Finalized interface of bit vector. Added unit tests for all methods of the bit vector.

Former-commit-id: 6c7834ed20

src/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.h

@@ -209,10 +209,10 @@ namespace storm {
                         std::vector<ValueType> vAllMarkovian(markovianStates.getNumberOfSetBits());
                         
                         // Create the starting value vectors for the next value iteration based on the results of the previous one.
-                        storm::utility::vector::setVectorValues<ValueType>(vAllProbabilistic, ~markovianStates % goalStates, storm::utility::constGetOne<ValueType>());
-                        storm::utility::vector::setVectorValues<ValueType>(vAllProbabilistic, ~markovianStates % ~goalStates, vProbabilistic);
-                        storm::utility::vector::setVectorValues<ValueType>(vAllMarkovian, markovianStates % goalStates, storm::utility::constGetOne<ValueType>());
-                        storm::utility::vector::setVectorValues<ValueType>(vAllMarkovian, markovianStates % ~goalStates, vMarkovian);
+                        storm::utility::vector::setVectorValues<ValueType>(vAllProbabilistic, goalStates % ~markovianStates, storm::utility::constGetOne<ValueType>());
+                        storm::utility::vector::setVectorValues<ValueType>(vAllProbabilistic, ~goalStates % ~markovianStates, vProbabilistic);
+                        storm::utility::vector::setVectorValues<ValueType>(vAllMarkovian, goalStates % markovianStates, storm::utility::constGetOne<ValueType>());
+                        storm::utility::vector::setVectorValues<ValueType>(vAllMarkovian, ~goalStates % markovianStates, vMarkovian);
                         
                         // Compute the number of steps to reach the target interval.
                         numberOfSteps = static_cast<uint_fast64_t>(std::ceil(lowerBound / delta));

src/modelchecker/prctl/SparseDtmcPrctlModelChecker.h

@@ -127,7 +127,7 @@ public:
             storm::storage::SparseMatrix<Type> submatrix = this->getModel().getTransitionMatrix().getSubmatrix(statesWithProbabilityGreater0);
             
             // Compute the new set of target states in the reduced system.
-            storm::storage::BitVector rightStatesInReducedSystem = statesWithProbabilityGreater0 % psiStates;
+            storm::storage::BitVector rightStatesInReducedSystem = psiStates % statesWithProbabilityGreater0;
             
             // Make all rows absorbing that satisfy the second sub-formula.
             submatrix.makeRowsAbsorbing(rightStatesInReducedSystem);

src/modelchecker/prctl/SparseMdpPrctlModelChecker.h

@@ -119,7 +119,7 @@ namespace storm {
                         std::vector<uint_fast64_t> subNondeterministicChoiceIndices = storm::utility::vector::getConstrainedOffsetVector(this->getModel().getNondeterministicChoiceIndices(), statesWithProbabilityGreater0);
                         
                         // Compute the new set of target states in the reduced system.
-                        storm::storage::BitVector rightStatesInReducedSystem = statesWithProbabilityGreater0 % psiStates;
+                        storm::storage::BitVector rightStatesInReducedSystem = psiStates % statesWithProbabilityGreater0;
                         
                         // Make all rows absorbing that satisfy the second sub-formula.
                         submatrix.makeRowsAbsorbing(rightStatesInReducedSystem, subNondeterministicChoiceIndices);

src/models/AtomicPropositionsLabeling.h

@@ -71,7 +71,7 @@ public:
         // Now we need to copy the fraction of the single labelings given by the substates.
         singleLabelings.reserve(apCountMax);
         for (auto const& labeling : atomicPropositionsLabeling.singleLabelings) {
-            singleLabelings.emplace_back(labeling, substates);
+            singleLabelings.emplace_back(labeling % substates);
         }
     }
 

src/storage/BitVector.cpp

@@ -13,17 +13,31 @@ extern log4cplus::Logger logger;
 namespace storm {
     namespace storage {
         
-		BitVector::const_iterator::const_iterator(const BitVector& bitVector, uint_fast64_t startIndex, uint_fast64_t endIndex, bool setOnFirstBit) : bitVector(bitVector), endIndex(endIndex) {
+		BitVector::const_iterator::const_iterator(uint64_t const* dataPtr, uint_fast64_t startIndex, uint_fast64_t endIndex, bool setOnFirstBit) : dataPtr(dataPtr), endIndex(endIndex) {
             if (setOnFirstBit) {
                 // Set the index of the first set bit in the vector.
-                currentIndex = bitVector.getNextSetIndex(startIndex, endIndex);
+                currentIndex = getNextSetIndex(dataPtr, startIndex, endIndex);
             } else {
                 currentIndex = startIndex;
             }
 		}
         
+        BitVector::const_iterator::const_iterator(const_iterator const& other) : dataPtr(other.dataPtr), currentIndex(other.currentIndex), endIndex(other.endIndex) {
+            // Intentionally left empty.
+        }
+        
+        BitVector::const_iterator& BitVector::const_iterator::operator=(const_iterator const& other) {
+            // Only assign contents if the source and target are not the same.
+            if (this != &other) {
+                dataPtr = other.dataPtr;
+                currentIndex = other.currentIndex;
+                endIndex = other.endIndex;
+            }
+            return *this;
+        }
+        
 		BitVector::const_iterator& BitVector::const_iterator::operator++() {
-			currentIndex = bitVector.getNextSetIndex(++currentIndex, endIndex);
+			currentIndex = getNextSetIndex(dataPtr, ++currentIndex, endIndex);
 			return *this;
 		}
         
@@ -31,19 +45,19 @@ namespace storm {
 			return currentIndex;
 		}
         
-		bool BitVector::const_iterator::operator!=(const_iterator const& otherIterator) const {
-			return currentIndex != otherIterator.currentIndex;
+		bool BitVector::const_iterator::operator!=(const_iterator const& other) const {
+			return currentIndex != other.currentIndex;
 		}
         
-        bool BitVector::const_iterator::operator==(const_iterator const& otherIterator) const {
-            return currentIndex == otherIterator.currentIndex;
+        bool BitVector::const_iterator::operator==(const_iterator const& other) const {
+            return currentIndex == other.currentIndex;
         }
 
