Test wurde für kleinere Matrizen angepasst -> Komponentenweiser Vergleich

gamematrix etc.

.idea/editor.xml

@@ -243,102 +243,244 @@
     <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IfStdIsConstantEvaluatedCanBeReplaced/@EntryIndexedValue" value="SUGGESTION" type="string" />
     <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StdIsConstantEvaluatedWillAlwaysEvaluateToConstant/@EntryIndexedValue" value="WARNING" type="string" />
     <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StringLiteralTypo/@EntryIndexedValue" value="DO_NOT_SHOW" type="string" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppClangFormat/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppSmartPointerVsMakeFunction/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/EditorConfig/EnableClangFormatSupport/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCStyleCast/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_BINARY_EXPRESSIONS_CHAIN/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionalStyleCast/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_CALLS_CHAIN/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReinterpretCastFromVoidPtr/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXPRESSION/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConvertingConstructor/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_FOR_STMT/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExplicitConversionOperator/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTIPLE_DECLARATION/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDiscardedPostfixOperatorResult/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_TERNARY/@EntryValue" value="ALIGN_ALL" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppConstValueFunctionReturnType/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_CLASS_DEFINITION/@EntryValue" value="1" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeConst/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_DECLARATIONS/@EntryValue" value="2" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMemberFunctionMayBeStatic/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_BLANK_LINES_IN_CODE/@EntryValue" value="2" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppLocalVariableMayBeConst/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/KEEP_USER_LINEBREAKS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConst/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CASE_FROM_SWITCH/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVariableCanBeMadeConstexpr/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_COMMENT/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppParameterMayBeConstPtrOrRef/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INT_ALIGN_EQ/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPassValueParameterByConstReference/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SIMPLE_BLOCK_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppThrowExpressionCanBeReplacedWithRethrow/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroConstantCanBeReplacedWithNullptr/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COMMA_IN_TEMPLATE_PARAMS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppCompileTimeConstantCanBeReplacedWithBooleanConstant/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_SEMICOLON/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIfCanBeReplacedByConstexprIf/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_SEMICOLON/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=IfStdIsConstantEvaluatedCanBeReplaced/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_UNARY_OPERATOR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=StdIsConstantEvaluatedWillAlwaysEvaluateToConstant/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_ARRAY_ACCESS_BRACKETS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=ConstevalIfIsAlwaysConstant/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassCanBeFinal/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStructuredBinding/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_METHOD_PARENTHESES/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseTypeTraitAlias/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_INITIALIZER_BRACES/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAlgorithmWithCount/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPECIAL_ELSE_IF_TREATMENT/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseRangeAlgorithm/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_CAST_EXPRESSION_PARENTHESES/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseElementsView/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_BINARY_OPSIGN/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseStdSize/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_TERNARY_OPSIGNS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppForLoopCanBeReplacedWithWhile/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/TYPE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppJoinDeclarationAndAssignment/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/OTHER_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceTieWithStructuredBinding/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/CASE_BLOCK_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppReplaceMemsetWithZeroInitialization/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DECLARATION/@EntryValue" value="1" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseAssociativeContains/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_FUNCTION_DEFINITION/@EntryValue" value="1" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseEraseAlgorithm/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_WHILE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUseFamiliarTemplateSyntaxForGenericLambdas/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_ELSE_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScope/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_CATCH_ON_NEW_LINE/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppTooWideScopeInitStatement/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_INDENTATION/@EntryValue" value="All" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRedundantNamespaceDefinition/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_ARGUMENT/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineFunctionDefinitionInHeaderFile/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_EXTENDS_LIST/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonInlineVariableDefinitionInHeaderFile/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_PARAMETER/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionIsNotImplemented/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_ARGUMENT/