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Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

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Point-Set Embeddings of Planar Graphs with Fewer Bends. M. Sc. Engg. Thesis Md. Emran Chowdhury (040805068P) Supervisor: Prof. Dr. Md. Saidur Rahman. Department of Computer Science and Engineering Bangladesh University of Engineering and Technology. Contents. Problem Definition. - PowerPoint PPT Presentation
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1 Department of Computer Science and Engineering Bangladesh University of Engineering and Technology M. Sc. Engg. Thesis Md. Emran Chowdhury (040805068P) Supervisor: Prof. Dr. Md. Saidur Rahman
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Page 1: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

1

Department of Computer Science and Engineering

Bangladesh University of Engineering and Technology

M. Sc. Engg. ThesisMd. Emran Chowdhury (040805068P)Supervisor: Prof. Dr. Md. Saidur Rahman

Page 2: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

2

▒ Problem Definition

ContentsContents

▒ Motivation

▒ Previous Results and Our Results

▒ Upward Point-Set Embedding

▒ Orthogonal Point-Set Embedding

▒ Conclusion and Future Works

Page 3: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

3

Point-Set EmbeddingPoint-Set Embedding

a

c

b

df

e

Sa

c

b

df

e

G

Each vertex is placed at a distinct point

Input

Page 4: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

4

Inputf

c

b

d

a

e

a

c

b

df

e

SG

Point-Set EmbeddingPoint-Set Embedding

Each vertex is placed at a distinct point

Each edge is drawn by straight or poly line

Output

Bend

Page 5: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

5

Upward Point-Set EmbeddingUpward Point-Set Embedding

f

c

b

d

a

e

a

c

b

df

e

SG

Each edge is drawn upward

Input

Each vertex is placed at a distinct point Output

Page 6: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

6

Each edge is drawn upward

Upward Point-Set EmbeddingUpward Point-Set Embedding

ac

b

df

e

G’ S

f

c

b

d

a

e

ac

b

df

e

Ga

cb

df

e

G S

f

c

b

d

a

e

f

c

b

d

a

e

S

G’ has no upward point-

setembedding on

S

Not every graph hasupward point-set embedding

on a fixed point-set

Page 7: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

7

1

3

4

2

ac

d

b

Upward Point-Set Embedding with mappingUpward Point-Set Embedding with mapping

ac

d

bS

G

φ

Page 8: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

8

ac

d

b

S

G

a

c

d

a

c

b

d

S

φ’

No upward point-setembedding with this mapping

No upward point-setembedding with this mapping

Upward Point-Set Embedding with mappingUpward Point-Set Embedding with mapping

Finding upward point-set

embedding with mapping is a

real challenge

Page 9: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

9

a b

c d

e

j k

g h

f

planar graph G

point-set in the plane

Orthogonal Point-Set EmbeddingOrthogonal Point-Set Embedding

Input

Page 10: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

10

a b

c d

e

j k

g h

f

Output j

k

f

h

g

e

c

d

a

b

Orthogonal Point-Set EmbeddingOrthogonal Point-Set Embedding

Each edge is drawn as a sequence ofvertical and horizontal line segments

Page 11: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

11

▒ Problem Definition

ContentsContents

▒ Motivation

Page 12: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

12

a

b

c

d

e

f

a

bc

d

f

e

InterconnectionGraph

Point-Set Embedding

In VLSI design, often the placesfor the modules are fixed, wehave to connect the modules

w. r. t. the inter connection graph

MotivationMotivation

Page 13: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

13

a

b

c

d

e

f

MotivationMotivation

InterconnectionGraph

VLSI Layout

a

bc

d

f

e

It is always desirable to reduce the

number of bends

Point-Set Embedding

Page 14: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

14

▒ Problem Definition

ContentsContents

▒ Motivation

▒ Previous Results and Our Results

Page 15: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

15

Previous Results and Our ResultsPrevious Results and Our Results

Problem Graph classAuthors Results

Giordano et. al. ’07

upward point-set

embedding

Upward planar

digraphs

at most two bends per

edge

Giordano, Liotta, and Whiteside

’09

upward point-set

embedding with mapping

Upward planar

digraphs

at most 2n-3 bends per

edge

This Thesis

upward point-set

embedding with mapping

Upward planar

digraphs

at most n-3 bends per

edge

upper boundon total

number of bends

Upward Point-Set Embedding

Page 16: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

16

Rahman et. al. ’99

Orthogonal drawing

Cubic 3-connected plane

graphs

bend optimal drawing

Rahman and Nishizeki ’02

Orthogonal drawing

plane graphs

with ≤ 3

bend optimal drawing

Rahman, Nishizeki

and Naznin ’03

Orthogonal drawing

plane graphs

with ≤ 3

no bend drawing

Previous Results and Our ResultsPrevious Results and Our Results

But, they did not considerthe point-set embedding

Problem Graph classAuthors Results

Orthogonal Drawing

Time complexity = O(n)

