On the Average Complexity of the k -Level EuroCG 2020, W urzburg - - PowerPoint PPT Presentation

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On the Average Complexity of the k -Level EuroCG 2020, W urzburg - - PowerPoint PPT Presentation

On the Average Complexity of the k -Level EuroCG 2020, W urzburg Raphael Steiner joint work with Man-Kwun Chiu, Stefan Felsner, Manfred Scheucher, Patrick Schnider and Pavel Valtr Institute of Mathematics, TU Berlin March 16-18, 2020 k


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On the Average Complexity of the k-Level

EuroCG 2020, W¨ urzburg Raphael Steiner joint work with Man-Kwun Chiu, Stefan Felsner, Manfred Scheucher, Patrick Schnider and Pavel Valtr Institute of Mathematics, TU Berlin March 16-18, 2020

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level 1-Level

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level 1-Level 2-Level

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k-Levels in Line-Arrangements

BOTTOM CELL

0-Level 1-Level 2-Level 3-Level

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Motivation: k-Sets in Planar Point Sets

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Motivation: k-Sets in Planar Point Sets

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Motivation: k-Sets in Planar Point Sets

3-set

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Motivation: k-Sets in Planar Point Sets

3-set

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Motivation: k-Sets in Planar Point Sets

3-set

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Bounds on the Size of the k-Level

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Bounds on the Size of the k-Level

gk(n): MAX number k-sets in set of n points. fk(n): MAX size k-level in arrangement of n lines.

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Bounds on the Size of the k-Level

gk(n): MAX number k-sets in set of n points. fk(n): MAX size k-level in arrangement of n lines.

Proposition

fk(n) ≤ gk(n) ≤ 2fk(n).

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Bounds on the Size of the k-Level

gk(n): MAX number k-sets in set of n points. fk(n): MAX size k-level in arrangement of n lines.

Proposition

fk(n) ≤ gk(n) ≤ 2fk(n).

Theorem (Dey, 1998)

fk(n) = O(n(k + 1)1/3).

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Bounds on the Size of the k-Level

gk(n): MAX number k-sets in set of n points. fk(n): MAX size k-level in arrangement of n lines.

Proposition

fk(n) ≤ gk(n) ≤ 2fk(n).

Theorem (Dey, 1998)

fk(n) = O(n(k + 1)1/3).

Theorem (Nivasch, 2008)

fk(n) = n2Ω(√log k).

What is the ’usual’ complexity of the k-level?

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Setting: k-Levels on the Sphere

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Setting: k-Levels on the Sphere

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Setting: k-Levels on the Sphere

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Setting: k-Levels on the Sphere

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Setting: k-Levels on the Sphere

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Averaging over all possible choices of cells

Theorem (CFSSSV ’19)

If C is an arrangement of n great-circles, then the expected size of the k-level with respect to a random cell is O(k2).

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Averaging over all possible choices of cells

Theorem (CFSSSV ’19)

If C is an arrangement of n great-circles, then the expected size of the k-level with respect to a random cell is O(k2).

◮ Independent of n! ◮ Improves over worst-case bound for k ≪ n3/5

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Proof (Sketch)

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Proof (Sketch)

◮ Idea: Count pairs (F, v) with dist(F, v) = k.

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Proof (Sketch)

◮ Idea: Count pairs (F, v) with dist(F, v) = k. ◮

f k(C) =

  • Ccell #{v : dist(F, v) = k}

2 n

2

  • + 2
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Proof (Sketch)

◮ Idea: Count pairs (F, v) with dist(F, v) = k. ◮

f k(C) =

  • Ccell #{v : dist(F, v) = k}

2 n

2

  • + 2

Goal: Show bound O(k2n2)

  • n number of pairs
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Counting pairs for a fixed hemisphere

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Counting pairs for a fixed hemisphere

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Counting pairs for a fixed hemisphere and vertex

C C+ C− v

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Counting pairs for a fixed hemisphere and vertex

C C+ C− v 3

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Counting pairs for a fixed hemisphere and vertex

C C+ C− v 4

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Counting pairs for a fixed hemisphere and vertex

C C+ C− v 5

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Counting pairs for a fixed hemisphere and vertex

v 3 4 5 4 5 4 5 4 3 4 3 4 3 4 3 4

Lemma

The number of k-regions on C is O(k).

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Conclusion of the Proof

◮ For fixed C:

O(k) · #{v : dist(v, C) = k − 1}

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Conclusion of the Proof

◮ For fixed C:

O(k) · #{v : dist(v, C) = k − 1}

◮ Generalized Zone Theorem:

#{v : dist(v, C) = k − 1} = O(kn).

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Conclusion of the Proof

◮ For fixed C:

O(k) · #{v : dist(v, C) = k − 1}

◮ Generalized Zone Theorem:

#{v : dist(v, C) = k − 1} = O(kn).

#{(F, v) : dist(F, v) = k, F touches C} = O(k) · O(kn) = O(k2n).

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Conclusion of the Proof

◮ For fixed C:

O(k) · #{v : dist(v, C) = k − 1}

◮ Generalized Zone Theorem:

#{v : dist(v, C) = k − 1} = O(kn).

#{(F, v) : dist(F, v) = k, F touches C} = O(k) · O(kn) = O(k2n).

◮ Number of pairs (F, v) at distance k is O(k2n) · n = O(k2n2).

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Sampling great-circle arrangements on S2

Theorem (CFSSSV ’19)

In an arrangement of n great circles chosen uniformly at random from S2, the expected size of the k-level is Θ(k).

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Sampling great-circle arrangements on S2

Theorem (CFSSSV ’19)

In an arrangement of n great circles chosen uniformly at random from S2, the expected size of the k-level is Θ(k).

Theorem (CFSSSV ’19)

In an arrangement of n great (d − 1)-spheres chosen uniformly at random from Sd, the expected size of the k-level is Θ(kd−1).

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Sampling great-circle arrangements on S2

Theorem (CFSSSV ’19)

In an arrangement of n great circles chosen uniformly at random from S2, the expected size of the k-level is Θ(k).

Theorem (CFSSSV ’19)

In an arrangement of n great (d − 1)-spheres chosen uniformly at random from Sd, the expected size of the k-level is Θ(kd−1).

Problem

Is the expected complexity of the k-level for a random cell in an arrangement of great-circles Θ(k)?

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The End

Thank you for your attention.