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrivateSpecialMemberFunctionIsNotImplemented/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/ALIGN_MULTILINE_TYPE_PARAMETER/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHiddenFunction/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BLANK_LINES_AROUND_DECLARATIONS/@EntryValue" value="0" type="int" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppHidingFunction/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_ACCESS_SPECIFIERS_FROM_CLASS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPolymorphicClassWithNonVirtualPublicDestructor/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/INDENT_CLASS_MEMBERS_FROM_ACCESS_SPECIFIERS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractClassWithoutSpecifier/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/LINE_BREAK_AFTER_COLON_IN_MEMBER_INITIALIZER_LISTS/@EntryValue" value="ON_SINGLE_LINE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompleteSwitchStatement/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/MEMBER_INITIALIZER_LIST_STYLE/@EntryValue" value="DO_NOT_CHANGE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDefaultCaseNotHandledInSwitchStatement/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/PLACE_NAMESPACE_DEFINITIONS_ON_SAME_LINE/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyErroneousEmptyStatements/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppExpressionWithoutSideEffects/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_COLON_IN_BITFIELD_DECLARATOR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNoDiscardExpression/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppFunctionResultShouldBeUsed/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_EXTENDS_COLON/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMissingKeywordThrow/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_FOR_COLON/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTypeWithoutTypenameKeyword/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_FOR_COLON/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDependentTemplateWithoutTemplateKeyword/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppImplicitDefaultConstructorNotAvailable/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppClassNeedsConstructorBecauseOfUninitializedMember/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_METHOD/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUninitializedNonStaticDataMember/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_PTR_IN_NESTED_DECLARATOR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppRangeBasedForIncompatibleReference/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBER/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppZeroValuedExpressionUsedAsNullPointer/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_DATA_MEMBERS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUnintendedObjectSlicing/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_AFTER_REF_IN_METHOD/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPossiblyUninitializedMember/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclaratorDisambiguatedAsFunction/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionInFinalClass/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMustBePublicVirtualToImplementInterface/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_PTR_IN_METHOD/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationSpecifierWithoutDeclarators/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_ABSTRACT_DECL/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppEmptyDeclaration/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBER/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesLocal/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_DATA_MEMBERS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppDeclarationHidesUncapturedLocal/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_REF_IN_METHOD/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppMismatchedClassTags/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppUsingResultOfAssignmentAsCondition/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BEFORE_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIntegralToPointerConversion/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_BETWEEN_CLOSING_ANGLE_BRACKETS_IN_TEMPLATE_ARGS/@EntryValue" value="true" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerToIntegralConversion/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppIncompatiblePointerConversion/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_ARGS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPointerConversionDropsQualifiers/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_TEMPLATE_PARAMS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppStringLiteralToCharPointerConversion/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_DECLARATION_PARENTHESES/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppNonExceptionSafeResourceAcquisition/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/SPACE_WITHIN_EMPTY_BLOCKS/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppVirtualFunctionCallInsideCtor/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppAbstractVirtualFunctionCallInCtor/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_INVOCATION_LPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppInvalidLineContinuation/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_INVOCATION_RPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfBadFormat/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfRiskyFormat/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_AFTER_DECLARATION_LPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfMissedArg/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_BEFORE_DECLARATION_RPAR/@EntryValue" value="false" type="bool" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppPrintfExtraArg/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_ARGUMENTS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatBadCode/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/WRAP_PARAMETERS_STYLE/@EntryValue" value="WRAP_IF_LONG" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatLegacyCode/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/BREAK_TEMPLATE_DECLARATION/@EntryValue" value="LINE_BREAK" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatMixedArgs/@EntryIndexRemoved" />
-    <option name="/Default/CodeStyle/CodeFormatting/CppFormatting/NAMESPACE_DECLARATION_BRACES/@EntryValue" value="END_OF_LINE" type="string" />
+    <option name="/Default/CodeInspection/Highlighting/InspectionSeverities/=CppBoostFormatTooFewArgs/@EntryIndexRemoved" />
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   </component>
 </project>