Page 17: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

17

Previous Results and Our ResultsPrevious Results and Our Results

Kaufman andWiese ’02

Point-set embedding

General planegraphs

2 bends per edge

One can draw the

edge orthogonally

But, the size ofthe vertices may increase

Problem Graph classAuthors Results

Poly-line Point-Set Embedding

Time complexity = O(n2)

Page 18: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

18

This Thesis

Orthogonal point-setembedding

3-connected cubic planar

graphs

at most (5n+4)/2 bends in

total

Previous Results and Our ResultsPrevious Results and Our Results

Kaufman andWiese ’02

Point-set embedding

General planegraphs

2 bends per edge

One can draw the

edge orthogonally

This Thesis

Orthogonal point-setembedding with

mapping

4-connected planar graphs

at most 6n bends in

total

Tight upper bound

Problem Graph classAuthors Results

Orthogonal Point-Set Embedding

But, the size ofthe vertices may increaseTime complexity = O(n2)

Time complexity = O(n)

Page 19: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

19

▒ Problem Definition

ContentsContents

▒ Motivation

▒ Previous Results and Our Results

▒ Upward Point-Set Embedding

Page 20: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

20

Upward Point-Set EmbeddingUpward Point-Set Embedding

SG Input

Upward Topological Book Embedding

v1

v3

v4v2

v5

1

2

3

4

5

1

2

3

4

5

v1

v3

v4v2

v5

1

2

3

4

5

Upward Point-set Embedding

Page 21: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

21

a

c

b

d

Upward Topological Book EmbeddingUpward Topological Book Embedding

ac

d

b

SG

Spine

LeftPage

RightPage

The vertices on the spine

The edges on the pages

Digraph

Upward Topological Book Embedding

Page 22: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

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G contains directed hamiltonian pathG contains directed hamiltonian path

1

3

2

4

7

6

5

A directed path containingall the vertices

A directed path containingall the vertices

1

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

Page 23: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

23

G contains directed hamiltonian pathG contains directed hamiltonian path

1

3

2

4

7

6

5

1

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

Page 24: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

241

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

Page 25: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

251

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

1

2

3

4

5

6

7

Page 26: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

261

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

1

2

3

4

5

6

7The drawing …..

