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<?php |
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namespace Nubs\Vectorix; |
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use Exception; |
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/** |
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* This class represents an immutable Euclidean vector and its associated |
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* operations. |
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* |
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* Instances of this class will not change state. Any operations on the vector |
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* will return a new vector with the new state. |
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*/ |
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class Vector |
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{ |
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/** @type array<int|float> The components of the vector. */ |
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protected $_components; |
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/** |
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* Initialize the vector with its components. |
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* |
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* @api |
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* @param array<int|float> $components The components of the vector. |
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*/ |
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public function __construct(array $components) |
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{ |
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$this->_components = $components; |
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} |
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/** |
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* Creates a null/zero-length vector of the given dimension. |
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* |
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* @api |
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* @param int $dimension The dimension of the vector to create. Must be at least 0. |
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* @return self The zero-length vector for the given dimension. |
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* @throws Exception if the dimension is less than zero. |
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*/ |
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public static function nullVector($dimension) |
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{ |
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if ($dimension < 0) { |
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throw new Exception('Dimension must be zero or greater'); |
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} |
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if ($dimension === 0) { |
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return new static([]); |
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} |
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return new static(array_fill(0, $dimension, 0)); |
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} |
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/** |
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* Get the components of the vector. |
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* |
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* @api |
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* @return array<int|float> The components of the vector. |
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*/ |
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public function components() |
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{ |
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return $this->_components; |
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} |
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/** |
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* Get the dimension/cardinality of the vector. |
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* |
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* @api |
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* @return int The dimension/cardinality of the vector. |
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*/ |
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public function dimension() |
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{ |
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return count($this->components()); |
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} |
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/** |
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* Returns the length of the vector. |
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* |
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* @api |
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* @return float The length/magnitude of the vector. |
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*/ |
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public function length() |
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{ |
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$sumOfSquares = 0; |
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foreach ($this->components() as $component) { |
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$sumOfSquares += pow($component, 2); |
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} |
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return sqrt($sumOfSquares); |
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} |
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/** |
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* Check whether the given vector is the same as this vector. |
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* |
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* @api |
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* @param self $b The vector to check for equality. |
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* @return bool True if the vectors are equal and false otherwise. |
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*/ |
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public function isEqual(self $b) |
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{ |
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return $this->components() === $b->components(); |
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} |
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/** |
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* Checks whether the two vectors are of the same dimension. |
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* |
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* @api |
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* @param self $b The vector to check against. |
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* @return bool True if the vectors are of the same dimension, false otherwise. |
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*/ |
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public function isSameDimension(self $b) |
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{ |
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return $this->dimension() === $b->dimension(); |
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} |
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/** |
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* Checks whether the two vectors are of the same vector space. |
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* |
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* @api |
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* @param self $b The vector to check against. |
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* @return bool True if the vectors are the same vector space, false otherwise. |
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*/ |
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public function isSameVectorSpace(self $b) |
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{ |
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return array_keys($this->components()) === array_keys($b->components()); |
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} |
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/** |
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* Adds two vectors together. |
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* |
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* @api |
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* @param self $b The vector to add. |
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* @return self The sum of the two vectors. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function add(self $b) |
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{ |
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$this->_checkVectorSpace($b); |
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$bComponents = $b->components(); |
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$sum = []; |
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foreach ($this->components() as $i => $component) { |
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$sum[$i] = $component + $bComponents[$i]; |
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} |
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return new static($sum); |
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} |
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/** |
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* Subtracts the given vector from this vector. |
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* |
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* @api |
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* @param self $b The vector to subtract from this vector. |
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* @return self The difference of the two vectors. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function subtract(self $b) |
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{ |
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return $this->add($b->multiplyByScalar(-1)); |
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} |
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/** |
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* Computes the dot product, or scalar product, of two vectors. |
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* |
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* @api |
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* @param self $b The vector to multiply with. |
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* @return int|float The dot product of the two vectors. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function dotProduct(self $b) |
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{ |
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$this->_checkVectorSpace($b); |
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$bComponents = $b->components(); |
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$product = 0; |
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foreach ($this->components() as $i => $component) { |
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$product += $component * $bComponents[$i]; |
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} |
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return $product; |
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} |
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/** |
