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“Broadening the knowledge base and supporting the long term professional  sustainability of the Research University Centre of Excellence

at the University of Szeged by ensuring the rising generation of excellent scientists.””

Doctoral School of Mathematics and Computer Science

Stochastic Days in Szeged 26.07.2012.

My collaboration with András:

mathematical and human excerpts Domokos Szász

(Budapest University of Technology and Economics)

TÁMOP‐4.2.2/B‐10/1‐2010‐0012 project

(2)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

My collaboration with Andr´ as Mathematical and human excerpts

Domokos Sz´ asz

Budapest University of Technology

Andr´ as is 70

Szeged, 2013, July 26

(3)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1969-70, Moscow: Acquaintence with Andr´ as

The Hungarian gang: Andr´as, M´alyusz, Szemer´edi and other grads and undergrads.

Late night walks in the woods around Lomonosov University.

Exchanging ideas what we had heard, learnt, and also about everything, in general.

Great concerts.

Playing the recorder: Bach, Schubert, Mozart, Bart´ok, Haydn, etc.

A moment: M´alyusz writing the notes of Iv´an Szenes’s ”Kisl´any a zongor´an´al” (Winner of Dance Song Festival, 1968) onto the door of garderobe of my room, and by M´alyusz himself directing our blockfl¨ote duo: alto and soprano.

(4)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1969-70, Moscow: Acquaintence with Andr´ as

The Hungarian gang: Andr´as, M´alyusz, Szemer´edi and other grads and undergrads.

Late night walks in the woods around Lomonosov University.

Exchanging ideas what we had heard, learnt, and also about everything, in general.

Great concerts.

Playing the recorder: Bach, Schubert, Mozart, Bart´ok, Haydn, etc.

A moment: M´alyusz writing the notes of Iv´an Szenes’s ”Kisl´any a zongor´an´al” (Winner of Dance Song Festival, 1968) onto the door of garderobe of my room, and by M´alyusz himself directing our blockfl¨ote duo: alto and soprano.

(5)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1969-70, Moscow: Acquaintence with Andr´ as

The Hungarian gang: Andr´as, M´alyusz, Szemer´edi and other grads and undergrads.

Late night walks in the woods around Lomonosov University.

Exchanging ideas what we had heard, learnt, and also about everything, in general.

Great concerts.

Playing the recorder: Bach, Schubert, Mozart, Bart´ok, Haydn, etc.

A moment: M´alyusz writing the notes of Iv´an Szenes’s ”Kisl´any a zongor´an´al” (Winner of Dance Song Festival, 1968) onto the door of garderobe of my room, and by M´alyusz himself directing our blockfl¨ote duo: alto and soprano.

(6)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(7)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(8)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(9)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(10)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(11)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(12)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(13)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Origins of the Budapest School in StatPhys

1970: Druskininkai Probability Meeting, Dobrushin’s talk on Markov random fields

1971: Pyaticky-Shapiro: Interacting Particle Systems (Toom’s automata, etc.)

1972: Koml´os: Holley Inequality from Mittag-Leffler Institute 1972: Study group in MathInst on Preston: Gibbs States on Countable Sets(organized jointly w. J. K¨orner)

Moscow visits at Dobrushin-Sinai schools (Kr´amli (1970-73), Fritz (1975-76), Sz´asz (1975))

1976, June: Sinai’s 6 day Spring School in MathInst on Rigorous Theory of Phase Transitions

Subsequent Lecture Notes ms by Fritz, Kr´amli, Major and Sz´asz

Method: Start of StatPhys seminars in MathInst

(14)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1979: Sinai’s chat in Luk´acs swimming pool w. Andr´as, Borya Gurevich and myself on Bunimovich-Sinai, 1980-81:

Convergence of diffusively scaled Lorentz process to Wiener (Markov partition of S-billiard, subexp. corr. decay)

1979-: Joint efforts w. Andr´as to understand and to apply it 1979: Bad Tatzmannsdorf & 1981: 3 months in Moscow 1982-83: first joint results:

Convergence to equilibrium of Lorentz process (Haar-Riesz Memorial Conf., 1982) (KSz)

perturbative methods `a la K. O. Friedrichs, Perturbation of Spectra in Hilbert Space (1965).

CMP, 1983: Convergence of diffusively scaled Lorentz process to Wiener via perturbation theory (KSz)

ZW, 1983: local CLT for RWwIS (Nagaev, 1957, Guivarch-Hardy, 1988) (KSz)

CMP, 1985: The problem of recurrence for Lorentz processes.

(KSz)

(15)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1979: Sinai’s chat in Luk´acs swimming pool w. Andr´as, Borya Gurevich and myself on Bunimovich-Sinai, 1980-81:

Convergence of diffusively scaled Lorentz process to Wiener (Markov partition of S-billiard, subexp. corr. decay)

1979-: Joint efforts w. Andr´as to understand and to apply it 1979: Bad Tatzmannsdorf & 1981: 3 months in Moscow 1982-83: first joint results:

Convergence to equilibrium of Lorentz process (Haar-Riesz Memorial Conf., 1982) (KSz)

perturbative methods `a la K. O. Friedrichs, Perturbation of Spectra in Hilbert Space (1965).

CMP, 1983: Convergence of diffusively scaled Lorentz process to Wiener via perturbation theory (KSz)

ZW, 1983: local CLT for RWwIS (Nagaev, 1957, Guivarch-Hardy, 1988) (KSz)

CMP, 1985: The problem of recurrence for Lorentz processes.

(KSz)

(16)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1979: Sinai’s chat in Luk´acs swimming pool w. Andr´as, Borya Gurevich and myself on Bunimovich-Sinai, 1980-81:

Convergence of diffusively scaled Lorentz process to Wiener (Markov partition of S-billiard, subexp. corr. decay)

1979-: Joint efforts w. Andr´as to understand and to apply it 1979: Bad Tatzmannsdorf & 1981: 3 months in Moscow 1982-83: first joint results:

Convergence to equilibrium of Lorentz process (Haar-Riesz Memorial Conf., 1982) (KSz)

perturbative methods `a la K. O. Friedrichs, