diff --git a/DIRECTORY.md b/DIRECTORY.md
index 185bae95..83faf590 100644
--- a/DIRECTORY.md
+++ b/DIRECTORY.md
@@ -71,6 +71,10 @@
   * Tries
       * [Tries.Test](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/data_structures/tries/test/tries.test.ts)
     * [Tries](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/data_structures/tries/tries.ts)
+  * Vectors
+    * Test
+      * [Vector2.Test](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/data_structures/vectors/test/vector2.test.ts)
+    * [Vector2](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/data_structures/vectors/vector2.ts)
 
 ## Dynamic Programming
   * [Coin Change](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/dynamic_programming/coin_change.ts)
@@ -156,6 +160,8 @@
 
 ## Search
   * [Binary Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/binary_search.ts)
+  * [Exponential Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/exponential_search.ts)
+  * [Fibonacci Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/fibonacci_search.ts)
   * [Interpolation Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/interpolation_search.ts)
   * [Jump Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/jump_search.ts)
   * [Linear Search](https://github.com/TheAlgorithms/TypeScript/blob/HEAD/search/linear_search.ts)
diff --git a/data_structures/vectors/test/vector2.test.ts b/data_structures/vectors/test/vector2.test.ts
new file mode 100644
index 00000000..fa146c3b
--- /dev/null
+++ b/data_structures/vectors/test/vector2.test.ts
@@ -0,0 +1,150 @@
+import { Vector2 } from '../vector2'
+
+describe('Vector2', () => {
+  describe('#equalsExactly', () => {
+    it('should compare equality correctly', () => {
+      expect(new Vector2(1, 0).equalsExactly(new Vector2(1, 0))).toBe(true)
+
+      expect(new Vector2(1.23, 4.56).equalsExactly(new Vector2(0, 0))).toBe(
+        false
+      )
+    })
+  })
+
+  describe('#equalsApproximately', () => {
+    it('should compare equality (approximately) correctly', () => {
+      expect(
+        new Vector2(1, 0).equalsApproximately(
+          new Vector2(1, 0.0000001),
+          0.000001
+        )
+      ).toBe(true)
+
+      expect(
+        new Vector2(1.23, 4.56).equalsApproximately(
+          new Vector2(1.24, 4.56),
+          0.000001
+        )
+      ).toBe(false)
+    })
+  })
+
+  describe('#add', () => {
+    it('should add two vectors correctly', () => {
+      expect(
+        new Vector2(1, 0)
+          .add(new Vector2(0, 1))
+          .equalsApproximately(new Vector2(1, 1), 0.000001)
+      ).toBe(true)
+
+      expect(
+        new Vector2(-3.3, -9)
+          .add(new Vector2(-2.2, 3))
+          .equalsApproximately(new Vector2(-5.5, -6), 0.000001)
+      ).toBe(true)
+    })
+  })
+
+  describe('#subtract', () => {
+    it('should subtract two vectors correctly', () => {
+      expect(
+        new Vector2(1, 0)
+          .subtract(new Vector2(0, 1))
+          .equalsApproximately(new Vector2(1, -1), 0.000001)
+      ).toBe(true)
+
+      expect(
+        new Vector2(234.5, 1.7)
+          .subtract(new Vector2(3.3, 2.7))
+          .equalsApproximately(new Vector2(231.2, -1), 0.000001)
+      ).toBe(true)
+    })
+  })
+
+  describe('#multiply', () => {
+    it('should multiply two vectors correctly', () => {
+      expect(
+        new Vector2(1, 0)
+          .multiply(5)
+          .equalsApproximately(new Vector2(5, 0), 0.000001)
+      ).toBe(true)
+
+      expect(
+        new Vector2(3.41, -7.12)
+          .multiply(-3.1)
+          .equalsApproximately(new Vector2(-10.571, 22.072), 0.000001)
+      ).toBe(true)
+    })
+  })
+
+  describe('#length', () => {
+    it('should calculate its length correctly', () => {
+      expect(new Vector2(1, 0).length()).toBe(1)
+
+      expect(new Vector2(-1, 1).length()).toBe(Math.sqrt(2))
+    })
+  })
+
+  describe('#normalize', () => {
+    it('should normalize vectors correctly', () => {
+      expect(
+        new Vector2(1, 0)
+          .normalize()
+          .equalsApproximately(new Vector2(1, 0), 0.000001)
+      ).toBe(true)
+
+      expect(
+        new Vector2(1, -1)
+          .normalize()
+          .equalsApproximately(
+            new Vector2(Math.sqrt(2) / 2, -Math.sqrt(2) / 2),
+            0.000001
+          )
+      ).toBe(true)
+    })
+  })
+
+  describe('#distance', () => {
+    it('should calculate the distance between two vectors correctly', () => {
+      expect(new Vector2(0, 0).distance(new Vector2(0, -1))).toBe(1)
+
+      expect(new Vector2(1, 0).distance(new Vector2(0, 1))).toBe(Math.sqrt(2))
+    })
+  })
+
+  describe('#dotProduct', () => {
+    it('should calculate the dot product correctly', () => {
+      expect(new Vector2(1, 0).dotProduct(new Vector2(0, 1))).toBe(0)
+
+      expect(new Vector2(1, 2).dotProduct(new Vector2(3, 4))).toBe(11) // 1 * 3 + 2 * 4
+    })
+  })
+
+  describe('#rotate', () => {
+    it('should rotate a vector correctly', () => {
+      expect(
+        new Vector2(0, -1)
+          .rotate(Math.PI / 2)
+          .equalsApproximately(new Vector2(1, 0), 0.000001)
+      ).toBe(true)
+
+      expect(
+        new Vector2(1.23, -4.56)
+          .rotate(Math.PI)
+          .equalsApproximately(new Vector2(-1.23, 4.56), 0.000001)
+      ).toBe(true)
+    })
+  })
+
+  describe('#angleBetween', () => {
+    it('should calculate the angle between two vectors correctly', () => {
+      expect(new Vector2(1, 0).angleBetween(new Vector2(0, 1))).toBe(
+        Math.PI / 2
+      )
+
+      expect(new Vector2(1, 0).angleBetween(new Vector2(1, -1))).toBe(
+        -Math.PI / 4
+      )
+    })
+  })
+})
diff --git a/data_structures/vectors/vector2.ts b/data_structures/vectors/vector2.ts
new file mode 100644
index 00000000..e0b61f16
--- /dev/null
+++ b/data_structures/vectors/vector2.ts
@@ -0,0 +1,145 @@
+/**
+ * In mathematics and physics, a vector is an element of a vector space.
