cardysformula

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    Lemma 1

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    Lemma 2

    Conclusion

    Reading Group

    Probability in Graphs

    Dialid Santiago

    February 9, 2012

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    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

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    Lemma 2

    Conclusion

    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

    and

    be the hexagonal lattice.

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    Lemma 2

    Conclusion

    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

    and

    be the hexagonal lattice.

    Let D = be an open simply connected domain in 2 and assume that D isa Jordan curve.

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    Conclusion

    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

    and

    be the hexagonal lattice.

    Let D = be an open simply connected domain in 2 and assume that D isa Jordan curve.

    Let T be the unit equilateral triangle.

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    Conclusion

    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

    and

    be the hexagonal lattice.

    Let D = be an open simply connected domain in 2 and assume that D isa Jordan curve.

    Let T be the unit equilateral triangle.We are interested on the site percolation on

    D.

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    Conclusion

    Notation

    Let

    be the triangular lattice with density p = 12

    of open or black vertices.

    and

    be the hexagonal lattice.

    Let D = be an open simply connected domain in 2 and assume that D isa Jordan curve.

    Let T be the unit equilateral triangle.We are interested on the site percolation on

    D.In particular ifd= 1

    nand D = Twe have

    n =1

    n T.

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    Summary

    We are interested on the event:

    Figure: The event {ac bx D}

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    Conclusion

    Summary

    We are interested on the event:

    Figure: The event {ac bx D}

    More precisely in

    [ac bx D] as 0 (1)

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    Summary

    We are interested on the event:

    Figure: The event {ac bx D}

    More precisely in

    [ac bx D] as 0 (1)Cardys formula tells us the value of the limit.

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    Conclusion

    Summary

    As we saw last time there exists a conformal map from D to T the unit

    equilateral triangle with vertices

    A = 0, A = 1 A2 = ei3

    Figure: The conformal map is a bijection from D to the interior ofT, and extends uniquelyto the boudaries.

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    Conclusion

    Summary

    As we saw last time there exists a conformal map from D to T the unit

    equilateral triangle with vertices

    A = 0, A = 1 A2 = ei3

    Moreover such can be extended to the boundary D in such a way that itbecomes a homeomorphism.

    Figure: The conformal map is a bijection from D to the interior ofT, and extends uniquelyto the boudaries.

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    Cardys Formula

    Cardys Formula

    [ac bx D] |AX| 0. (2)

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    Summary

    Translating through

    Figure: Applying the map we get the event {A1A2 AX T}

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    Sumary

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    Sumary

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    Conclusion

    Sumary

    We defined the events

    Enj (z) with j = 1, ,

    2.

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    Sumary

    We defined the events

    Enj (z) with j = 1, ,

    2.

    and the functions

    Hnj (z) = (E

    nj (z)) j = 1, ,

    2.

    S

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    Conclusion

    Sumary

    We defined the events

    Enj (z) with j = 1, ,

    2.

    and the functions

    Hnj (z) = (E

    nj (z)) j = 1, ,

    2.

    It was proved that these functions

    are uniformly Holder on V( n).

    S

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    Sumary

    We defined the events

    Enj (z) with j = 1, ,

    2.

    and the functions

    Hnj (z) = (E

    nj (z)) j = 1, ,

    2.

    It was proved that these functions

    are uniformly Holder on V( n).Figure: An illustration of the event E

    n

    2 .

    S

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    Conclusion

    Sumary

    The proof was completed under the assumption of the analyticity of the

    functions

    G1 = H1 + H + H2

    G2 = H1 + H + 2H2

    A i lt

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    A previous result

    Lemma 1

    We have that

    [En1(z1)\En1(z)] = [En(z2)\En(z)]= [En2 (z3)\En2 (z)]

    Exploration Process

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    Exploration Process

    Definition

    Exploration Process

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    Exploration Process

    Definition

    Suppose that all vertices just outside the arc A1A2 of n are black.

    Exploration Process

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    Exploration Process

    Definition

    Suppose that all vertices just outside the arc A1A2 of n are black.

    all vertices just outside the arc AA2 are white.

    Exploration Process

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    Exploration Process

    Definition

    Suppose that all vertices just outside the arc A1A2 of n are black.

    all vertices just outside the arc AA2 are white.

    The exploration path is defined to be the unique path n on the edges of thedual graph, beginning immediately above A2 and descending to A1A2 such

    that.

    Exploration Process

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    Exploration Process

    Definition

    Suppose that all vertices just outside the arc A1A2 of n are black.

    all vertices just outside the arc AA2 are white.

    The exploration path is defined to be the unique path n on the edges of thedual graph, beginning immediately above A2 and descending to A1A2 such

    that.

    As we traverse n from top to bottom the vertex immediately to our left(respectively, right), looking along the path from A2 , is white (respectively,

    black).