• has no edge crossings sinceit has the same embeddingas the original graph

• has no spine crossing• has 1 bend per edge

Page 27: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

27

G does not contain directed Hamiltonian path

1

3

2

4

7

6

5

a

b

cd

e

Upward Topological Book EmbeddingUpward Topological Book Embedding

Page 28: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

28

a

b

cd

e

1

3

2

4

7

6

5

Upward Topological Book EmbeddingUpward Topological Book Embedding

G does not contain directed Hamiltonian path

Page 29: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

29

a

b

cd

e

1

3

2

4

7

6

5

Upward Topological Book EmbeddingUpward Topological Book Embedding

G does not contain directed Hamiltonian path

Page 30: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

30

a

b

cd

e

1

3

2

4

7

6

5

a

b

c

d

e

1

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

Page 31: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

31

1

32

4

7

6

5

a

bc

d

e

a

b

c

d

e

1

2

3

4

5

6

7

Upward Topological Book EmbeddingUpward Topological Book Embedding

Input digraph 1

2

3

4

5

6

7

Each spine crossingcorresponds to a dummy vertex

Page 32: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

32

Calculation of number of BendsCalculation of number of Bends

i

i+1

i+2

j-2

j-1

j

Spine crossing from ito j is at most j-i-2

Spine crossing from ito j is at most j-i-2

The edge (1, n) has no crossingsThe edge (1, n) has no crossings

Spine Crossings per edgeis at most n-4

Spine Crossings per edgeis at most n-4

Page 33: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

33

Calculation of number of BendsCalculation of number of Bends

Spine crossing from ito j is at most j-i-2

Spine crossing from ito j is at most j-i-2

The edge (1, n) has no crossingsThe edge (1, n) has no crossings

Spine Crossings per edgeis at most n-4

Spine Crossings per edgeis at most n-4

Bends per edge is at most n-3Bends per edge is at most n-3

Page 34: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

34

Calculation of number of BendsCalculation of number of Bends

Spine crossing from ito j is at most j-i-2

Spine crossing from ito j is at most j-i-2

The edge (1, n) has no crossingsThe edge (1, n) has no crossings

Spine Crossings per edgeis at most n-4

Spine Crossings per edgeis at most n-4

Bends per edge is at most n-3Bends per edge is at most n-3

Total number of spine crossings=2(n-4)+3(n-5)+ . . . +k(n-2-k)+p(n-3-k)where p, k are integers

Number of edges which crosses thespine={k(k+1)/2}-1+p

Page 35: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

35

▒ Problem Definition

ContentsContents

▒ Motivation

▒ Previous Results and Our Results

▒ Upward Point-Set Embedding

▒ Orthogonal Point-Set Embedding

Page 36: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

36

Orthogonal Point-Set Embedding

3-connected cubic

planar graphs

4-connected planar graphs

( ≤ 4)

4-connected4-regular planar graphs

Page 37: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

37

3-connected cubic planar graph

3-connected cubic planar graph

3-connected cubic planar graph G with HC

v2 v1

v3 v4

v5 v6

v7 v8

v9v10

Page 38: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

38point-set in the plane

v2 v1

v3 v4

v5 v6

v7 v8

v9v10

3-connected cubic planar graph G with HCPlane embedding

G’ of graph G

3-connected cubic planar graph

3-connected cubic planar graph

Page 39: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

39

v2 v1

v3 v4

v5 v6

v7 v8

v9v10

3-connected cubic planar graph

3-connected cubic planar graph

Plane embeddingG’ of graph G

Inner edges

Outeredges

Page 40: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

40

v2 v1

v3 v4

v5 v6

v7 v8

v9v10

Inner vertic

es

3-connected cubic planar graph

3-connected cubic planar graph

Plane embeddingG’ of graph G

Page 41: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

41

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

v2

v3 v4

v5 v6

v7 v8

v9

3-connected cubic planar graph

3-connected cubic planar graph

v1 v10

Page 42: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

42

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

v2

v3 v4

v6

v7 v8

v9

3-connected cubic planar graph

3-connected cubic planar graph

v1 v10

Case 1: Inner edges in left pageCase 1: Inner edges in left page

v5

We have to consider two cases

Case 1: Inner edges in left page

Case 2 : Inner edges in right page

Page 43: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

43

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

v2

v3 v4

v6

v7 v8

v9

3-connected cubic planar graph

3-connected cubic planar graph

v1 v10

Case 1: Inner edges in left pageCase 1: Inner edges in left page

CountL= 6

v5

Nice points (L)

Page 44: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

44

CountL= 6

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

v2

v3 v4

v6

v7 v8

v9

3-connected cubic planar graph

3-connected cubic planar graph

v1 v10

CountR= 2

Case 2: Inner edges in right pageCase 2: Inner edges in right page

v5

Nice points (R)

Page 45: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

45

3-connected cubic planar graph

3-connected cubic planar graph

v2

v3 v4

v6

v7 v8

v9v1 v10

v5

CountL= 6

CountR= 2

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

Page 46: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

46

p10

p9

p6

p8

p7

p5

p3

p4

p2

p1

v2

v3 v4

v6

v7 v8

v9

3-connected cubic planar graph

3-connected cubic planar graph

v1 v10

v5

From pigeonhole principle…..

