/*!
* \brief Execute the call to the associated tree with the given parameters.
* \param outResult Result of the invocation.
* \param ioContext Evolutionary context.
*/
void GP::Invoker::execute(GP::Datum& outResult, GP::Context& ioContext)
{
Beagle_StackTraceBeginM();
GP::Tree::Handle lTree = getInvokedTree(ioContext);
Beagle_AssertM(lTree->getNumberArguments() == getNumberArguments());
if(getNumberArguments() == 0) {
invoke(outResult, lTree, ioContext);
} else {
GP::Argument::Handle lArg =
castHandleT<GP::Argument>(lTree->getPrimitiveSet(ioContext).getPrimitiveByName(mArgsName));
if(lArg==NULL) {
std::string lMessage = "The argument named '";
lMessage += mArgsName;
lMessage += " associated to the invoker named '";
lMessage += getName();
lMessage += "' does not refer to a valid primitive in the set";
lMessage += " of the tree associated to the invoker.";
throw Beagle_RunTimeExceptionM(lMessage);
}
lArg->pushExecutionContext(getNumberArguments(), ioContext);
invoke(outResult, lTree, ioContext);
lArg->popExecutionContext();
}
Beagle_StackTraceEndM("void GP::Invoker::execute(GP::Datum& outResult, GP::Context& ioContext)");
}
/*!
* \brief Return the tag of the type of data needed as input for the primitive.
* \param inN Index of the argument to get the type tag.
* \param ioContext Evolutionary context.
* \return String tagging the data type needed.
* \throw AssertException If the index inN given is > to 1.
* \throw InternalException If RTTI is disabled and the method is not properly overdefined.
*/
const std::type_info* GP::Invoker::getArgType(unsigned int inN, GP::Context& ioContext) const
{
Beagle_StackTraceBeginM();
Beagle_AssertM(inN < getNumberArguments());
if(mIndex == eGenerator) {
std::ostringstream lOSS;
lOSS << "Could not get the arguments typing of the '" << getName() << "' invoker primitive. ";
lOSS << "The primitive is actually in a generator state, so the index of the tree ";
lOSS << "refered by the primitive is not specified. It is likely that there is a problem ";
lOSS << "in the setting of your system, as the argument typing is called only when the ";
lOSS << "primitive is completely instantiated, that is used as the part of a GP tree, ";
lOSS << "with an index value refering to another GP tree to invoke.";
throw Beagle_RunTimeExceptionM(lOSS.str());
}
GP::Tree::Handle lTree = getInvokedTree(ioContext);
GP::Tree::Handle lOldTreeHandle = ioContext.getGenotypeHandle();
ioContext.setGenotypeHandle(lTree);
GP::Argument::Handle lArg =
castHandleT<GP::Argument>(lTree->getPrimitiveSet(ioContext).getPrimitiveByName(mArgsName));
const std::type_info* lArgType = lArg->getReturnType(ioContext);
ioContext.setGenotypeHandle(lOldTreeHandle);
return lArgType;
Beagle_StackTraceEndM("const std::type_info* GP::Invoker::getArgType(unsigned int inN, GP::Context& ioContext) const");
}
/*!
* \brief Insert mutate a GP individual.
* \param ioIndividual GP individual to mutate.
* \param ioContext Context of the evolution.
* \return True if the individual is effectively mutated, false if not.