docs/design.txt

@@ -0,0 +1,74 @@
+========================================================
+Projekt: gamematrix (C++ Library)
+Rolle: Architekt
+Datei: design.txt
+Datum: 03.11.2025
+Team: prog3b_652
+========================================================
+
+# ----------------------------
+# 1. Projektstruktur / Namespace
+# ----------------------------
+Namespace: Matrix3D
+
+Ziel: Saubere Trennung der Bibliothek, Vermeidung von Namenskonflikten.
+
+Beispiel:
+namespace Matrix3D {
+    // Funktionen, ggf Klasse(n)
+}
+
+# ----------------------------
+# 2. Datenstrukturen / Klassen
+# ----------------------------
+Listen Sie die Klassen oder Structs auf, die verwendet werden:
+
+| Name   | Typ                                      | Beschreibung |
+|--------|------------------------------------------|--------------|
+| Vec3   | struct Vec3                              | 3D-Vektor (x, y, z) |
+| Mat4   | std::array<std::array<double,4>,4>       | 4x4-Matrix (homogen) |
+| ______ | ________ | ___________________ |
+| ______ | ________ | ___________________ |
+
+# ----------------------------
+# 3. Operatoren / Templates
+# ----------------------------
+Welche Operatoren oder Templates sollen definiert werden?
+
+- Templates für unterschiedliche Datentypen? ☐ Ja ☐ Nein
+- Operatoren:
+    - Mat4 * Mat4
+    - Mat4 * Vec3
+
+# ----------------------------
+# 4. Funktionen / Schnittstellen
+# ----------------------------
+Liste der Funktionen mit Eingabe/Ausgabe und kurzer Beschreibung:
+
+| Funktion      | Eingabe                            | Ausgabe               | Kurzbeschreibung                       |
+|---------------|------------------------------------|-----------------------|----------------------------------------|
+| matmul        | Mat4 A, Mat4 B                     | Mat4                  | Matrixmultiplikation 4x4               |
+| translate     | Vec3 pos                           | Mat4                  | Verschiebungstransformation            |
+| rot3D         | double angle_deg, char axis        | Mat4                  | Rotation um Achse x/y/z                |
+| identity (optional)| ---                           | Mat4                  | Identitätsmatrix                       |
+| _____________ | __________________________________ | ____________________  | ______________________________         |
+
+# ----------------------------
+# 5. Designentscheidungen / Hinweise
+# ----------------------------
+- Rückgabe der Matrizen per Wert oder Referenz? ___________
+- Verwendung von std::array oder std::vector? ___________
+- Homogene Koordinaten für Translation / Rotation (4x4)? ☐ Ja ☐ Nein
+- Weitere Designüberlegungen: ___________________________
+
+# ----------------------------
+# 6. Deliverables / Milestones
+# ----------------------------
+- design.txt fertig und im Branch architect committed
+- Übergabe an Entwickler für Implementierung
+
+========================================================
+Hinweis:
+- Dieses Dokument dient als Grundlage für die Implementierung.
+- Alle Designentscheidungen sollen klar nachvollziehbar sein.
+========================================================

docs/requirements.txt

@@ -0,0 +1,76 @@
+========================================================
+Projekt: gamematrix (C++ Library)
+Rolle:   Projektleiter
+Datei:   requirements.txt
+Datum:   03.11.2025
+Team:    prob3b_652
+========================================================
+
+# ----------------------------
+# 1. Projektziel
+# ----------------------------
+Beschreiben Sie hier kurz das Ziel des Projekts:
+
+Ziel: 
+- C++-Bibliothek gamematrix.cpp erweitern. Matrizenoperationen für 3D-Transformationen bereitstellen. 
+
+- Integration in das bestehende Spielprojekt.
+
+- Git-Workflow: Neuer Branch für diese Woche (KW25), Änderungen committen und später in den 	Hauptbranch mergen.
+- Vorgehensmodell: Wasserfall, alle Phasen strikt nacheinander.
+
+# ----------------------------
+# 2. Funktionale Anforderungen
+# ----------------------------
+Listen Sie alle Funktionen auf, die die Bibliothek bereitstellen soll..
+Tragen Sie ein: Funktion, Eingabe, Ausgabe, kurze Beschreibung
+
+| Funktion      | Eingabe                            | Ausgabe               | Kurzbeschreibung                       |
+|---------------|------------------------------------|-----------------------|----------------------------------------|
+| matmul        | 4x4 Matrix A, 4x4 Matrix B         | 4x4 Matrix            |Multipliziert zwei Matrizen und gibt    |
+|		|				     |			     |das Ergebnis als neue Matrix zurück.    |
+|               |                                    |                       |Prüft dabei, ob die Dimensionen         |    
+|               |                                    |                       |kompatibel sind                         |
+|---------------------------------------------------------------------------------------------------------------------|
+| translate     | 3D Vektor                          | 4x4 Matrix            | Verschiebt Punkte oder Objekte im Raum |
+|		|				     |			     | um einen gegebenen Vektor.             |
+|---------------------------------------------------------------------------------------------------------------------|
+| rot3D         | Winkel in °, Rotationsachse (x/y/z)| 4x4 Matrix            | Rotiert eine Matrix um eine Achse um   |
+|               |                                    |                       |einen vorgegebenen Winkel               |
+|---------------------------------------------------------------------------------------------------------------------|
+| identity (optional)| ---                           | 4x4 Matrix            | _____________________________________  |
+| _____________ | __________________________________ | ____________________  | ______________________________         |
+| _____________ | __________________________________ | ____________________  | ______________________________         |
+
+# ----------------------------
+# 3. Nicht-funktionale Anforderungen
+# ----------------------------
+(z. B. Performance, Lesbarkeit, Wartbarkeit, Python-Kompatibilität via pybind11)
+
+- Jede Methode soll mit einem aussagekräftigen Kommentar versehen werden.
+- User soll aufgefordert werden zwei 4x4 Matritzen einzugeben bzw. einen Winkel in Grad. 
+  (Architect Aufgabe -> Die Eingabe- Methode soll Prüfen ob die Form vom Winkel bzw. Matritzen den 
+  Anforderungen entsprechen)
+- ____________________________________________________________
+
+# ----------------------------
+# 4. Annahmen / Einschränkungen
+# ----------------------------
+
+
+- Wir arbeiten ausschließlich mit 4x4 Matritzen. Winkel soll in Grand eingegeben werden. ____________________________________________________________
+- Variablendeklaration ausschließlich mit double# ----------------------------
+# 5. Abnahmekriterien
+# ----------------------------
+Wie soll geprüft werden, dass die Anforderungen erfüllt sind?
+(z. B. Unit-Tests, Beispielrotationen, Matrizenmultiplikation)
+
+- Beispielrotationen
+- Matritzen-Multiplikation
+- 
+
+========================================================
+Hinweis:
+- Diese Datei wird vom Projektleiter erstellt und gepflegt.
+- Jede Phase des Projekts soll hier dokumentiert werden.
+========================================================