Either count L or count R is at least = (n-2)/2which edges canbe drawn with 1 bend

Left nice points

Right nice points

Total bends= 1.(n-2)/2+2.(3n/2-(n-2)/2-1)+3= n/2-1+3n-n+2-2+3= n/2+2n+2= (5n+4)/2

Computation ofnumber of bends

Computation ofnumber of bends

Page 47: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

47

4-connected planar graph G

v2

v1

v3

v4

v5

v6

1

2

3

4

5

6

Point-set S

4-connected planar graph

4-connected planar graph

Page 48: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

48

Plane embeddingG’ of graph G

v2

v1

v3

v4

v5

v6

1

2

3

4

5

6

Point-set S

4-connected planar graph

4-connected planar graph

Page 49: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

49

v2

v1

v3

v4

v5

v6

1

2

3

4

5

6

4-connected planar graph

4-connected planar graph

Plane embeddingG’ of graph G

Inner edges

Outeredges

v1

v2

v3

v4

v5

v6

Page 50: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

50

v2

v1

v3

v4

v5

v6

4-connected planar graph

4-connected planar graph

Inner edges

Outeredges

v1

v2

v3

v4

v5

v6

Page 51: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

51

v2

v1

v3

v4

v5

v6

1

2

3

4

5

6

Page 52: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

52

1

2

3

4

5

6

Middlevertex

Leftvertex

Right

vertex

G is 4-regular, each vertex is incident to exactly four edgesG is 4-regular, each vertex is incident to exactly four edges

v1

v2

v3

v4

v5

v6

Page 53: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

53

1

2

3

4

5

6

Orthogonal Point-set Embedding

Total bends = 3.(2n-1) + 3 = 6n

Computation ofnumber of bends

Computation ofnumber of bends

v1

v2

v3

v4

v5

v6

Page 54: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

54

Tight ExampleTight Example

1

2

3

4

5

6

v1

v2

v3

v4

v5

v6

Page 55: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

55

Tight ExampleTight Example

1

2

3

4

5

6

v1

v2

v3

v4

v5

v6

Each vertex of G is mapped to a point i in SEach vertex of G is mapped to a point i in S

Page 56: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

56

▒ Problem Definition

ContentsContents

▒ Motivation

▒ Previous Results and Our Results

▒ Upward Point-Set Embedding

▒ Orthogonal Point-Set Embedding

▒ Conclusion and Future Works

Page 57: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

57

ConclusionConclusion

upward planar digraph

3-connected cubic planar graphs

4-connected 4-regular planar graphs

n-3 bends per edge

(5n+4)/2 bends in total

6n bends in total

Quadratic

Linear

Page 58: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

58

Design a fast algorithm for checkingupward point-set embedding

Minimize the number of bends inupward point-set embedding

Find necessary and sufficient conditionfor orthogonal point-set embedding

Reduce the number of bends for3-connected cubic planar graphs

Find Universal Point-Setsfor sub-classes of planar graphs

Future WorksFuture Works

Page 59: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

59

Reference

Hal91 J. H. Halton, “On the thickness of graphs of given degree”, Information Sciences, Vol. 54, pp. 219-238, 1991.

CAR09 M. E. Chowdhury, M. J. Alam, and M. S. Rahman, “On Upward Point-Set Embedding of Upward Planar Digraphs”, Proc. of the 16th

Mathematics Conference of Bangladesh Mathematical Society, 2009.

RNN99 M. S. Rahman, S. Nakano and T. Nishizeki, “A linear algorithm for bend-optimal orthogonal drawings of triconnected cubic plane Graphs”, Journal of Graph Alg. and Appl., http://jgaa.info, 3(4), pp. 31-62, 1999.

RN02 M. S. Rahman and T. Nishizeki, “Bend-minimum orthogonal drawings of plane 3-graphs”, In Proc. International Workshop on Graph Theoretic Concepts in Computer Science (WG '02), Lect. Notes in Computer Science, Springer, Vol. 2573, pp. 367-378, 2002.

Page 60: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

60

KW02 M. Kaufmann, and R. Wiese, “Embedding vertices at points: Few bends suffice for planar graphs”. Journal of Graph Algorithms and Applications, 6(1), pp. 115–129 (2002)

GLMS07 F. Giordano, G. Liotta, T. Mchedlidze,and A, Symvonis, “Computing Upward Topological Book Embeddings of Upward Planar Digraphs”, In proceedings of International Symposium on Algorithms and Computation (ISAAC 2007), Springer, Lecture Notes in Computer Science, Vol. 4835, pp. 172–183, 2007.

GLW09 F. Giordano, G. Liotta, and S. H. Whitesides, “Embeddability Problems for Upward Planar Digraphs”, In the proceedings of The 16th International Symposium on Graph Drawing (GD 2008), Springer, Lecture Notes in Computer Science, Vol. 5417, pp. 242–253, 2009.