         BitVector::BitVector() : bitCount(0), bucketVector() {
             // Intentionally left empty.
         }
         
-        BitVector::BitVector(uint_fast64_t length, bool initTrue) : bitCount(length) {
+        BitVector::BitVector(uint_fast64_t length, bool init) : bitCount(length) {
             // Compute the correct number of buckets needed to store the given number of bits.
             uint_fast64_t bucketCount = length >> 6;
             if ((length & mod64mask) != 0) {
@@ -51,7 +65,7 @@ namespace storm {
             }
 
             // Initialize the storage with the required values.
-            if (initTrue) {
+            if (init) {
                 bucketVector = std::vector<uint64_t>(bucketCount, -1ll);
                 truncateLastBucket();
             } else {
@@ -68,21 +82,6 @@ namespace storm {
             // Intentionally left empty.
         }
         
-        BitVector::BitVector(BitVector const& other, BitVector const& filter) : bitCount(filter.getNumberOfSetBits()) {
-            uint_fast64_t bucketCount = bitCount >> 6;
-            if ((bitCount & mod64mask) != 0) {
-                ++bucketCount;
-            }
-            bucketVector = std::vector<uint64_t>(bucketCount);
-            
-            // Now copy over all bits given by the filter.
-            uint_fast64_t nextPosition = 0;
-            for (auto position : filter) {
-                set(nextPosition, other.get(position));
-                nextPosition++;
-            }
-        }
-        
         BitVector::BitVector(BitVector&& other) : bitCount(other.bitCount), bucketVector(std::move(other.bucketVector)) {
             // Intentionally left empty.
         }
@@ -92,7 +91,6 @@ namespace storm {
             if (this != &other) {
                 bitCount = other.bitCount;
                 bucketVector = std::vector<uint64_t>(other.bucketVector);
-                updateSizeChange();
             }
             return *this;
         }
@@ -102,7 +100,6 @@ namespace storm {
             if (this != &other) {
                 bitCount = other.bitCount;
                 bucketVector = std::move(other.bucketVector);
-                updateSizeChange();
             }
             
             return *this;
@@ -153,7 +150,7 @@ namespace storm {
             return (*this)[index];
         }
         
-        void BitVector::resize(uint_fast64_t newLength, bool initTrue) {
+        void BitVector::resize(uint_fast64_t newLength, bool init) {
             if (newLength > bitCount) {
                 uint_fast64_t newBucketCount = newLength >> 6;
                 if ((newLength & mod64mask) != 0) {
@@ -161,8 +158,8 @@ namespace storm {
                 }
                 
                 if (newBucketCount > bucketVector.size()) {
-                    if (initTrue) {
-                        bucketVector.back() |= (1ll << (bitCount * 64 - bitCount * 63 - bitCount & mod64mask)) - 1ll;
+                    if (init) {
+                        bucketVector.back() |= ~((1ll << (bitCount & mod64mask)) - 1ll);
                         bucketVector.resize(newBucketCount, -1ll);
                     } else {
                         bucketVector.resize(newBucketCount, 0);
@@ -170,14 +167,12 @@ namespace storm {
                     bitCount = newLength;
                 } else {
                     // If the underlying storage does not need to grow, we have to insert the missing bits.
-                    if (initTrue) {
-                        bucketVector.back() |= (1ll << (bitCount * 64 - bitCount * 63 - bitCount & mod64mask)) - 1ll;
-                        bitCount = newLength;
-                    } else {
-                        bitCount = newLength;
+                    if (init) {
+                        bucketVector.back() |= ~((1ll << (bitCount & mod64mask)) - 1ll);
                     }
+                    bitCount = newLength;
                 }
-                updateSizeChange();
+                truncateLastBucket();
             } else {
                 bitCount = newLength;
                 bitCount = newLength;
@@ -187,7 +182,7 @@ namespace storm {
                 }
 
                 bucketVector.resize(newBucketCount);
-                updateSizeChange();
+                truncateLastBucket();
             }
         }
         
@@ -252,6 +247,36 @@ namespace storm {
             return result;
         }
         
+        BitVector BitVector::operator%(BitVector const& filter) const {
+            if (bitCount != filter.bitCount) {
+                throw storm::exceptions::InvalidArgumentException() << "Invalid call to BitVector::operator%: length mismatch of operands.";
+            }
+            
+            BitVector result(filter.getNumberOfSetBits());
+            
+            // If the current bit vector has not too many elements compared to the given bit vector we prefer iterating
+            // over its elements.
+            if (filter.getNumberOfSetBits() / 10 < this->getNumberOfSetBits()) {
+                uint_fast64_t position = 0;
+                for (auto bit : filter) {
+                    if ((*this)[bit]) {
+                        result.set(position);
+                    }
+                    ++position;
+                }
+            } else {
+                // If the given bit vector had much less elements, we iterate over its elements and accept calling the more
+                // costly operation getNumberOfSetBitsBeforeIndex on the current bit vector.
+                for (auto bit : (*this)) {
+                    if (filter[bit]) {
+                        result.set(filter.getNumberOfSetBitsBeforeIndex(bit));
+                    }
+                }
+            }
+            
+            return result;
+        }
+        
         BitVector BitVector::operator~() const {
             BitVector result(this->bitCount);
             std::vector<uint64_t>::iterator it = result.bucketVector.begin();
@@ -309,43 +334,27 @@ namespace storm {
             return true;
         }
         
-        BitVector BitVector::operator%(BitVector const& other) const {
-            if (bitCount != other.bitCount) {
-                throw storm::exceptions::InvalidArgumentException() << "Invalid call to BitVector::operator%: length mismatch of operands.";
-            }
-            
-            // Create resulting bit vector.
-            BitVector result(this->getNumberOfSetBits());
-            
-            // If the current bit vector has not too many elements compared to the given bit vector we prefer iterating
-            // over its elements.
-            if (this->getNumberOfSetBits() / 10 < other.getNumberOfSetBits()) {
-                uint_fast64_t position = 0;
-                for (auto bit : *this) {
-                    if (other[bit]) {
-                        result.set(position);
-                    }
-                    ++position;
-                }
-            } else {
-                // If the given bit vector had much less elements, we iterate over its elements and accept calling the more
-                // costly operation getNumberOfSetBitsBeforeIndex on the current bit vector.
-                for (auto bit : other) {
-                    if ((*this)[bit]) {
-                        result.set(this->getNumberOfSetBitsBeforeIndex(bit));
+        bool BitVector::empty() const {
+            for (auto& element : bucketVector) {
+                if (element != 0) {
+                    return false;
                 }
             }
+            return true;
         }
         