docs/tests.txt

@@ -0,0 +1,44 @@
+@@ -1,43 +0,0 @@
+========================================================
+Projekt: gamematrix (C++ Library)
+Rolle: Tester
+Datei: tests.txt
+Datum: 4.10.2025
+Team: prog3b_652
+========================================================
+
+# ----------------------------
+# 1. Testplan Übersicht
+# ----------------------------
+Ziel: Überprüfung der Funktionen matmul(), translate(), rot3D().
+
+| Funktion      | Testfall                  | Eingabe                      | Erwartetes Ergebnis               | Bemerkung                  |
+|---------------|---------------------------|------------------------------|-----------------------------------|----------------------------|
+| matmul        | Identity * Identity       | 4x4 Identity Matrizen        | Identity                          | Basisfall                  |
+| matmul        | Beispielmatrizen          | A=[[...]], B=[[...]]         | C=[[...]]                         | Prüfen mit Handrechnung    |
+| translate     | Verschiebung              | Vec3 {1,2,3}                 | Matrix mit Translation 1,2,3      | Prüfen letzte Spalte       |
+| rot3D         | Rotation Z 90°            | angle_deg=90, axis='z'       | (1,0,0) -> (0,1,0)                | Prüfen Anwendung auf Vektor|
+| rot3D         | Rotation X 180°           | angle_deg=180, axis='x'      | (0,1,0) -> (0,-1,0)               | Prüfen Anwendung auf Vektor|
+| rot3D         | Rotation Y 270°           | angle_deg=270, axis='y'      | (1,0,0) -> (0,0,-1)               | Prüfen Anwendung auf Vektor|
+
+
+# ----------------------------
+# 2. Testdaten / Matrizen
+# ----------------------------
+- Matrizen für matmul: Identity, Beispiel A/B Matrizen
+- Vektoren für translate: Vec3 {x, y, z}
+- Vektoren für rot3D: Vec3 {1,0,0}, Vec3 {0,1,0}
+
+# ----------------------------
+# 3. Abnahmekriterien
+# ----------------------------
+- Alle Unit-Tests erfolgreich
+- Keine Exceptions außer gewollt (z. B. ungültige Achse)
+- Testbericht in tests.txt dokumentiert
+
+========================================================
+Hinweis:
+- Diese Datei wird vom Tester gepflegt.
+- Tester dokumentiert Input, Output, erwartetes Ergebnis und Erfolg/Fehler.
+========================================================
+