*/
bool GP::MutationInsertConstrainedOp::mutate(Beagle::Individual& ioIndividual, Beagle::Context& ioContext)
{
Beagle_StackTraceBeginM();
Beagle_LogDetailedM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Mutating individual with GP::MutationInsertConstrainedOp")
);
GP::Individual& lIndividual = castObjectT<GP::Individual&>(ioIndividual);
GP::Context& lContext = castObjectT<GP::Context&>(ioContext);
const unsigned int lMaxAttempts = mNumberAttempts->getWrappedValue();
const unsigned int lMaxTreeDepth = mMaxTreeDepth->getWrappedValue();
const Factory& lFactory = ioContext.getSystem().getFactory();
GP::Tree::Alloc::Handle lTreeAlloc =
castHandleT<GP::Tree::Alloc>(lFactory.getConceptAllocator("Genotype"));
// Store original context values
const unsigned int lOldGenotypeIndex = lContext.getGenotypeIndex();
const GP::Tree::Handle lOldGenotypeHandle = lContext.getGenotypeHandle();
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
"Individual before constrained GP insert mutation"
);
Beagle_LogObjectDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
ioIndividual
);
// Mutation attempts loop
for(unsigned int i=0; i<lMaxAttempts; ++i) {
// Choose tree and node to mutate
const unsigned int lChosenTree = lIndividual.chooseRandomTree(lContext);
const unsigned int lChosenNodeIndex = lIndividual.chooseRandomNode(lChosenTree, lContext);
GP::Tree::Handle lOriginalTree = lIndividual[lChosenTree];
// Compute depth of tree generated by mutation
lContext.setGenotypeIndex(lChosenTree);
lContext.setGenotypeHandle(lOriginalTree);
lContext.emptyCallStack();
lOriginalTree->setContextToNode(lChosenNodeIndex, lContext);
const unsigned int lMutationDepth =
lContext.getCallStackSize() + lOriginalTree->getTreeDepth(lChosenNodeIndex);
// Check that mutation will not generate a tree deeper than the maximum allowed depth
if(lMutationDepth > lMaxTreeDepth) {
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Constrained insert mutation attempt failed as the generated tree will exceed ")+
std::string("maximum allowed tree depth")
);
continue;
}
// Create new tree
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Creating new tree")
);
GP::Tree::Handle lNewTree = castHandleT<GP::Tree>(lTreeAlloc->allocate());
lNewTree->setPrimitiveSetIndex(lOriginalTree->getPrimitiveSetIndex());
lNewTree->setNumberArguments(lOriginalTree->getNumberArguments());
// Replace original tree with new tree
lIndividual[lChosenTree] = lNewTree;
lContext.setGenotypeHandle(lNewTree);
// Copy unchanged part of original tree into new tree
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Copying unchanged part of original tree to new tree")
);
lNewTree->insert(lNewTree->end(),
lOriginalTree->begin(),
lOriginalTree->begin()+lChosenNodeIndex);
Beagle_AssertM(lNewTree->size() == lChosenNodeIndex);
// Generate new branch primitive to insert.
GP::PrimitiveSet& lPrimitiveSet = lNewTree->getPrimitiveSet(lContext);
Primitive::Handle lBranchInserted = lPrimitiveSet.select(GP::Primitive::eBranch, lContext);
if(lBranchInserted==NULL) {
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Constrained insert mutation attempt failed as it seems impossible ")+
std::string("to select a branch primitive in the actual context")
);
lIndividual[lChosenTree] = lOriginalTree;
lContext.setGenotypeHandle(lOriginalTree);
continue;
}
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Branch primitive to be inserted by mutation is primitive '")+
lBranchInserted->getName()+std::string("'")
);
// Insert new branch
lBranchInserted = lBranchInserted->giveReference(GP::Primitive::eBranch, lContext);
lNewTree->push_back(Node(lBranchInserted,1));
if(lBranchInserted->validate(lContext) == false) {
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Constrained insert mutation attempt failed as the selected ")+
std::string("branch doesn't match the constraints")
);