-            return result;
+        bool BitVector::full() const {
+            // Check that all buckets except the last one have all bits set.
+            for (uint_fast64_t index = 0; index < bucketVector.size() - 1; ++index) {
+                if (bucketVector[index] != -1ll) {
+                    return false;
+                }
             }
             
-        bool BitVector::empty() const {
-            for (auto& element : bucketVector) {
-                if (element != 0) {
+            // Now check whether the relevant bits are set in the last bucket.
+            if ((bucketVector.back() & ((1ll << (bitCount & mod64mask)) - 1ll)) != ((1ll << (bitCount & mod64mask)) - 1ll)) {
                 return false;
             }
-            }
             return true;
         }
         
@@ -412,11 +421,11 @@ namespace storm {
         }
         
         BitVector::const_iterator BitVector::begin() const {
-            return const_iterator(*this, 0, bitCount);
+            return const_iterator(bucketVector.data(), 0, bitCount);
         }
         
         BitVector::const_iterator BitVector::end() const {
-            return const_iterator(*this, bitCount, bitCount, false);
+            return const_iterator(bucketVector.data(), bitCount, bitCount, false);
         }
         
         std::size_t BitVector::hash() const {
@@ -433,13 +442,13 @@ namespace storm {
         }
         
         uint_fast64_t BitVector::getNextSetIndex(uint_fast64_t startingIndex) const {
-            return getNextSetIndex(startingIndex, bitCount);
+            return getNextSetIndex(bucketVector.data(), startingIndex, bitCount);
         }
         
-        uint_fast64_t BitVector::getNextSetIndex(uint_fast64_t startingIndex, uint_fast64_t endIndex) const {
+        uint_fast64_t BitVector::getNextSetIndex(uint64_t const* dataPtr, uint_fast64_t startingIndex, uint_fast64_t endIndex) {
             uint_fast8_t currentBitInByte = startingIndex & mod64mask;
             startingIndex >>= 6;
-            std::vector<uint64_t>::const_iterator bucketIt = bucketVector.begin() + startingIndex;
+            uint64_t const* bucketIt = dataPtr + startingIndex;
             
             while ((startingIndex << 6) < endIndex) {
                 // Compute the remaining bucket content by a right shift
@@ -474,10 +483,6 @@ namespace storm {
             }
         }
                 
-        void BitVector::updateSizeChange() {
-            truncateLastBucket();
-        }
-        
         std::ostream& operator<<(std::ostream& out, BitVector const& bitVector) {
             out << "bit vector(" << bitVector.getNumberOfSetBits() << "/" << bitVector.bitCount << ") [";
             for (auto index : bitVector) {

src/storage/BitVector.h

@@ -16,8 +16,8 @@ namespace storm {
         class BitVector {
         public:
             /*!
-             * A class that enables iterating over the indices of the bit vector whose corresponding bits are set to true.
-             * Note that this is a const iterator, which cannot alter the bit vector.
+             * A class that enables iterating over the indices of the bit vector whose corresponding bits are set to
+             * true. Note that this is a const iterator, which cannot alter the bit vector.
              */
             class const_iterator : public std::iterator<std::input_iterator_tag, uint_fast64_t> {
                 // Declare the BitVector class as a friend class to access its internal storage.
@@ -25,20 +25,34 @@ namespace storm {
                 
             public:
                 /*!
-                 * Constructs an iterator over the indices of the set bits in the given bit vector, starting and stopping,
-                 * respectively, at the given indices.
+                 * Constructs an iterator over the indices of the set bits in the given bit vector, starting and
+                 * stopping, respectively, at the given indices.
                  *
-                 * @param bitVector The bit vector over whose bits to iterate.
+                 * @param dataPtr A pointer to the first bucket of the underlying bit vector.
                  * @param startIndex The index where to begin looking for set bits.
-                 * @param setOnFirstBit A flag that indicates whether the iterator is to be moved to the index of the first
-                 * bit upon construction.
+                 * @param setOnFirstBit A flag that indicates whether the iterator is to be moved to the index of the
+                 * first bit upon construction.
                  * @param endIndex The index at which to abort the iteration process.
                  */
-                const_iterator(BitVector const& bitVector, uint_fast64_t startIndex, uint_fast64_t endIndex, bool setOnFirstBit = true);
+                const_iterator(uint64_t const* dataPtr, uint_fast64_t startIndex, uint_fast64_t endIndex, bool setOnFirstBit = true);
                 
                 /*!
-                 * Increases the position of the iterator to the position of the next bit that is set to true in the underlying
-                 * bit vector.
+                 * Constructs an iterator by copying the given iterator.
+                 *
+                 * @param other The iterator to copy.
+                 */
+                const_iterator(const_iterator const& other);
+                
+                /*!
+                 * Assigns the contents of the given iterator to the current one via copying the former's contents.
+                 *
+                 * @param other The iterator from which to copy-assign.
+                 */
+                const_iterator& operator=(const_iterator const& other);
+                
+                /*!
+                 * Increases the position of the iterator to the position of the next bit that is set to true in the
+                 * underlying bit vector.
                  *
                  * @return A reference to this iterator.
                  */
@@ -54,22 +68,22 @@ namespace storm {
                 /*!
                  * Compares the iterator with another iterator for inequality.
                  *
-                 * @param otherIterator The iterator with respect to which inequality is checked.
+                 * @param other The iterator with respect to which inequality is checked.
                  * @return True if the two iterators are unequal.
                  */
-                bool operator!=(const_iterator const& otherIterator) const;
+                bool operator!=(const_iterator const& other) const;
                 