    Exploration Process

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    Exploration Process

    Exploration Process

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    Exploration Process

    Proof of Lemma 1

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    Event (1)-(3)

    Notice that the event En1(z1) \En1(z) occurs iff there exist disjoint paths l1, l2 and l3of n such that

    Proof of Lemma 1

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    Event (1)-(3)

    Notice that the event En1(z1) \En1(z) occurs iff there exist disjoint paths l1, l2 and l3of

    n such that1 l1 is white and joins s1 to AA2

    Proof of Lemma 1

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    Event (1)-(3)

    Notice that the event En1(z1) \En1(z) occurs iff there exist disjoint paths l1, l2 and l3of

    n such that1 l1 is white and joins s1 to AA2

    2 l2 is black and joins s2 to A1A2

    Proof of Lemma 1

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    Event (1)-(3)

    Notice that the event En1(z1) \En1(z) occurs iff there exist disjoint paths l1, l2 and l3of

    n such that1 l1 is white and joins s1 to AA2

    2 l2 is black and joins s2 to A1A2

    3 l3 is black and joins s3 to A1A

    Proof of Lemma 1

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    Proof of Lemma 1

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    Proof of Lemma 1

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    Remarks

    Proof of Lemma 1

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    Remarks

    Now just notice that on this event the exploration path n passes through zand arrives at z along the edge < z3,z >

    Proof of Lemma 1

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    Remarks

    Now just notice that on this event the exploration path n passes through zand arrives at z along the edge < z3,z >

    Furthermore, up to the time at which it hits z it lies in the region of n between

    l1 and l2.

    Proof of Lemma 1

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    Figure: The exploration path n passes through z and arrives at z along the edge < z3,z > .

    Proof of Lemma 1

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    Under last considerations

    Proof of Lemma 1

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    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    1 l1 is black (before white) and joins s1 to AA2

    Proof of Lemma 1

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    Lemma 2

    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.

    Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    1 l1 is black (before white) and joins s1 to AA22 l2 is white (before black) and joins s2 to A1A2

    Proof of Lemma 1

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    Lemma 2

    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.

    Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    1 l1 is black (before white) and joins s1 to AA22 l2 is white (before black) and joins s2 to A1A23 l3 is black and joins s3 to A1A

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of n lying below l1 l2 are independent Bernoulli variables.

    Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    1 l1 is black (before white) and joins s1 to AA22 l2 is white (before black) and joins s2 to A1A23 l3 is black and joins s3 to A1A

    That is precisely the eventE

    n(z2)\En(z),

    Proof of Lemma 1

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    Conclusion

    Under last considerations

    The states of vertices of

    n lying below l1 l2 are independent Bernoulli variables.Thus the conditional probability if a black path l3 satisfying the condition (3) is thesame as that of a white path.We make the measure preserving change, and then we interchange the colourswhite and black to conclude that the event

    En1(z1)\En1(z)

    has the same probability as the event that there exists disjoint paths l1, l2 and l3of

    n such that

    1 l1 is black (before white) and joins s1 to AA22 l2 is white (before black) and joins s2 to A1A23 l3 is black and joins s3 to A1A

    That is precisely the eventE

    n(z2)\En(z),

    and the lemma is proved.

    Moreras Theorem

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    Conclusion

    Morera

    Iff : R is continuous on the open region R, and

    fdz = 0, (3)

    for all closed curves in R, then f is analytic.

    Lemma 2

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    Conclusion

    Lemma 2

    Let be an equilateral triangle contained in the interior ofTwith sides parallel tothose ofT. Then

    Hn1 (z)dz =

    Hn(z)

    dz + O(n)

    =

    Hn2

    (z)

    2dz + O(n),

    where is given in Lemma 5.48.

    Proof of Lemma 2

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    Conclusion

    Let be an equilateral triangle contained in the interior ofTwith sides parallel

    to those ofT.

    Proof of Lemma 2

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    Conclusion

    Let be an equilateral triangle contained in the interior ofTwith sides parallel

    to those ofT.Let n be the subgraph of

    n lying with .

    Proof of Lemma 2

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    Conclusion

    Figure: An illustration.

    Proof of Lemma 2

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    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    Proof of Lemma 2

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    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    and let be a vector such that:

    Proof of Lemma 2

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    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    and let be a vector such that:

    Ifz is the centre of a facet ofDn, then z + is the centre of a neighboring face.

    Proof of Lemma 2

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    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    and let be a vector such that:

    Ifz is the centre of a facet ofDn, then z + is the centre of a neighboring face.That is, {i, i, i

    2

    }/n3

    Proof of Lemma 2

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    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    and let be a vector such that:

    Ifz is the centre of a facet ofDn, then z + is the centre of a neighboring face.That is, {i, i, i

    2

    }/n3Consider

    hnj (z, ) = (E

    n2 (z + )/E

    n2 (z))

    R di

    Proof of Lemma 2

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    Reading

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Define the set Dn asDn = { downward pointing faces of n},

    and let be a vector such that:

    Ifz is the centre of a facet ofDn, then z + is the centre of a neighboring face.That is, {i, i, i

    2

    }/n3Consider

    hnj (z, ) = (E

    n2 (z + )/E

    n2 (z))

    At this point we can invoke Lemma 1.

    Hn1 (z + )

    H

    n1 (z) = h

    n1(z, )

    hn1(z + ,

    )

    = hn(z, ) hn(z + ,).