lIndividual[lChosenTree] = lOriginalTree;
lContext.setGenotypeHandle(lOriginalTree);
continue;
}
const unsigned int lNbArgsInsertedBranch = lBranchInserted->getNumberArguments();
Beagle_AssertM(lNbArgsInsertedBranch != 0);
const unsigned int lSubtreeArgIndex =
lContext.getSystem().getRandomizer().rollInteger(0, lNbArgsInsertedBranch-1);
Beagle_AssertM(lSubtreeArgIndex < lNbArgsInsertedBranch);
const unsigned int lSubtreeSize = (*lOriginalTree)[lChosenNodeIndex].mSubTreeSize;
// Generate inserted node subtrees
bool lArgsGenFailed = false;
for(unsigned int j=0; j<lNbArgsInsertedBranch; ++j) {
if(j == lSubtreeArgIndex) {
const unsigned int lSubtreeIndex = lNewTree->size();
lNewTree->insert(lNewTree->end(),
lOriginalTree->begin()+lChosenNodeIndex,
lOriginalTree->begin()+lChosenNodeIndex+lSubtreeSize);
lContext.pushCallStack(lSubtreeIndex);
if(lNewTree->validateSubTree(lSubtreeIndex, lContext) == false) {
lArgsGenFailed = true;
break;
}
lContext.popCallStack();
(*lNewTree)[lChosenNodeIndex].mSubTreeSize += lSubtreeSize;
} else {
Primitive::Handle lArgInserted = lPrimitiveSet.select(GP::Primitive::eTerminal, lContext);
if(lArgInserted == NULL) {
lArgsGenFailed = true;
break;
}
lArgInserted = lArgInserted->giveReference(GP::Primitive::eTerminal, lContext);
const unsigned int lSubtreeIndex = lNewTree->size();
lNewTree->push_back(Node(lArgInserted,1));
lContext.pushCallStack(lSubtreeIndex);
if(lArgInserted->validate(lContext) == false) {
lArgsGenFailed = true;
break;
}
lContext.popCallStack();
++(*lNewTree)[lChosenNodeIndex].mSubTreeSize;
}
}
if(lArgsGenFailed) {
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Constrained insert mutation attempt failed as it seems impossible ")+
std::string("to select a terminal primitive under the inserted branch in the actual context")
);
lIndividual[lChosenTree] = lOriginalTree;
lContext.setGenotypeHandle(lOriginalTree);
continue;
}
// Complete new tree with rest of original tree
Beagle_AssertM(lOriginalTree->size() >= (lChosenNodeIndex+lSubtreeSize));
lNewTree->insert(lNewTree->end(),
lOriginalTree->begin()+lChosenNodeIndex+lSubtreeSize,
lOriginalTree->end());
Beagle_AssertM(lNewTree->size() == (lOriginalTree->size()+lNbArgsInsertedBranch));
// Correct subtree size data and terminate mutation process
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("Correcting the 'mSubTreeSize' fields of tree")
);
lContext.popCallStack();
for(unsigned int j=0; j<lContext.getCallStackSize(); ++j) {
(*lNewTree)[lContext[j]].mSubTreeSize += lNbArgsInsertedBranch;
}
// Mutation successful, log messages and return
std::ostringstream lOSS;
lOSS << "Successfully inserted a new node at index " << lChosenNodeIndex;
lOSS << " of the " << uint2ordinal(lChosenTree) << " tree of the actual individual";
Beagle_LogTraceM(
ioContext.getSystem().getLogger(),
"mutation",
"Beagle::GP::MutationInsertConstrainedOp",
lOSS.str()
);
Beagle_LogDebugM(
ioContext.getSystem().getLogger(),
"mutation",
"Beagle::GP::MutationInsertConstrainedOp",
"Individual after constrained GP insert mutation"
);
Beagle_LogObjectDebugM(
ioContext.getSystem().getLogger(),
"mutation",
"Beagle::GP::MutationInsertConstrainedOp",
ioIndividual
);
lContext.emptyCallStack();
lContext.setGenotypeIndex(lOldGenotypeIndex);
lContext.setGenotypeHandle(lOldGenotypeHandle);
return true;
}
// Insert mutation failed, return without mutating the individual
lContext.emptyCallStack();
lContext.setGenotypeIndex(lOldGenotypeIndex);
lContext.setGenotypeHandle(lOldGenotypeHandle);
Beagle_LogTraceM(
ioContext.getSystem().getLogger(),
"mutation", "Beagle::GP::MutationInsertConstrainedOp",
std::string("All constrained insert mutation attempts failed; ")+
std::string("resuming from mutation without modifying the individual")
);
return false;
Beagle_StackTraceEndM("bool GP::MutationInsertConstrainedOp::mutate(Beagle::Individual& ioIndividual, Beagle::Context& ioContext)");
}