                 /*!
                  * Compares the iterator with another iterator for equality.
                  *
-                 * @param otherIterator The iterator with respect to which equality is checked.
+                 * @param other The iterator with respect to which equality is checked.
                  * @return True if the two iterators are equal.
                  */
-                bool operator==(const_iterator const& otherIterator) const;
+                bool operator==(const_iterator const& other) const;
                 
             private:
                 // The underlying bit vector of this iterator.
-                BitVector const& bitVector;
+                uint64_t const* dataPtr;
                 
                 // The index of the bit this iterator currently points to.
                 uint_fast64_t currentIndex;
@@ -84,155 +98,170 @@ namespace storm {
             BitVector();
             
             /*!
-             * Constructs a bit vector which can hold the given number of bits and
-             * initializes all bits to the provided truth value.
+             * Constructs a bit vector which can hold the given number of bits and initializes all bits with the
+             * provided truth value.
+             *
              * @param length The number of bits the bit vector should be able to hold.
-             * @param initTrue The initial value of the first |length| bits.
+             * @param init The initial value of the first |length| bits.
              */
-            BitVector(uint_fast64_t length, bool initTrue = false);
+            BitVector(uint_fast64_t length, bool init = false);
             
             /*!
-             * Creates a bit vector that has exactly the bits set that are given by the provided iterator range.
+             * Creates a bit vector that has exactly the bits set that are given by the provided input iterator range
+             * [first, last).
              *
              * @param The length of the bit vector.
-             * @param begin The begin of the iterator range.
-             * @param end The end of the iterator range.
+             * @param first The begin of the iterator range.
+             * @param last The end of the iterator range.
              */
             template<typename InputIterator>
-            BitVector(uint_fast64_t length, InputIterator begin, InputIterator end);
+            BitVector(uint_fast64_t length, InputIterator first, InputIterator last);
             
             /*!
-             * Copy Constructor. Performs a deep copy of the given bit vector.
-             * @param bv A reference to the bit vector to be copied.
+             * Performs a deep copy of the given bit vector.
+             *
+             * @param other A reference to the bit vector to be copied.
              */
             BitVector(BitVector const& other);
                         
             /*!
-             * Copy Constructor. Performs a deep copy of the bits in the given bit vector that are given by the filter.
-             * @param bv A reference to the bit vector to be copied.
-             * @param filter The filter to apply for copying.
-             */
-            BitVector(BitVector const& other, BitVector const& filter);
-            
-            /*!
-             * Move constructor. Move constructs the bit vector from the given bit vector.
+             * Move constructs the bit vector from the given bit vector.
              *
+             * @param other The bit vector from which to move-construct.
              */
-            BitVector(BitVector&& bv);
+            BitVector(BitVector&& other);
             
             /*!
              * Compares the given bit vector with the current one.
+             *
+             * @param other The bitvector with which to compare the current one.
              */
-            bool operator==(BitVector const& bv);
+            bool operator==(BitVector const& other);
             
             /*!
-             * Assigns the given bit vector to the current bit vector by a deep copy.
-             * @param bv The bit vector to assign to the current bit vector.
-             * @return A reference to this bit vector after it has been assigned the
-             * given bit vector by means of a deep copy.
+             * Assigns the contents of the given bit vector to the current bit vector via a deep copy.
+             *
+             * @param other The bit vector to assign to the current bit vector.
+             * @return A reference to this bit vector after it has been assigned the given bit vector by means of a
+             * deep copy.
              */
-            BitVector& operator=(BitVector const& bv);
+            BitVector& operator=(BitVector const& other);
             
             /*!
              * Move assigns the given bit vector to the current bit vector.
              *
-             * @param bv The bit vector whose content is moved to the current bit vector.
-             * @return A reference to this bit vector after the contents of the given bit vector
-             * have been moved into it.
+             * @param other The bit vector whose content is moved to the current bit vector.
+             * @return A reference to this bit vector after the contents of the given bit vector have been moved
+             * into it.
              */
-            BitVector& operator=(BitVector&& bv);
+            BitVector& operator=(BitVector&& other);
                         
             /*!
              * Sets the given truth value at the given index.
+             *
              * @param index The index where to set the truth value.
              * @param value The truth value to set.
              */
             void set(const uint_fast64_t index, bool value = true);
             
             /*!
-             * Sets all bits in the given iterator range.
+             * Sets all bits in the given iterator range [first, last).
              *
-             * @param begin The begin of the iterator range.
-             * @param end The element past the last element of the iterator range.
+             * @param first The begin of the iterator range.
+             * @param last The element past the last element of the iterator range.
              */
             template<typename InputIterator>
-            void set(InputIterator begin, InputIterator end);
+            void set(InputIterator first, InputIterator last);
             
             /*!
-             * Retrieves the truth value of the bit at the given index. Note: this does not check whether the 
-             * given index is within bounds.
+             * Retrieves the truth value of the bit at the given index. Note: this does not check whether the given
+             * index is within bounds.
              *
              * @param index The index of the bit to access.
-             * @return True if the bit at the given index is set.
+             * @return True iff the bit at the given index is set.
              */
             bool operator[](uint_fast64_t index) const;
             
             /*!
-             * Retrieves the truth value of the bit at the given index and performs a bound check.
+             * Retrieves the truth value of the bit at the given index and performs a bound check. If the access is
+             * out-of-bounds an OutOfBoundsException is thrown.
              *
              * @param index The index of the bit to access.
-             * @return True if the bit at the given index is set.
+             * @return True iff the bit at the given index is set.
              */
             bool get(const uint_fast64_t index) const;
             
             /*!
-             * Resizes the bit vector to hold the given new number of bits. If the bit vector becomes smaller this way, the 
-             * bits are truncated. Otherwise, the new bits are initialized to the given value.
+             * Resizes the bit vector to hold the given new number of bits. If the bit vector becomes smaller this way,
+             * the bits are truncated. Otherwise, the new bits are initialized to the given value.
              *
              * @param newLength The new number of bits the bit vector can hold.
-             * @param initTrue Sets whether newly created bits are initialized to true instead of false.
+             * @param init The truth value to which to initialize newly created bits.
              */
-            void resize(uint_fast64_t newLength, bool initTrue = false);
+            void resize(uint_fast64_t newLength, bool init = false);
             
