|
| 1 | +[ |
| 2 | + { |
| 3 | + "question": "A Euclidean vector space of dimension \\( n \\) is denoted by:", |
| 4 | + "type": "multiple_choice", |
| 5 | + "answers": [ |
| 6 | + { |
| 7 | + "answer": "\\(\\mathbb{R}^n\\)", |
| 8 | + "correct": true |
| 9 | + }, |
| 10 | + { |
| 11 | + "answer": "\\(\\mathbb{C}^n\\)", |
| 12 | + "correct": false |
| 13 | + }, |
| 14 | + { |
| 15 | + "answer": "\\(\\mathbb{Z}^n\\)", |
| 16 | + "correct": false |
| 17 | + }, |
| 18 | + { |
| 19 | + "answer": "\\(\\mathbb{N}^n\\)", |
| 20 | + "correct": false |
| 21 | + } |
| 22 | + ] |
| 23 | + }, |
| 24 | + { |
| 25 | + "question": "A vector space is closed under scalar multiplication and vector addition.", |
| 26 | + "type": "multiple_choice", |
| 27 | + "answers": [ |
| 28 | + { |
| 29 | + "answer": "True", |
| 30 | + "correct": true |
| 31 | + }, |
| 32 | + { |
| 33 | + "answer": "False", |
| 34 | + "correct": false |
| 35 | + } |
| 36 | + ] |
| 37 | + }, |
| 38 | + { |
| 39 | + "question": "For any \\( n \\)-vector \\( \\mathbf{u} \\) and an \\( m \\times n \\) matrix \\( \\mathbf{M} \\), \\(\\mathbf{v} = \\mathbf{M} \\mathbf{u}\\) is an \\( m \\)-vector.", |
| 40 | + "type": "multiple_choice", |
| 41 | + "answers": [ |
| 42 | + { |
| 43 | + "answer": "True", |
| 44 | + "correct": true |
| 45 | + }, |
| 46 | + { |
| 47 | + "answer": "False", |
| 48 | + "correct": false |
| 49 | + } |
| 50 | + ] |
| 51 | + }, |
| 52 | + { |
| 53 | + "question": "In general, for matrix-vector multiplication, the length of the output vector depends only on the length of the input vector and not the direction in which that vector is pointing.", |
| 54 | + "type": "multiple_choice", |
| 55 | + "answers": [ |
| 56 | + { |
| 57 | + "answer": "True", |
| 58 | + "correct": false |
| 59 | + }, |
| 60 | + { |
| 61 | + "answer": "False", |
| 62 | + "correct": true |
| 63 | + } |
| 64 | + ] |
| 65 | + }, |
| 66 | + { |
| 67 | + "question": "When multiplying an \\( n \\)-vector by an \\( m \\times n \\) matrix, what is the dimensionality of the resulting vector?", |
| 68 | + "type": "multiple_choice", |
| 69 | + "answers": [ |
| 70 | + { |
| 71 | + "answer": "n", |
| 72 | + "correct": false |
| 73 | + }, |
| 74 | + { |
| 75 | + "answer": "m", |
| 76 | + "correct": true |
| 77 | + }, |
| 78 | + { |
| 79 | + "answer": "m + n", |
| 80 | + "correct": false |
| 81 | + }, |
| 82 | + { |
| 83 | + "answer": "m - n", |
| 84 | + "correct": false |
| 85 | + } |
| 86 | + ] |
| 87 | + }, |
| 88 | + { |
| 89 | + "question": "What geometric shape does a linear transformation map a square region into in 2-D space?", |
| 90 | + "type": "multiple_choice", |
| 91 | + "answers": [ |
| 92 | + { |
| 93 | + "answer": "A parallelogram.", |
| 94 | + "correct": true |
| 95 | + }, |
| 96 | + { |
| 97 | + "answer": "A circle.", |
| 98 | + "correct": false |
| 99 | + }, |
| 100 | + { |
| 101 | + "answer": "A triangle.", |
| 102 | + "correct": false |
| 103 | + }, |
| 104 | + { |
| 105 | + "answer": "A square.", |
| 106 | + "correct": false |
| 107 | + } |
| 108 | + ] |
| 109 | + } |
| 110 | +] |
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