includes/gamematrix.cpp

@@ -0,0 +1,150 @@
+//
+// Created by kris- on 03.11.2025.
+//
+#include <iostream>
+#include "gamematrix.h"
+
+// Matrixmultiplikation
+
+
+// Rotationsmatrix um Achse x/y/z
+static std::array<std::array<double,4>,4> rot3D(double angle_deg, char axis);
+
+// Verschiebung
+static std::array<std::array<double,4>,4> translate(const std::array<double, 3>& pos);
+
+
+
+
+//Matrixmultiplikation-Funktion
+std::array<std::array<double,4>,4> gameMatrix::matmul(
+    const std::array<std::array<double,4>,4>& A,
+    const std::array<std::array<double,4>,4>& B)
+
+{       //Matrix-Mathematik (Matrix C = A*B)
+    std::array<std::array<double,4>,4> C{};
+
+    for (int i = 0; i < 4; ++i)
+        for (int j = 0; j < 4; ++j)
+            for (int k = 0; k < 4; ++k)
+                C[i][j] += A[i][k] * B[k][j];
+
+
+    return C;
+
+}
+
+//Rotation 3D
+std::array<std::array<double,4>,4> gameMatrix::rot3D(double angle_deg, char axis) {
+    double rad = angle_deg * M_PI / 180.0;
+
+    //Mathematik-Rotation
+    std::array<std::array<double,4>,4> R{};
+
+    for (int i = 0; i < 4; ++i)
+        R[i][i] = 1.0;
+
+    if (axis == 'x' || axis == 'X') {
+        R[1][1] = cos(rad);
+        R[1][2] = -sin(rad);
+        R[2][1] = sin(rad);
+        R[2][2] = cos(rad);
+    } else if (axis == 'y' || axis == 'Y') {
+        R[0][0] = cos(rad);
+        R[0][2] = sin(rad);
+        R[2][0] = -sin(rad);
+        R[2][2] = cos(rad);
+    } else if (axis == 'z' || axis == 'Z') {
+        R[0][0] = cos(rad);
+        R[0][1] = -sin(rad);
+        R[1][0] = sin(rad);
+        R[1][1] = cos(rad);
+    }
+
+    return R;
+}
+
+//Translation
+std::array<std::array<double,4>,4> gameMatrix::translate(const std::array<double,3>& pos) {
+    std::array<std::array<double,4>,4> T{};
+    for (int i = 0; i < 4; ++i)
+        T[i][i] = 1.0; // Identitätsmatrix
+
+    T[0][3] = pos[0]; // x-Verschiebung
+    T[1][3] = pos[1]; // y-Verschiebung
+    T[2][3] = pos[2]; // z-Verschiebung
+
+    return T;
+}
+
+
+
+//unnötig die main hier, aber wenn die schon mal da ist, warum auch nicht zum testen dieser .cpp-Datei
+int main()
+{
+    // Part Matrix
+    std::array<std::array<double,4>,4> A{};
+    std::array<std::array<double,4>,4> B{};
+
+    std::cout << "Gib die Werte für Matrix A (4x4) ein:\n";
+    for (int i = 0; i < 4; ++i)
+        for (int j = 0; j < 4; ++j) {
+            std::cout << "A[" << i << "][" << j << "] = ";
+            std::cin >> A[i][j];
+        }
+
+    std::cout << "\nGib die Werte für Matrix B (4x4) ein:\n";
+    for (int i = 0; i < 4; ++i)
+        for (int j = 0; j < 4; ++j) {
+            std::cout << "B[" << i << "][" << j << "] = ";
+            std::cin >> B[i][j];
+        }
+
+    std::array<std::array<double,4>,4> C = gameMatrix::matmul(A, B);
+
+    std::cout << "\nErgebnis der Matrixmultiplikation (C = A * B):\n";
+    for (int i = 0; i < 4; ++i) {
+        for (int j = 0; j < 4; ++j)
+            std::cout << C[i][j] << "\t";
+        std::cout << "\n";
+    }
+    //Ende Matrix
+
+
+    // Rotation
+    double angle;
+    char axis;
+    std::cout << "\nGib einen Rotationswinkel in Grad ein: ";
+    std::cin >> angle;
+    std::cout << "Gib die Rotationsachse (x/y/z) ein: ";
+    std::cin >> axis;
+
+    std::array<std::array<double,4>,4> R = gameMatrix::rot3D(angle, axis);
+
+    std::cout << "\nRotationsmatrix R:\n";
+    for (int i = 0; i < 4; ++i) {
+        for (int j = 0; j < 4; ++j)
+            std::cout << R[i][j] << "\t";
+        std::cout << "\n";
+    }
+
+    // Translation
+    std::array<double,3> pos;
+    std::cout << "\nGib die Translation (x y z) ein: ";
+    std::cin >> pos[0] >> pos[1] >> pos[2];
+
+    std::array<std::array<double,4>,4> T = gameMatrix::translate(pos);
+
+    std::cout << "\nTranslationsmatrix T:\n";
+    for (int i = 0; i < 4; ++i) {
+        for (int j = 0; j < 4; ++j)
+            std::cout << T[i][j] << "\t";
+        std::cout << "\n";
+    }
+
+    return 0;
+}
+
+
+
+

parallel2/.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

parallel2/.idea/.name

@@ -0,0 +1 @@
+Uebung5

parallel2/.idea/editor.xml

@@ -0,0 +1,101 @@
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parallel2/.idea/misc.xml