             /*!
-             * Performs a logical "and" with the given bit vector. In case the sizes of the bit vectors
-             * do not match, only the matching portion is considered and the overlapping bits
-             * are set to 0.
-             * @param bv A reference to the bit vector to use for the operation.
+             * Performs a logical "and" with the given bit vector. In case the sizes of the bit vectors do not match,
+             * only the matching portion is considered and the overlapping bits are set to 0.
+             *
+             * @param other A reference to the bit vector to use for the operation.
              * @return A bit vector corresponding to the logical "and" of the two bit vectors.
              */
-            BitVector operator&(BitVector const& bv) const;
+            BitVector operator&(BitVector const& other) const;
             
             /*!
-             * Performs a logical "and" with the given bit vector and assigns the result to the
-             * current bit vector. In case the sizes of the bit vectors do not match,
-             * only the matching portion is considered and the overlapping bits are set to 0.
-             * @param bv A reference to the bit vector to use for the operation.
+             * Performs a logical "and" with the given bit vector and assigns the result to the current bit vector.
+             * In case the sizes of the bit vectors do not match, only the matching portion is considered and the
+             * overlapping bits are set to 0.
+             *
+             * @param other A reference to the bit vector to use for the operation.
              * @return A reference to the current bit vector corresponding to the logical "and"
              * of the two bit vectors.
              */
-            BitVector& operator&=(BitVector const& bv);
+            BitVector& operator&=(BitVector const& other);
             
             /*!
-             * Performs a logical "or" with the given bit vector. In case the sizes of the bit vectors
-             * do not match, only the matching portion is considered and the overlapping bits
-             * are set to 0.
-             * @param bv A reference to the bit vector to use for the operation.
+             * Performs a logical "or" with the given bit vector. In case the sizes of the bit vectors do not match,
+             * only the matching portion is considered and the overlapping bits are set to 0.
+             *
+             * @param other A reference to the bit vector to use for the operation.
              * @return A bit vector corresponding to the logical "or" of the two bit vectors.
              */
-            BitVector operator|(BitVector const& bv) const;
+            BitVector operator|(BitVector const& other) const;
             
             /*!
-             * Performs a logical "or" with the given bit vector and assigns the result to the
-             * current bit vector. In case the sizes of the bit vectors do not match,
-             * only the matching portion is considered and the overlapping bits are set to 0.
-             * @param bv A reference to the bit vector to use for the operation.
+             * Performs a logical "or" with the given bit vector and assigns the result to the current bit vector.
+             * In case the sizes of the bit vectors do not match, only the matching portion is considered and the
+             * overlapping bits are set to 0.
+             *
+             * @param other A reference to the bit vector to use for the operation.
              * @return A reference to the current bit vector corresponding to the logical "or"
              * of the two bit vectors.
              */
-            BitVector& operator|=(BitVector const& bv);
+            BitVector& operator|=(BitVector const& other);
             
             /*!
-             * Performs a logical "xor" with the given bit vector. In case the sizes of the bit vectors
-             * do not match, only the matching portion is considered and the overlapping bits
-             * are set to 0.
-             * @param bv A reference to the bit vector to use for the operation.
+             * Performs a logical "xor" with the given bit vector. In case the sizes of the bit vectors do not match,
+             * only the matching portion is considered and the overlapping bits are set to 0.
+             *
+             * @param other A reference to the bit vector to use for the operation.
              * @return A bit vector corresponding to the logical "xor" of the two bit vectors.
              */
-            BitVector operator^(BitVector const& bv) const;
+            BitVector operator^(BitVector const& other) const;
+            
+            /*!
+             * Computes a bit vector that is as long as the number of set bits in the given filter that has bit i is set
+             * iff the i-th set bit of the current bit vector is set in the filter.
+             *
+             * @param filter A reference the bit vector to use as the filter.
+             * @return A bit vector that is as long as the number of set bits in the given filter that has bit i is set
+             * iff the i-th set bit of the current bit vector is set in the filter.
+             */
+            BitVector operator%(BitVector const& filter) const;
             
             /*!
              * Performs a logical "not" on the bit vector.
+             *
              * @return A bit vector corresponding to the logical "not" of the bit vector.
              */
             BitVector operator~() const;
@@ -243,63 +272,58 @@ namespace storm {
             void complement();
             
             /*!
-             * Performs a logical "implies" with the given bit vector. In case the sizes of the bit vectors
-             * do not match, only the matching portion is considered and the overlapping bits
-             * are set to 0.
+             * Performs a logical "implies" with the given bit vector. In case the sizes of the bit vectors do not
+             * match, only the matching portion is considered and the overlapping bits are set to 0.
              *
-             * @param bv A reference to the bit vector to use for the operation.
+             * @param other A reference to the bit vector to use for the operation.
              * @return A bit vector corresponding to the logical "implies" of the two bit vectors.
              */
-            BitVector implies(BitVector const& bv) const;
+            BitVector implies(BitVector const& other) const;
             
             /*!
-             * Checks whether all bits that are set in the current bit vector are also set in the given bit
-             * vector.
+             * Checks whether all bits that are set in the current bit vector are also set in the given bit vector.
              *
-             * @param bv A reference to the bit vector whose bits are (possibly) a superset of the bits of
+             * @param other A reference to the bit vector whose bits are (possibly) a superset of the bits of
              * the current bit vector.
              * @return True iff all bits that are set in the current bit vector are also set in the given bit
              * vector.
              */
-            bool isSubsetOf(BitVector const& bv) const;
+            bool isSubsetOf(BitVector const& other) const;
             
             /*!
-             * Checks whether none of the bits that are set in the current bit vector are also set in the
-             * given bit vector.
+             * Checks whether none of the bits that are set in the current bit vector are also set in the given bit
+             * vector.
              *
-             * @param bv A reference to the bit vector whose bits are (possibly) disjoint from the bits in
+             * @param other A reference to the bit vector whose bits are (possibly) disjoint from the bits in
              * the current bit vector.
-             * @returns True iff none of the bits that are set in the current bit vector are also set in the
+             * @return True iff none of the bits that are set in the current bit vector are also set in the
              * given bit vector.
              */
-            bool isDisjointFrom(BitVector const& bv) const;
+            bool isDisjointFrom(BitVector const& other) const;
             
