/*******************************************************************************
* Copyright 2015 Analog Devices, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
********************************************************************************/
package com.analog.lyric.dimple.solvers.gibbs.samplers.block;
import com.analog.lyric.dimple.exceptions.DimpleException;
import com.analog.lyric.dimple.model.values.Value;
import com.analog.lyric.dimple.solvers.core.proposalKernels.BlockProposal;
import com.analog.lyric.dimple.solvers.core.proposalKernels.IBlockProposalKernel;
import com.analog.lyric.dimple.solvers.gibbs.GibbsVariableBlock;
/**
* Metropolis-Hastings block initializer for {@link GibbsVariableBlock}s.
* @since 0.08
* @author Christopher Barber
*/
public class BlockMHInitializer extends BlockMHSampler implements IBlockInitializer
{
private final GibbsVariableBlock _block;
/*--------------
* Construction
*/
public BlockMHInitializer(GibbsVariableBlock block, IBlockProposalKernel proposalKernel)
{
super(proposalKernel);
_block = block;
}
/*---------------------------
* IBlockInitializer methods
*/
/**
* {@inheritDoc}
* <p>
* Intializes variables in block by setting them to values generated by the
* {@linkplain #getProposalKernel() proposal kernel}.
*/
@Override
public void initialize()
{
final IBlockProposalKernel proposalKernel = _proposalKernel;
if (proposalKernel == null)
throw new DimpleException("Must specify a block proposal kernel. No default is defined.");
final Value[] sampleValue = _block.updateStart();
final BlockProposal proposal = proposalKernel.next(sampleValue, _block.getDomains());
final Value[] proposalValue = proposal.value;
_block.updateFinish(proposalValue);
_block.resetCounts();
}
}