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( V7) (core) Let {1+t,t,t²} be a collection of linearly independent vectors with inner product defined as ⟨f,g⟩=∫0₁ fg,dt. Apply the Gram-Schmidt orthogonalization process to create an orthonormal collection of vectors.

User Kirah
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By applying the Gram-Schmidt orthogonalization process to the collection {1+t, t, t²}, we obtain the orthonormal collection {u₁, u₂, u₃}, where u₁, u₂, and u₃ are the normalized vectors resulting from the process.

To apply the Gram-Schmidt orthogonalization process and create an orthonormal collection of vectors, let's start with the given collection {1+t, t, t²}.

Step 1: Start with the first vector.

Set v₁ = 1+t.

Step 2: Orthogonalize the second vector.

To orthogonalize the second vector, subtract its projection onto the first vector.

Let's calculate the projection of t onto v₁:

proj(v₁, t) = ⟨t, v₁⟩ / ⟨v₁, v₁⟩ * v₁

= ∫₀₁ t(1+t) dt / ∫₀₁ (1+t)² dt * (1+t)

Simplifying the integral, we have:

proj(v₁, t) = ∫₀₁ (t + t²) dt / ∫₀₁ (1 + 2t + t²) dt * (1+t)

= (1/3 + 1/4) * (1+t)

= (7/12) * (1+t)

Now, we orthogonalize the second vector:

v₂ = t - proj(v₁, t)

= t - (7/12) * (1+t)

Step 3: Orthogonalize the third vector.

To orthogonalize the third vector, subtract its projection onto the first and second vectors.

Let's calculate the projection of t² onto v₁ and v₂:

proj(v₁, t²) = ⟨t², v₁⟩ / ⟨v₁, v₁⟩ * v₁

= ∫₀₁ t²(1+t) dt / ∫₀₁ (1+t)² dt * (1+t)

proj(v₂, t²) = ⟨t², v₂⟩ / ⟨v₂, v₂⟩ * v₂

= ∫₀₁ t² * (t - (7/12) * (1+t)) dt / ∫₀₁ (t - (7/12) * (1+t))² dt * (t - (7/12) * (1+t))

Simplifying the integrals, we have:

proj(v₁, t²) = (1/4 + 1/5) * (1+t)

proj(v₂, t²) = (1/4 - 1/6) * (t - (7/12) * (1+t))

Now, we orthogonalize the third vector:

v₃ = t² - proj(v₁, t²) - proj(v₂, t²)

= t² - (1/4 + 1/5) * (1+t) - (1/4 - 1/6) * (t - (7/12) * (1+t))

Step 4: Normalize the vectors.

To obtain an orthonormal collection, we need to normalize each vector.

Let's normalize v₁, v₂, and v₃:

u₁ = v₁ / ||v₁||

u₂ = v₂ / ||v₂||

u₃ = v₃ / ||v₃||

User Tom Murley
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