louis h. kaufman- biologic
TRANSCRIPT
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BioLogic
Louis H. Kaufman, [email protected]
www.math.uic.edu/~kauffman
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What is the relationshipbetween
logic and biology?
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Classical Aspects:
Self-Reference,Recursion,Imaginary Values.
Symbols andreproducibility ofsymbols.
Separation ofobject and reference.
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The Non-Locality of Impossibility
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K K{K K}K
The Framing ofImaginary Space.
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AAA =
=
=
Hence
=
Fixed Point and Self-Replication
=
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gx = F(xx)
gg = F(gg)
Church-Curry Fixed Point Theorem
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B,x B,x X,x
Building Machine
(x is the blueprint for X)
Let b be the blueprint for B.Then B,b builds itself.
B,b B,b B,b
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Indicative Shift
A B
A refers to B.
#A BA
Then HVF
"HVF"
"#HVF"
After
Before
Suppose that M #.
Then #M #M.
And if g F#,then #g F#g.
self-reference
Godelian self-reference
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M #
# M # M
Self Reference occurs at the Shiftof the Name M of the
Meta-Naming Operator #.
I am theObserved link
Between myselfAndObserving myself.
(Heinz von Foerster)
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In a Nutshell:
Rx ---------> xxthen
RR---------->RR
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replication loops
DNA
DNA
DNA
topo I
topo II
topo II
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DN A =< W|C >
< W| =< ...TT AGAAT AGGTACGCG...|
|C >= |...AATCT TATCCAT GCGC... > .
< W| + E< W|C >= DN A
E+ |C >< W|C >= DN A
< W|C >< W| + E+ |C >=< W|C >< W |C >
DNA =
E = Environment
Self Replication Schematic
DNA is a Self-Replicating Form
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The base pairs are AT (Adenine and Thymine) and GC (Guanine andCytosine). Thus if
< W| =< ...TT AGAAT AGGTACGCG...|
Then|C >= |...AAT CT T AT CCATGCGC... > .
Symbolically we can oversimplify the whole process as
< W| + E< W|C >= DN A
E + |C >< W|C >= DN A
< W|C >< W| + E + |C >=< W|C >< W |C >
This is the formalism of DNA replication.
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OO replicates via
O OO
O
OO
whence
OO
O O
OO
OO
.
The repetition is inherent in the replicand
in the sense that the dual of a formis inherent in the form.
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DNA =
DNA = < E > = DNA DNA.
E is the environment.
E is replaced by >< is an extainer. = < >< >>< >< = >= AB for thenner product of complex vectors A, B H. He also separated the parts ofhe bracket into the bra< A | and the ket |B > . Thus
< A |B >=< A | |B >
Quantum Formalism
Dirac can write the ket-bra |A > < B | = AB.
P= |A> < B ||A >< B | = |A >< B |A > < B |
=< B |A > |A >< B| =< B |A > P .
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If {|C1 >, |C2 >, |Cn >} is an orthonormal basis for H, and Pi = |Ci > we have
|A >=< C1 |A > |C1 > + + < Cn |A > |Cn > .
Hence
< B |A >=< C1 |A >< B |C1 > + + < Cn |A >< B |Cn >
=< B |C1 >< C1 |A > + + < B |Cn >< Cn |A >
=< B | [|C1 >< C1 | + + |Cn >< Cn |] |A >
=< B | 1 |A > .
Sum over Paths (Possibilities)
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n
k=1Pk =
n
k=1|Ck >< Ck | = 1
In the quantum context one may wish to consider the probability of startingin state |A > and ending in state |B > . The square of the probability forthis event is equal to | < B |A > |2. This can be refined if we have moreknowledge. If it is known that one can go from A to Ci (i = 1, , n) andfrom Ci to B and that the intermediate states |Ci > are a complete set oforthonormal alternatives then we can assume that < Ci |Ci >= 1 for each iand that i|Ci >< Ci| = 1. This identity now corresponds to the fact that 1
is the sum of the probabilities of an arbitrary state being projected into oneof these intermediate states.
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We compareE = |C >< W |
and1 = k |Ck >< Ck |.
That the unit 1 can be written as a sum over the intermediate states is an
expression of how the environment (in the sense of the space of possibilities)impinges on the quantum amplitude, just as the expression of the environmentas a soup of bases ready to be paired (a classical space of possibilities) servesas a description of the biological environment. The symbol E = |C > < W|indicated the availability of the bases from the environment to form the com-plementary pairs. The projection operators |Ci >< Ci | are the possibilitiesfor interlock of initial and final state through an intermediate possibility. In
the quantum mechanics the special pairing is not of bases but of a state anda possible intermediate from a basis of states. It is through this commontheme of pairing that the conceptual notation of the bras and kets lets us seea correspondence between such separate domains.
Quantum Formalismand DNA Replication
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Quantum Copies are not Possible
Proof of the No Cloning Theorem. In order to have a quantum processmake a copy of a quantum state we need a unitary mapping U : HHH H where H is a complex vector space such that there is a fixed state|X > H with the property that
U(|X > |A >) = |A > |A >
for any state |A > H. (|A > |B > denotes the tensor product |A > |B > .)Let
T(|A >) = U(|X > |A >) = |A > |A > .