             /*!
-             * Computes a bit vector such that bit i is set iff the i-th set bit of the current bit vector is also contained
-             * in the given bit vector.
+             * Retrieves whether no bits are set to true in this bit vector.
              *
-             * @param bv A reference the bit vector to be used.
-             * @return A bit vector whose i-th bit is set iff the i-th set bit of the current bit vector is also contained
-             * in the given bit vector.
+             * @return False iff there is at least one bit set in this vector.
              */
-            BitVector operator%(BitVector const& bv) const;
+            bool empty() const;
             
             /*!
-             * Retrieves whether there is at least one bit set in the vector.
+             * Retrievs whether all bits are set in this bit vector.
              *
-             * @return True if there is at least one bit set in this vector.
+             * @return True iff all bits in the bit vector are set.
              */
-            bool empty() const;
+            bool full() const;
             
             /*!
-             * Removes all set bits from the bit vector.
+             * Removes all set bits from the bit vector. Calling empty() after this operation will yield true.
              */
             void clear();
                         
             /*!
-             * Returns the number of bits that are set (to one) in this bit vector.
+             * Returns the number of bits that are set to true in this bit vector.
              *
-             * @return The number of bits that are set (to one) in this bit vector.
+             * @return The number of bits that are set to true in this bit vector.
              */
             uint_fast64_t getNumberOfSetBits() const;
             
@@ -336,19 +360,19 @@ namespace storm {
             const_iterator end() const;
             
             /*!
-             * Calculates a hash over all values contained in this Sparse Matrix.
-             * @return size_t A Hash Value
+             * Calculates a hash value for this bit vector.
+             *
+             * @return The hash value of this bit vector.
              */
             std::size_t hash() const;
             
             /*
-             * Retrieves the index of the bit that is the next bit set to true in the bit vector. If there
-             * is none, this function returns the number of bits this vector holds in total.
-             * Put differently, if the return value is equal to a call to size(), then there is 
-             * no bit set after the specified position.
+             * Retrieves the index of the bit that is the next bit set to true in the bit vector. If there is none,
+             * this function returns the number of bits this vector holds in total. Put differently, if the return
+             * value is equal to a call to size(), then there is no bit set after the specified position.
              *
              * @param startingIndex The index at which to start the search for the next bit that is set. The
-             * bit at this index itself is not considered.
+             * bit at this index itself is already considered.
              * @return The index of the next bit that is set after the given index.
              */
             uint_fast64_t getNextSetIndex(uint_fast64_t startingIndex) const;
@@ -356,37 +380,29 @@ namespace storm {
             friend std::ostream& operator<<(std::ostream& out, BitVector const& bitVector);
             
         private:
-            
             /*!
-             * Retrieves the index of the bit that is set after the given starting index,
-             * but before the given end index in the given bit vector.
-             * @param bitVector The bit vector to search.
+             * Retrieves the index of the next bit that is set to true after (and including) the given starting index.
+             *
+             * @param dataPtr A pointer to the first bucket of the data storage.
              * @param startingIndex The index where to start the search.
-             * @param endIndex The end index at which to stop the search.
-             * @return The index of the bit that is set after the given starting index,
-             * but before the given end index in the given bit vector or endIndex in case
-             * the end index was reached.
+             * @param endIndex The index at which to stop the search.
+             * @return The index of the bit that is set after the given starting index, but before the given end index
+             * in the given bit vector or endIndex in case the end index was reached.
              */
-            uint_fast64_t getNextSetIndex(uint_fast64_t startingIndex, uint_fast64_t endIndex) const;
+            static uint_fast64_t getNextSetIndex(uint64_t const* dataPtr, uint_fast64_t startingIndex, uint_fast64_t endIndex);
             
             /*!
-             * Truncate the last bucket so that no bits are set in the range starting from (bitCount + 1).
+             * Truncate the last bucket so that no bits are set starting from bitCount.
              */
             void truncateLastBucket();
                         
-            /*!
-             * Updates internal structures in case the size of the bit vector changed. Needs to be called
-             * after the size of the bit vector changed.
-             */
-            void updateSizeChange();
-            
-            /*! The number of bits that have to be stored */
+            // The number of bits that this bit vector can hold.
             uint_fast64_t bitCount;
             
-            /*! Array of 64-bit buckets to store the bits. */
+            // The underlying storage of 64-bit buckets for all bits of this bit vector.
             std::vector<uint64_t> bucketVector;
             
-            /*! A bit mask that can be used to reduce a modulo operation to a logical "and".  */
+            // A bit mask that can be used to reduce a modulo 64 operation to a logical "and".
             static const uint_fast64_t mod64mask = (1 << 6) - 1;
         };
         

test/functional/storage/BitVectorTest.cpp

@@ -1,114 +1,412 @@
 #include "gtest/gtest.h"
 #include "src/storage/BitVector.h"
 #include "src/exceptions/InvalidArgumentException.h"
+#include "src/exceptions/OutOfRangeException.h"
 
-TEST(BitVectorTest, GetSetTest) {
-	storm::storage::BitVector *bv = NULL;
-	ASSERT_NO_THROW(bv = new storm::storage::BitVector(32));
+TEST(BitVectorTest, InitToZeroTest) {
+	storm::storage::BitVector vector(32);
     
-	for (int i = 0; i < 32; ++i) {
-		bv->set(i, i % 2 == 0);
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_FALSE(vector.get(i));
 	}
     
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_EQ(bv->get(i), i % 2 == 0);
+    ASSERT_TRUE(vector.empty());
+    ASSERT_FALSE(vector.full());
+}
+
+TEST(BitVectorTest, InitToOneTest) {
+	storm::storage::BitVector vector(32, true);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_TRUE(vector.get(i));
 	}
-	delete bv;
+    ASSERT_FALSE(vector.empty());
+    ASSERT_TRUE(vector.full());
 }
 
-TEST(BitVectorTest, InitialZeroTest) {
-	storm::storage::BitVector bvA(32);
+TEST(BitVectorTest, InitFromIteratorTest) {
+    std::vector<uint_fast64_t> valueVector = {0, 4, 10};
+	storm::storage::BitVector vector(32, valueVector.begin(), valueVector.end());
     