    R di

    Proof of Lemma 2

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    Reading

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    NowH

    n(z + ) Hn(z) = hn(z, ) hn(z + ,),

    and so there is a cancellation in

    In =

    zDn

    [Hn1 (z + ) Hn1 (z)] zDn

    [Hn(z + ) Hn(z)]

    of all terms except those of the form

    hn(z

    ,)for certain z lying in faces of n that abut

    n. But there are just O(n) such z andtherefore the Holder condition ofHnj (z) implies that

    |In| O(n1) (4)

    Reading

    Proof of Lemma 2

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    Reading

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Consider the sum

    Jn =

    1

    n(Ini + I

    ni +

    2In

    i2 ),

    where Inj is an abbreviation for the I jn

    3

    .

    Reading

    Proof of Lemma 2

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    Reading

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Consider the sum

    Jn =

    1

    n(Ini + I

    ni +

    2In

    i2 ),

    where Inj is an abbreviation for the I jn

    3

    .

    The terms of the form Hnj (z) do not contribute to Jn, since each is multiplied by

    (1 + + 2)

    n= 0.

    Reading

    Proof of Lemma 2

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    Reading

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Consider the sum

    Jn =

    1

    n(Ini + I

    ni +

    2In

    i2 ),

    where Inj is an abbreviation for the I jn

    3

    .

    The terms of the form Hnj (z) do not contribute to Jn, since each is multiplied by

    (1 + + 2)

    n= 0.

    The remaining terms of the form Hnj (z + ),Hnj (z + ) mostly disappear also,

    as we said before.

    Reading

    Proof of Lemma 2

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    g

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Consider the sum

    Jn =

    1

    n(Ini + I

    ni +

    2In

    i2 ),

    where Inj is an abbreviation for the I jn

    3

    .

    The terms of the form Hnj (z) do not contribute to Jn, since each is multiplied by

    (1 + + 2)

    n= 0.

    The remaining terms of the form Hnj (z + ),Hnj (z + ) mostly disappear also,

    as we said before.

    At the end we are left only with terms Hnj (z

    ) for certain z

    at the centre ofupwards-pointing faces of n abutting

    n.

    Reading

    Proof of Lemma 2

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    g

    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Ifz is at the bottom, but not the corner, of n, then its contribution will be

    1n

    [(+ 2)Hn1 (z) (1 + )Hn(z)] = 1n

    [Hn1 (z) Hn(z)/].

    Reading

    Proof of Lemma 2

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Ifz is at the bottom, but not the corner, of n, then its contribution will be

    1n

    [(+ 2)Hn1 (z) (1 + )Hn(z)] = 1n

    [Hn1 (z) Hn(z)/].

    When z is at the right edge ofn, we obtain

    1

    n[(+ 2)Hn1 (z

    ) (1 + )Hn(z)] = n

    [Hn1 (z) Hn(z)/].

    Reading

    Proof of Lemma 2

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Ifz is at the bottom, but not the corner, of n, then its contribution will be

    1n

    [(+ 2)Hn1 (z) (1 + )Hn(z)] = 1n

    [Hn1 (z) Hn(z)/].

    When z is at the right edge ofn, we obtain

    1

    n[(+ 2)Hn1 (z

    ) (1 + )Hn(z)] = n

    [Hn1 (z) Hn(z)/].

    Finally when z is at the left edge of n, we obtain

    1

    n[(+ 2)Hn1 (z

    ) (1 + )Hn(z)] = 2

    n[Hn1 (z

    ) Hn(z)/].

    Reading

    G

    Proof of Lemma 2

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Ifz is at the bottom, but not the corner, of n, then its contribution will be

    1n

    [(+ 2)Hn1 (z) (1 + )Hn(z)] = 1n

    [Hn1 (z) Hn(z)/].

    When z is at the right edge ofn, we obtain

    1

    n[(+ 2)Hn1 (z

    ) (1 + )Hn(z)] = n

    [Hn1 (z) Hn(z)/].

    Finally when z is at the left edge of n, we obtain

    1

    n[(+ 2)Hn1 (z

    ) (1 + )Hn(z)] = 2

    n[Hn1 (z

    ) Hn(z)/].

    Therefore

    n

    [Hn1 (z) Hn(z)/]dz = Jn + O(n) = O(n), (5)

    by (4), where the first O(n) term covers the fact that the z in this equations isa continuous rather than a discrete variable.

    Reading

    G

    Proof of Lemma 2

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Hence

    [Hn1 (z) Hn(z)/]dz = O(n),

    as we wanted.

    Reading

    Group

    Proof of Lemma 2

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Hence

    [Hn1 (z) Hn(z)/]dz = O(n),

    as we wanted.

    By a similar argument we can prove

    [Hn1 (z) Hn2 (z)/2]dz = O(n).

    Reading

    Group

    Some Final Remarks

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    Group

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    This concludes the proof of Cardys formula when the domain D is an

    equilateral triangle.

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    Group

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    p

    Notation

    Cardys

    Formula

    Lemma 1

    Exploration

    Path

    Proof of

    Lemma 1

    Lemma 2

    Conclusion

    Thank you!