Note that T is a linear function of |A > . Thus we have
T|0 >= |0 > |0 >= |00 >,
T|1 >= |1 > |1 >= |11 >,
T(|0 > +|1 >) = (|0 > +|1 >)(|0 > +|1 >).
But
T(|0 > +|1 >) = |00 > +|11 > .
Hence
|00 > +|11 >= (|0 > +|1 >)(|0 > +|1 >)
= 2|00 > +2|11 > +|01 > +|10 >
From this it follows that = 0. Since and are arbitrary complex numbers,this is a contradiction. 2
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The proof of the no-cloning theorem depends crucially on the linear su-perposition of quantum states and the linearity of quantum process. By thetime we reach the molecular level and attain the possibility of copying DNAmolecules we are copying in a quite different sense than the ideal quantum
copy that does not exist. The DNA and its copy are each quantum states,but they are different quantum states! That we see the two DNA molecules asidentical is a function of how we filter our observations of complex and entan-gled quantum states. Nevertheless, the identity of two DNA copies is certainlyat a deeper level than the identity of the two letters i in the word identity.The latter is conventional and symbolic. The former is a matter of physics andbiochemistry.
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On the Mathematical Side
Each left or right bracket in itself makes a distinction. The two brackets aredistinct from one another by mirror imaging, which we take to be a notational
reflection of a fundamental process (of distinction) whereby two forms areidentical (indistinguishable) except by comparison in the space of an observer.The observer is the distinction between the mirror images. Mirrored pairs ofindividual brackets interact to form either a container
C = {}
or an extainer
E =}{.
{ }
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These new forms combine to make:
CC = {}{} = {E}
and
EE =}{}{=}C{.
It is natural to make the container
the analog of a scalar quantityand make it commute withindividual brackets.
EE =}{}{=}C{= C}{= CE.
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We can also regard EE = {}E as symbolic of the emergence of DNAfrom the chemical substrate. Just as the formalism for reproduction ignores
the topology, this formalism for emergence ignores the formation of the DNAbackbone along which are strung the complementary base pairs. In the bio-logical domain we are aware of levels of ignored structure.
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Simplest Replication
cut
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Topological Replication
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P = AB
A
B
BA = B
A
=
== I
BA = I
Why the topological self-rep worked.
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M Cut[M] = BA
A
B
P = AB
Figure 2.4 - Constructing a new P with PP = P.
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The Algebraic Realm
P = AB
U5 U4 U6
U3 U5 U7
U2 U4 U6 U8
U5 U7
U1 U6
P = U5 U4 U6 U3 U5 U7 U2 U4 U6 U8 U5 U7 U1 U6
P
Figure 2.5 - Writing P as a product of standard generators.
The Temperley Lieb algebraTLn is an algebra over a commutative ring kith generators {1, U1, U2,...,Un1} and relations
U2
i = Ui,
UiUi1Ui = Ui,
UiUj = UjUi, |ij| > 1,
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a b c c b d d a e e
a
b
c
c
b dd
a
e
e
Figure 3 - Secondary Structure
Protein Folding
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A A BB
A
B
A
B
Figure 4 - A Tertiary Structure - < a| < b||a > |b >
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Figure 5 - Proto-Cells of Maturana, Uribe and Varela
In the course of time the catalysts (basically separate from one another dueto lack of bonding) become surrounded by circular forms of bonded or partiallybonded substrate. A distinction (in the eyes of the observer) between inside(near the catalyst) and outside (far from a given catalyst) has spontaneouslyarisen through the chemical rules. Each catalyst has become surrounded bya proto-cell. No higher organism has formed here, but there is a hint of thepossibility of higher levels of organization arising from a simple set of rules ofinteraction. The system is not programmed to make the proto-cells. They arisespontaneously in the evolution of the structure over time.
Arising From a Substrate ofRules and Interactions
Cell Self-Assembly
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Figure 6 - Glider Gun and Gliders
Could the Glider GunArise Spontaneously?
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Other Examples
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Tangle Model: Ernst & Sumners, 1989
DNA Recombination
Topological Processes
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~
~
~
~
K1
K2
K3
K4
K0
~
Figure 28 - Processive Recombination with S= [1/3].
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Summary:
In this paper we have covered a wide ground of ideas related to the founda-tions of mathematics and its relationship with biology and with physics. Thereis much more to explore in these domains. The result of our exploration hasbeen the articulation of a mathematical region that lies in the crack betweenset theory and its notational foundations. We have articulated the concepts ofcontainer and extainer >< and shown how the formal algebras generatedby these forms encompass significant parts of the logic of DNA replication, the
Dirac formalism for quantum mechanics, formalism for protein folding and theTemperley Lieb algebra at the foundations of topological invariants of knotsand links. It is the mathematicians duty to point out formal domains thatapply to a multiplicity of contexts. In this case we suggest that it is just possi-ble that there are deeper connections among these apparently diverse contextsthat are only hinted at in the steps taken so far. The common formalism canact as compass and guide for further exploration.