, utilityNodes: List[Element[_]], targets: Decision[_, _]*)(implicit universe: Universe): OneTimeMultiDecisionMetropolisHastings

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, given target utilities, and target decisions.

    Create a OneTime multi-decision Metropolis-Hastings sampler using the given number of samples, proposal maker, given target utilities, and target decisions.

    proposalMaker

    A function that specifies how to create a proposal for each decision in the target list

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