RNN03 M. S. Rahman, T. Nishizeki, and M. Naznin, “Orthogonal drawings of plane graphs without bends”, Journal of Graph Alg. and Appl., http://jgaa.info, 7(4), pp. 335-362, 2003.

Reference

Page 61: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

61

Thank You

Page 62: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

62

visual analysis of self-modifiable code,based on computing a sequence of drawingswhose edges are defined at run-time [Hal91]

MotivationMotivation

Upward Point-set Embedding with mapping

That alters its own instructions while it is executing-usually to

reduce the instruction path length and improve performance.

Page 63: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

63

MotivationMotivation

• The graphs are specified one at a time

• The vertex locations for the output graphs are determined by the first graph

Page 64: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

64

1

2

3

4

5

6Now we draw the edgesof G’-C except long edge

Casevertextype

Drawing

xi+1 > xixi+1 < xi

1 middle URU ULU

2 left RU RULU

3 right LURU LU

Page 65: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

65

Casevertextype

Drawing

xi+1 > xixi+1 < xi

1 middle URU ULU

2 left RU RULU

3 right LURU LU

1

2

3

4

5

6Now we draw the edgesof G’-C except long edge

Page 66: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

66

1

2

3

4

5

6Now we draw the edgesof G’-C except long edge

vi is a middle vertex

vertextype ( vj )

middle

left

right

(vi , vj ) is inner

otherwise

otheredgeof vj

is (vj , vk )

yi > yk

otherwise

yi > yk

otherwise

Condition

LUR

RUL

LUR

LURD

RUL

RULD

Drawing

Page 67: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

67

vertextype ( vj )

middle

left

right

(vi , vj ) is inner

otherwise

otheredgeof vj

is (vj , vk )

yi > yk

otherwise

yi > yk

otherwise

Condition

LUR

RUL

LUR

LURD

RUL

RULD

Drawing

1

2

3

4

5

6

vi is a middle vertex

Page 68: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

68

1

2

3

4

5

6

vi is a left vertex

vertexTypeof vj

middle

left

yj > yl > yi

otherwise

otheredgeof vj

is (vj , vk )

yj > yk > yi > yl

Condition

LUR

UR

URD

LURD

UR

LUR

Drawing

(vi , vl ) isother inner

edge

yj > yk > yl > yi

yk > yj > yi > yl > yk

yk > yj > yl > yi > yk

Page 69: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

69

yj > yk > yl > yi

vertexTypeof vj

middle

left

yj > yl > yi

otherwise

otheredgeof vj

is (vj , vk )

Condition

LUR

UR

URD

LURD

UR

LUR

Drawing

(vi , vl ) isother inner

edge

yk > yj > yi > yl > yk

yk > yj > yl > yi > yk

1

2

3

4

5

6

vi is a left vertex

yj > yk > yi > yl

Page 70: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

70

1

2

3

4

5

6

vi is a right vertex

vertexTypeof vj

middle

right

yj > yl > yi

otherwise

otheredgeof vj

is (vj , vk )

yj > yk > yi > yl

Condition

RUL

UL

ULD

RULD

UL

RUL

Drawing

(vi , vl ) isother inner

edge

yj > yk > yl > yi

yk > yj > yi > yl > yk

yk > yj > yl > yi > yk

Page 71: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

71

vertexTypeof vj

middle

right

yj > yl > yi

otherwise

otheredgeof vj

is (vj , vk )

yj > yk > yi > yl

Condition

RUL

UL

ULD

RULD

UL

RUL

Drawing

(vi , vl ) isother inner

edge

yj > yk > yl > yi

yk > yj > yi > yl > yk

yk > yj > yl > yi > yk

1

2

3

4

5

6

vi is a right vertex

Page 72: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

72

1

2

3

4

5

6

We now draw the long edge (v1 , vn )

vertextypeof vn

middle DRULD

Drawingvertextypeof v1

left

NA

right

otherwise

DRULDDRUL

rightright

otherwise

DLULDLUR

Page 73: Department of Computer Science and Engineering Bangladesh University of Engineering and Technology

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vertextypeof vn

middle DRULD

Drawingvertextypeof v1

left

NA

right

otherwise

DRULDDRUL

rightright

otherwise

DLULDLUR

1

2

3

4

5

6

Orthogonal Point-set Embedding


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