@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="CMakePythonSetting">
+    <option name="pythonIntegrationState" value="YES" />
+  </component>
+  <component name="CMakeWorkspace" PROJECT_DIR="$PROJECT_DIR$" />
+</project>

parallel2/.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/parallel2.iml" filepath="$PROJECT_DIR$/.idea/parallel2.iml" />
+    </modules>
+  </component>
+</project>

parallel2/.idea/parallel2.iml

@@ -0,0 +1,2 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module classpath="CMake" type="CPP_MODULE" version="4" />

parallel2/.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$/.." vcs="Git" />
+  </component>
+</project>

parallel2/CMakeLists.txt

@@ -0,0 +1,15 @@
+cmake_minimum_required(VERSION 3.15)
+project(Uebung5)
+
+set(CMAKE_CXX_STANDARD 17)
+set(CMAKE_CXX_STANDARD_REQUIRED ON)
+
+# OpenMP aktivieren
+find_package(OpenMP REQUIRED)
+if(OpenMP_CXX_FOUND)
+    message(STATUS "OpenMP found")
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
+endif()
+
+# Executable erstellen
+add_executable(parallel2 main.cpp)

parallel2/main.cpp

@@ -0,0 +1,238 @@
+#include <iostream>
+#include <vector>
+#include <cstdlib>
+#include <ctime>
+#include <chrono>
+#include <cmath>
+#include <omp.h>
+
+
+// Matrizen erzeugen
+
+void generateRandomMatrices(int n,
+                            std::vector<std::vector<double>>& A,
+                            std::vector<std::vector<double>>& B,
+                            double min_val = 0.0,
+                            double max_val = 10.0)
+{
+    std::srand(static_cast<unsigned int>(std::time(nullptr)));
+    A.resize(n, std::vector<double>(n));
+    B.resize(n, std::vector<double>(n));
+
+    for (int i = 0; i < n; ++i)
+        for (int j = 0; j < n; ++j)
+        {
+            double r1 = static_cast<double>(std::rand()) / RAND_MAX;
+            double r2 = static_cast<double>(std::rand()) / RAND_MAX;
+            A[i][j] = min_val + r1 * (max_val - min_val);
+            B[i][j] = min_val + r2 * (max_val - min_val);
+        }
+}
+
+
+// Seriell
+
+std::vector<std::vector<double>> matmul_serial(const std::vector<std::vector<double>>& A,
+                                               const std::vector<std::vector<double>>& B)
+{
+    int n = A.size();
+    int m = B[0].size();
+    int p = B.size();
+
+    std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
+
+    for (int i = 0; i < n; ++i)
+        for (int j = 0; j < m; ++j)
+            for (int k = 0; k < p; ++k)
+                C[i][j] += A[i][k] * B[k][j];
+
+    return C;
+}
+
+
+// Parallele Zeilenzerlegung
+
+std::vector<std::vector<double>> matmul_parallel_rows(const std::vector<std::vector<double>>& A,
+                                                      const std::vector<std::vector<double>>& B,
+                                                      int numThreads)
+{
+    int n = A.size();
+    int m = B[0].size();
+    int p = B.size();
+
+    std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
+
+    #pragma omp parallel for num_threads(numThreads)
+    for (int i = 0; i < n; ++i)
+    {
+        std::vector<double> row(m, 0.0);
+        for (int j = 0; j < m; ++j)
+        {
+            double sum = 0.0;
+            for (int k = 0; k < p; ++k)
+                sum += A[i][k] * B[k][j]; //verhindert überschreibuung
+            row[j] = sum;
+        }
+        C[i] = row;
+    }
+
+    return C;
+}
+
+
+// Parallele Spaltenzerlegung
+
+std::vector<std::vector<double>> matmul_parallel_cols(const std::vector<std::vector<double>>& A,
+                                                      const std::vector<std::vector<double>>& B,
+                                                      int numThreads)
+{
+    int n = A.size();
+    int m = B[0].size();
+    int p = B.size();
+
+    std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
+
+    #pragma omp parallel for num_threads(numThreads)
+    for (int j = 0; j < m; ++j)
+    {
+        for (int i = 0; i < n; ++i)
+        {
+            double sum = 0.0;
+            for (int k = 0; k < p; ++k)
+                sum += A[i][k] * B[k][j]; //Zwischengepeichert