+ *
+ * The Vector2-class implements 2-dimensional vectors together with various vector-operations.
+ * @see https://en.wikipedia.org/wiki/Vector_(mathematics_and_physics).
+ */
+
+class Vector2 {
+  x: number
+  y: number
+
+  constructor(x: number, y: number) {
+    this.x = x
+    this.y = y
+  }
+
+  /**
+   * Check for exact vector equality.
+   *
+   * @param vector The vector to compare to.
+   * @returns Whether they are exactly equal or not.
+   */
+  equalsExactly(vector: Vector2): boolean {
+    return this.x === vector.x && this.y === vector.y
+  }
+
+  /**
+   * Check for approximate vector equality.
+   *
+   * @param vector The vector to compare to.
+   * @param epsilon The allowed discrepancy for the x-values and the y-values.
+   * @returns Whether they are approximately equal or not.
+   */
+  equalsApproximately(vector: Vector2, epsilon: number): boolean {
+    return (
+      Math.abs(this.x - vector.x) < epsilon &&
+      Math.abs(this.y - vector.y) < epsilon
+    )
+  }
+
+  /**
+   * Vector length.
+   *
+   * @returns The length of the vector.
+   */
+  length(): number {
+    return Math.sqrt(this.x * this.x + this.y * this.y)
+  }
+
+  /**
+   * Normalization sets the vector to length 1 while maintaining its direction.
+   *
+   * @returns The normalized vector.
+   */
+  normalize(): Vector2 {
+    const length: number = this.length()
+    if (length === 0) {
+      throw new Error('Cannot normalize vectors of length 0')
+    }
+    return new Vector2(this.x / length, this.y / length)
+  }
+
+  /**
+   * Vector addition
+   *
+   * @param vector The vector to be added.
+   * @returns The sum-vector.
+   */
+  add(vector: Vector2): Vector2 {
+    const x: number = this.x + vector.x
+    const y: number = this.y + vector.y
+    return new Vector2(x, y)
+  }
+
+  /**
+   * Vector subtraction
+   *
+   * @param vector The vector to be subtracted.
+   * @returns The difference-vector.
+   */
+  subtract(vector: Vector2): Vector2 {
+    const x: number = this.x - vector.x
+    const y: number = this.y - vector.y
+    return new Vector2(x, y)
+  }
+
+  /**
+   * Vector scalar multiplication
+   *
+   * @param scalar The factor by which to multiply the vector.
+   * @returns The scaled vector.
+   */
+  multiply(scalar: number): Vector2 {
+    const x: number = this.x * scalar
+    const y: number = this.y * scalar
+    return new Vector2(x, y)
+  }
+
+  /**
+   * Distance between this vector and another vector.
+   *
+   * @param vector The vector to which to calculate the distance.
+   * @returns The distance.
+   */
+  distance(vector: Vector2): number {
+    const difference: Vector2 = this.subtract(vector)
+    return difference.length()
+  }
+
+  /**
+   * Vector dot product
+   *
+   * @param vector The vector used for the multiplication.
+   * @returns The resulting dot product.
+   */
+  dotProduct(vector: Vector2): number {
+    return this.x * vector.x + this.y * vector.y
+  }
+
+  /**
+   * Vector rotation (see https://en.wikipedia.org/wiki/Rotation_matrix)
+   *
+   * @param angleInRadians The angle in radians by which to rotate the vector.
+   * @returns The rotated vector.
+   */
+  rotate(angleInRadians: number): Vector2 {
+    const ca: number = Math.cos(angleInRadians)
+    const sa: number = Math.sin(angleInRadians)
+    const x: number = ca * this.x - sa * this.y
+    const y: number = sa * this.x + ca * this.y
+    return new Vector2(x, y)
+  }
+
+  /**
+   * Measure angle between two vectors
+   *
+   * @param vector The 2nd vector for the measurement.
+   * @returns The angle in radians.
+   */
+  angleBetween(vector: Vector2): number {
+    return Math.atan2(vector.y, vector.x) - Math.atan2(this.y, this.x)
+  }
+}
+
+export { Vector2 }