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_FALSE(bvA.get(i));
+    ASSERT_EQ(vector.size(), 32);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+        if (i == 0 || i == 4 || i == 10) {
+            ASSERT_TRUE(vector.get(i));
+        } else {
+            ASSERT_FALSE(vector.get(i));
+        }
 	}
 }
 
-TEST(BitVectorTest, ResizeTest) {
-	storm::storage::BitVector bvA(32);
+TEST(BitVectorTest, GetSetTest) {
+	storm::storage::BitVector vector(32);
 
-	for (int i = 0; i < 32; ++i) {
-		bvA.set(i, true);
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector.set(i, i % 2 == 0);
 	}
 
-	bvA.resize(70);
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_EQ(vector.get(i), i % 2 == 0);
+	}
+}
 
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_TRUE(bvA.get(i));
+TEST(BitVectorTest, GetSetExceptionTest) {
+	storm::storage::BitVector vector(32);
+    
+    ASSERT_THROW(vector.get(32), storm::exceptions::OutOfRangeException);
+    ASSERT_THROW(vector.set(32), storm::exceptions::OutOfRangeException);
+}
+
+TEST(BitVectorTest, ResizeTest) {
+	storm::storage::BitVector vector(32);
+	
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector.set(i);
 	}
 
+	vector.resize(70);
+    
+    ASSERT_EQ(vector.size(), 70);
+    ASSERT_EQ(vector.getNumberOfSetBits(), 32);
+
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_TRUE(vector.get(i));
+	}
 	bool result;
-	for (int i = 32; i < 70; ++i) {
+	for (uint_fast64_t i = 32; i < 70; ++i) {
 		result = true;
-		ASSERT_NO_THROW(result = bvA.get(i));
+		ASSERT_NO_THROW(result = vector.get(i));
 		ASSERT_FALSE(result);
 	}
-}
     
-TEST(BitVectorTest, OperatorNotTest) {
-	storm::storage::BitVector bvA(32);
-	storm::storage::BitVector bvB(32);
+    vector.resize(72, true);
     
-	for (int i = 0; i < 32; ++i) {
-		bvA.set(i, i % 2 == 0);
-		bvB.set(i, i % 2 == 1);
+    ASSERT_EQ(vector.size(), 72);
+    ASSERT_EQ(vector.getNumberOfSetBits(), 34);
+    
+    for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_TRUE(vector.get(i));
+	}
+	for (uint_fast64_t i = 32; i < 70; ++i) {
+		result = true;
+		ASSERT_NO_THROW(result = vector.get(i));
+		ASSERT_FALSE(result);
+	}
+    for (uint_fast64_t i = 70; i < 72; ++i) {
+        ASSERT_TRUE(vector.get(i));
     }
 
-	storm::storage::BitVector bvN = ~bvB;
+    vector.resize(16, 0);
+    ASSERT_EQ(vector.size(), 16);
+    ASSERT_EQ(vector.getNumberOfSetBits(), 16);
     
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_EQ(bvA.get(i), bvN.get(i));
+    for (uint_fast64_t i = 0; i < 16; ++i) {
+		ASSERT_TRUE(vector.get(i));
 	}
+    
+    vector.resize(65, 1);
+    ASSERT_EQ(vector.size(), 65);
+    ASSERT_TRUE(vector.full());
 }
 
 TEST(BitVectorTest, OperatorAndTest) {
-	storm::storage::BitVector bvA(32);
-	storm::storage::BitVector bvB(32);
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
     
 	for (int i = 0; i < 32; ++i) {
-		bvA.set(i, i % 2 == 0);
-		bvB.set(i, i % 2 == 1);
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
+	}
+    vector1.set(31);
+    vector2.set(31);
+    
+	storm::storage::BitVector andResult = vector1 & vector2;
+    
+	for (uint_fast64_t i = 0; i < 31; ++i) {
+		ASSERT_FALSE(andResult.get(i));
 	}
+    ASSERT_TRUE(andResult.get(31));
+}
 
-	storm::storage::BitVector bvN = bvA & bvB;
+TEST(BitVectorTest, OperatorAndEqualTest) {
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
     
 	for (int i = 0; i < 32; ++i) {
-		ASSERT_FALSE(bvN.get(i));
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
 	}
+    vector1.set(31);
+    vector2.set(31);
+    
+	vector1 &= vector2;
+    
+	for (uint_fast64_t i = 0; i < 31; ++i) {
+		ASSERT_FALSE(vector1.get(i));
+	}
+    ASSERT_TRUE(vector1.get(31));
 }
 
+
 TEST(BitVectorTest, OperatorOrTest) {
-	storm::storage::BitVector bvA(32);
-	storm::storage::BitVector bvB(32);
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
     
-	for (int i = 0; i < 32; ++i) {
-		bvA.set(i, i % 2 == 0);
-		bvB.set(i, i % 2 == 1);
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
 	}
+    vector1.set(31, false);
+    vector2.set(31, false);
     
-	storm::storage::BitVector bvN = bvA | bvB;
+	storm::storage::BitVector orResult = vector1 | vector2;
     
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_TRUE(bvN.get(i));
+	for (uint_fast64_t i = 0; i < 31; ++i) {
+		ASSERT_TRUE(orResult.get(i));
+	}
+    ASSERT_FALSE(orResult.get(31));
+}
+
+TEST(BitVectorTest, OperatorOrEqualTest) {
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
+	}
+    vector1.set(31, false);
+    vector2.set(31, false);
+    
+    vector1 |= vector2;
+    
+	for (uint_fast64_t i = 0; i < 31; ++i) {
+		ASSERT_TRUE(vector1.get(i));
 	}
+    ASSERT_FALSE(vector1.get(31));
 }
 
 TEST(BitVectorTest, OperatorXorTest) {
-	storm::storage::BitVector bvA(32);
-	storm::storage::BitVector bvB(32);
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
     
-	for (int i = 0; i < 32; ++i) {
-		bvA.set(i, true);
-		bvB.set(i, i % 2 == 1);
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i);
+		vector2.set(i, i % 2 == 1);
 	}
     