+            C[i][j] = sum;
+        }
+    }
+
+    return C;
+}
+
+
+// Blockzerlegung
+
+std::vector<std::vector<double>> matmul_block(const std::vector<std::vector<double>>& A,
+                                              const std::vector<std::vector<double>>& B,
+                                              int blockSize,
+                                              int numThreads)
+{
+    int n = A.size();
+    int m = B[0].size();
+    int p = B.size();
+
+    std::vector<std::vector<double>> C(n, std::vector<double>(m, 0.0));
+
+    #pragma omp parallel for collapse(2) num_threads(numThreads)
+    for (int ii = 0; ii < n; ii += blockSize)
+        for (int jj = 0; jj < m; jj += blockSize)
+        {
+            for (int i = ii; i < std::min(ii + blockSize, n); ++i)
+                for (int j = jj; j < std::min(jj + blockSize, m); ++j)
+                {
+                    double sum = 0.0;
+                    for (int k = 0; k < p; ++k)
+                        sum += A[i][k] * B[k][j];
+                    C[i][j] = sum;
+                }
+        }
+
+    return C;
+}
+
+
+// Matrix ausgeben
+
+void printMatrix(const std::vector<std::vector<double>>& M, const std::string& name)
+{
+    std::cout << name << " (" << M.size() << "x" << (M.empty() ? 0 : M[0].size()) << "):\n";
+    for (const auto& row : M)
+    {
+        for (double val : row)
+            std::cout << val << "\t";
+        std::cout << "\n";
+    }
+    std::cout << "\n";
+}
+
+
+//Matrix Vergleich (Komponentenweise)
+bool compareMatrices(const std::vector<std::vector<double>>& A,
+                     const std::vector<std::vector<double>>& B)
+{
+    if (A.size() != B.size() || A[0].size() != B[0].size())
+        return false;
+
+    for (size_t i = 0; i < A.size(); ++i)
+        for (size_t j = 0; j < A[0].size(); ++j)
+            if (std::abs(A[i][j] - B[i][j]) > 1e-9)
+                return false;
+    return true;
+}
+
+
+
+
+
+
+
+int main()
+{
+    int N = 4; // für Ausgabe kleiner Matrizen <5
+    int numThreads = omp_get_max_threads();
+    if (numThreads == 0) numThreads = 4;
+
+    std::vector<std::vector<double>> A, B;
+    generateRandomMatrices(N, A, B);
+
+    if (N < 5)
+    {
+        printMatrix(A, "Matrix A");
+        printMatrix(B, "Matrix B");
+    }
+
+    // Serielle Berechnung
+    auto start = std::chrono::steady_clock::now();
+    auto C_serial = matmul_serial(A, B);
+    auto end = std::chrono::steady_clock::now();
+    double timeSerial = std::chrono::duration<double>(end - start).count();
+    std::cout << "Seriell: " << timeSerial << " s\n";
+
+    if (N < 5)
+        printMatrix(C_serial, "C_serial");
+
+    // Zeilenparallel
+    start = std::chrono::steady_clock::now();
+    auto C_rows = matmul_parallel_rows(A, B, numThreads);
+    end = std::chrono::steady_clock::now();
+    double timeRows = std::chrono::duration<double>(end - start).count();
+    std::cout << "Parallel Zeilen: " << timeRows << " s | "
+              << (compareMatrices(C_serial, C_rows) ? "Match" : "Mismatch") << "\n";
+
+    if (N < 5)
+        printMatrix(C_rows, "C_rows");
+
+    // Spaltenparallel
+    start = std::chrono::steady_clock::now();
+    auto C_cols = matmul_parallel_cols(A, B, numThreads);
+    end = std::chrono::steady_clock::now();
+    double timeCols = std::chrono::duration<double>(end - start).count();
+    std::cout << "Parallel Spalten: " << timeCols << " s | "
+              << (compareMatrices(C_serial, C_cols) ? "Match" : "Mismatch") << "\n";
+
+    if (N < 5)
+        printMatrix(C_cols, "C_cols");
+
+    // Blockparallel
+    int blockSize = 2; // für kleine N passend
+    start = std::chrono::steady_clock::now();
+    auto C_block = matmul_block(A, B, blockSize, numThreads);
+    end = std::chrono::steady_clock::now();
+    double timeBlock = std::chrono::duration<double>(end - start).count();
+    std::cout << "Parallel Block (" << blockSize << "x" << blockSize << "): "
+              << timeBlock << " s | "
+              << (compareMatrices(C_serial, C_block) ? "Match" : "Mismatch") << "\n";
+
+    if (N < 5)
+        printMatrix(C_block, "C_block");
+
+    return 0;
+}