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* Computes the cross product, or vector product, of two vectors. |
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* |
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* @api |
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* @param self $b The vector to multiply with. |
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* @return self The cross product of the two vectors. |
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* @throws Exception if the vectors are not 3-dimensional. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function crossProduct(self $b) |
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{ |
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$this->_checkVectorSpace($b); |
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if ($this->dimension() !== 3) { |
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throw new Exception('Both vectors must be 3-dimensional'); |
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} |
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$tc = $this->components(); |
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$bc = $b->components(); |
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list($k0, $k1, $k2) = array_keys($tc); |
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$product = [ |
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$k0 => $tc[$k1] * $bc[$k2] - $tc[$k2] * $bc[$k1], |
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$k1 => $tc[$k2] * $bc[$k0] - $tc[$k0] * $bc[$k2], |
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$k2 => $tc[$k0] * $bc[$k1] - $tc[$k1] * $bc[$k0], |
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]; |
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return new static($product); |
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} |
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/** |
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* Computes the scalar triple product of three vectors. |
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* |
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* @api |
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* @param self $b The second vector of the triple product. |
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* @param self $c The third vector of the triple product. |
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* @return int|float The scalar triple product of the three vectors. |
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* @throws Exception if the vectors are not 3-dimensional. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function scalarTripleProduct(self $b, self $c) |
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{ |
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return $this->dotProduct($b->crossProduct($c)); |
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} |
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/** |
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* Computes the vector triple product of three vectors. |
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* |
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* @api |
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* @param self $b The second vector of the triple product. |
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* @param self $c The third vector of the triple product. |
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* @return self The vector triple product of the three vectors. |
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* @throws Exception if the vectors are not 3-dimensional. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function vectorTripleProduct(self $b, self $c) |
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{ |
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return $this->crossProduct($b->crossProduct($c)); |
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} |
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/** |
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* Multiplies the vector by the given scalar. |
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* |
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* @api |
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* @param int|float $scalar The real number to multiply by. |
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* @return self The result of the multiplication. |
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*/ |
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public function multiplyByScalar($scalar) |
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{ |
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$result = []; |
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foreach ($this->components() as $i => $component) { |
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$result[$i] = $component * $scalar; |
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} |
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return new static($result); |
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} |
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/** |
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* Divides the vector by the given scalar. |
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* |
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* @api |
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* @param int|float $scalar The real number to divide by. |
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* @return self The result of the division. |
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* @throws Exception if the $scalar is 0. |
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*/ |
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public function divideByScalar($scalar) |
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{ |
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if ($scalar == 0) { |
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throw new Exception('Cannot divide by zero'); |
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} |
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return $this->multiplyByScalar(1.0 / $scalar); |
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} |
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/** |
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* Return the normalized vector. |
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* |
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* The normalized vector (or unit vector) is the vector with the same |
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* direction as this vector, but with a length/magnitude of 1. |
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* |
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* @api |
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* @return self The normalized vector. |
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* @throws Exception if the vector length is zero. |
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*/ |
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public function normalize() |
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{ |
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return $this->divideByScalar($this->length()); |
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} |
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/** |
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* Project the vector onto another vector. |
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* |
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* @api |
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* @param self $b The vector to project this vector onto. |
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* @return self The vector projection of this vector onto $b. |
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* @throws Exception if the vector length of $b is zero. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function projectOnto(self $b) |
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{ |
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$bUnit = $b->normalize(); |
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return $bUnit->multiplyByScalar($this->dotProduct($bUnit)); |
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} |
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/** |
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* Returns the angle between the two vectors. |
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* |
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* @api |
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* @param self $b The vector to compute the angle between. |
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* @return float The angle between the two vectors in radians. |
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* @throws Exception if either of the vectors are zero-length. |
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* @throws Exception if the vectors are not in the same vector space. |
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* @see self::_checkVectorSpace() For exception information. |
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*/ |
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public function angleBetween(self $b) |
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{ |
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$denominator = $this->length() * $b->length(); |
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if ($denominator == 0) { |
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throw new Exception('Cannot divide by zero'); |
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} |
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return acos($this->dotProduct($b) / $denominator); |
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} |
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/** |
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* Checks that the vector spaces of the two vectors are the same. |
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* |
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* The vectors must be of the same dimension and have the same keys in their |
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* components. |
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* |
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* @internal |
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* @param self $b The vector to check against. |
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* @return void |
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* @throws Exception if the vectors are not of the same dimension. |
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* @throws Exception if the vectors' components down have the same keys. |
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*/ |
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protected function _checkVectorSpace(self $b) |
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{ |
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if (!$this->isSameDimension($b)) { |
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throw new Exception('The vectors must be of the same dimension'); |
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} |
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if (!$this->isSameVectorSpace($b)) { |
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throw new Exception('The vectors\' components must have the same keys'); |
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} |
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} |
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} |
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