-	storm::storage::BitVector bvN = bvA ^ bvB;
-	storm::storage::BitVector bvO = ~bvB;
-	storm::storage::BitVector bvP = bvA ^ bvA;
+	storm::storage::BitVector vector3 = vector1 ^ vector2;
+	storm::storage::BitVector vector4 = ~vector2;
+	storm::storage::BitVector vector5 = vector1 ^ vector1;
     
-	for (int i = 0; i < 32; ++i) {
-		ASSERT_EQ(bvN.get(i), bvO.get(i));
-		// A XOR A = 0
-		ASSERT_FALSE(bvP.get(i));
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_EQ(vector3.get(i), vector4.get(i));
+		ASSERT_FALSE(vector5.get(i));
+	}
+}
+
+TEST(BitVectorTest, OperatorModuloTest) {
+    storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
+    
+	for (uint_fast64_t i = 0; i < 15; ++i) {
+		vector2.set(i, i % 2 == 0);
+    }
+    
+    vector1.set(2);
+    vector1.set(5);
+    vector1.set(6);
+    
+    storm::storage::BitVector moduloResult = vector1 % vector2;
+    
+    ASSERT_EQ(moduloResult.size(), 8);
+    ASSERT_EQ(moduloResult.getNumberOfSetBits(), 2);
+    
+    for (uint_fast64_t i = 0; i < 8; ++i) {
+        if (i == 1 || i == 3) {
+            ASSERT_TRUE(moduloResult.get(i));
+        } else {
+            ASSERT_FALSE(moduloResult.get(i));
+        }
+    }
+    
+    storm::storage::BitVector vector3(31);
+    
+    for (uint_fast64_t i = 0; i < 15; ++i) {
+		vector3.set(i, i % 2 == 0);
+    }
+    
+    ASSERT_THROW(vector1 % vector3, storm::exceptions::InvalidArgumentException);
+}
+
+TEST(BitVectorTest, OperatorNotTest) {
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
+
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
+	}
+
+	storm::storage::BitVector notResult = ~vector2;
+
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_EQ(vector1.get(i), notResult.get(i));
+	}
+}
+
+TEST(BitVectorTest, ComplementTest) {
+	storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+		vector2.set(i, i % 2 == 1);
+	}
+    
+    vector2.complement();
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		ASSERT_EQ(vector1.get(i), vector2.get(i));
+	}
+}
+
+TEST(BitVectorTest, ImpliesTest) {
+    storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32, true);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+	}
+    vector2.set(31, false);
+    vector2.set(30, false);
+    
+    storm::storage::BitVector impliesResult = vector1.implies(vector2);
+    
+    for (uint_fast64_t i = 0; i < 30; ++i) {
+        ASSERT_TRUE(impliesResult.get(i));
+    }
+    ASSERT_FALSE(impliesResult.get(30));
+    ASSERT_TRUE(impliesResult.get(31));
+}
+
+TEST(BitVectorTest, SubsetTest) {
+    storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32, true);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+	}
+
+    ASSERT_TRUE(vector1.isSubsetOf(vector2));
+                
+    vector2.set(16, false);
+    
+    ASSERT_FALSE(vector1.isSubsetOf(vector2));
+}
+
+TEST(BitVectorTest, DisjointTest) {
+    storm::storage::BitVector vector1(32);
+	storm::storage::BitVector vector2(32);
+    
+	for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector1.set(i, i % 2 == 0);
+        vector2.set(i, i % 2 == 1);
+	}
+    
+    ASSERT_TRUE(vector1.isDisjointFrom(vector2));
+    
+    vector2.set(16, true);
+    
+    ASSERT_FALSE(vector1.isDisjointFrom(vector2));
+}
+
+TEST(BitVectorTest, EmptyTest) {
+    storm::storage::BitVector vector(32);
+    
+    ASSERT_TRUE(vector.empty());
+    
+    vector.set(17, true);
+    
+    ASSERT_FALSE(vector.empty());
+    
+    vector.set(17, false);
+    vector.set(18, false);
+    
+    ASSERT_TRUE(vector.empty());
+}
+
+TEST(BitVectorTest, FullTest) {
+    storm::storage::BitVector vector(32, true);
+    
+    ASSERT_TRUE(vector.full());
+    
+    vector.set(17, false);
+    
+    ASSERT_FALSE(vector.full());
+    
+    vector.set(17, true);
+    vector.set(18, true);
+    
+    ASSERT_TRUE(vector.full());
+}
+
+TEST(BitVectorTest, NumberOfSetBitsTest) {
+    storm::storage::BitVector vector(32);
+    
+    for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector.set(i, i % 2 == 0);
+	}
+
+    ASSERT_EQ(vector.getNumberOfSetBits(), 16);
+}
+
+TEST(BitVectorTest, NumberOfSetBitsBeforeIndexTest) {
+    storm::storage::BitVector vector(32);
+    
+    for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector.set(i, i % 2 == 0);
+	}
+    
+    ASSERT_EQ(vector.getNumberOfSetBitsBeforeIndex(14), 7);
+}
+
+TEST(BitVectorTest, BeginEndTest) {
+    storm::storage::BitVector vector(32);
+    
+    ASSERT_TRUE(vector.begin() == vector.end());
+    
+    vector.set(17);
+    
+    ASSERT_FALSE(vector.begin() == vector.end());
+    
+    vector.set(17, false);
+
+    ASSERT_TRUE(vector.begin() == vector.end());
+}
+
+TEST(BitVectorTest, NextSetIndexTest) {
+    storm::storage::BitVector vector(32);
+    
+    vector.set(14);
+    vector.set(17);
+    
+    ASSERT_EQ(vector.getNextSetIndex(14), 14);
+    ASSERT_EQ(vector.getNextSetIndex(15), 17);
+    ASSERT_EQ(vector.getNextSetIndex(16), 17);
+    ASSERT_EQ(vector.getNextSetIndex(17), 17);
+    ASSERT_EQ(vector.getNextSetIndex(18), vector.size());
+}
+
+TEST(BitVectorTest, IteratorTest) {
+    storm::storage::BitVector vector(32);
+    
+    for (uint_fast64_t i = 0; i < 32; ++i) {
+		vector.set(i, i % 2 == 0);
+	}
+    
+    for (auto bit : vector) {
+        ASSERT_TRUE(bit % 2 == 0);
     }
 }