src/gamematrix.h

@@ -0,0 +1,19 @@
+#pragma once
+#include <vector>
+#include <array>
+#include <stdexcept>
+#include <cmath>
+
+class gameMatrix
+{
+public:
+    // Matrix Multiplikation
+    static std::array<std::array<double,4>,4> matmul(const std::array<std::array<double,4>,4>& A,
+                                                   const std::array<std::array<double,4>,4>& B);
+
+    // Rotationsmatrix um Achse x/y/z
+    static std::array<std::array<double,4>,4> rot3D(double angle_deg, char axis);
+
+    // Verschiebung
+    static std::array<std::array<double,4>,4> translate(const std::array<double, 3>& pos);
+};

Übung4/CMakeLists.txt

@@ -0,0 +1,8 @@
+cmake_minimum_required(VERSION 3.20)
+
+project(prog3b_652)
+
+set(CMAKE_CXX_STANDARD 17)
+set(CMAKE_CXX_STANDARD_REQUIRED ON)
+
+add_executable(prog3b main.cpp)

Übung4/main.cpp

@@ -0,0 +1,122 @@
+#include <iostream>
+#include <fstream>
+#include <vector>
+#include <thread>
+#include <chrono>
+#include <cstdlib>
+
+// =====================
+// Datei einlesen
+// =====================
+void readFile(const std::string& filename, std::vector<int>& data)
+{
+    std::ifstream file(filename);
+    int value;
+    while (file >> value)
+        data.push_back(value);
+}
+
+// =====================
+// Serielle Auswertung
+// =====================
+int countSerial(const std::vector<int>& messungen)
+{
+    if (messungen.size() < 2)
+        return 0;
+
+    int increases = 0;
+    for (size_t i = 1; i < messungen.size(); ++i)
+        if (messungen[i] > messungen[i - 1])
+            ++increases;
+
+    return increases;
+}
+
+// =====================
+// Parallele Auswertung
+// =====================
+int countParallel(const std::vector<int>& messungen, int numThreads)
+{
+    if (messungen.size() < 2)
+        return 0;
+
+    int totalComparisons = messungen.size() - 1;
+    if (numThreads > totalComparisons)
+        numThreads = totalComparisons;
+
+    std::vector<int> results(numThreads, 0);
+    std::vector<std::thread> threads;
+
+    int base = totalComparisons / numThreads;
+    int remainder = totalComparisons % numThreads;
+
+    int idx = 1;
+
+    for (int t = 0; t < numThreads; ++t)
+    {
+        int startIdx = idx;
+        int count = base + (t < remainder ? 1 : 0);
+        int endIdx = idx + count - 1;
+        idx = endIdx + 1;
+
+        threads.emplace_back([&, t, startIdx, endIdx]()
+        {
+            int localCount = 0;
+            for (int i = startIdx; i <= endIdx; ++i)
+                if (messungen[i] > messungen[i - 1])
+                    ++localCount;
+
+            results[t] = localCount;
+        });
+    }
+
+    for (auto& th : threads)
+        th.join();
+
+    int total = 0;
+    for (int r : results)
+        total += r;
+
+    return total;
+}
+
+// =====================
+// main
+// =====================
+int main()
+{
+    std::vector<int> messungen;
+
+    // ===== Variante A: Datei =====
+    readFile("measurements.txt", messungen);
+
+    // ===== Variante B: künstliche Daten (statt Datei) =====
+    /*
+    int value = 0;
+    for (size_t i = 0; i < 100000000; ++i)
+        messungen.push_back(value += (rand() % 3 - 1));
+    */
+
+    // ===== Seriell =====
+    auto start = std::chrono::steady_clock::now();
+    int serialResult = countSerial(messungen);
+    auto end = std::chrono::steady_clock::now();
+
+    std::chrono::duration<double> serialTime = end - start;
+    std::cout << "Seriell:  " << serialResult
+              << " | Took: " << serialTime.count() << " s\n";
+
+    // ===== Parallel =====
+    int numThreads = std::thread::hardware_concurrency();
+    if (numThreads == 0) numThreads = 4;
+
+    start = std::chrono::steady_clock::now();
+    int parallelResult = countParallel(messungen, numThreads);
+    end = std::chrono::steady_clock::now();
+
+    std::chrono::duration<double> parallelTime = end - start;
+    std::cout << "Parallel: " << parallelResult
+              << " | Took: " << parallelTime.count() << " s\n";
+
+    return 0;
+}