Metric Geometry Flashcards

1
Q

Metric Space

A
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2
Q

Open Ball

A
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3
Q

Convergence in Metric Space

A
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4
Q

Compactness

A
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5
Q

Lipschitz Function

A
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6
Q

Hausdorff Distance

A
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7
Q

Closed Ball

A
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8
Q

Isometry

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9
Q

Hausdorff Distance

A
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10
Q

Bounded Set

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11
Q

Application of Euclidean Distance

A

Examples:

Computer Graphics: Calculating the distance between pixels in image processing.
Machine Learning: Measuring similarity between data points.
Robotics: Navigating the shortest path between points.
Geography: Calculating the straight-line distance between two locations on a map.

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12
Q

Properties of Euclidean Distance

A
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13
Q

Taxicab (Manhattan) Distance

A
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14
Q

Taxicab Distance in 2D

A
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15
Q

Taxicab Distance in 3D

A
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16
Q

Taxicab Distance in n-Dimensional Space

A
17
Q

Properties of Taxicab Distance

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18
Q

Applications of Taxicab Distance

A

Examples:

Urban Planning: Used to model travel distances in cities with grid-like street layouts.
Computer Vision: Used in certain algorithms to measure the difference between images.
Machine Learning: Applied in clustering algorithms and as a distance metric in various models.

19
Q

Open and Closed Balls in Taxicab Geometry

A
20
Q

Comparison with Euclidean Distance

A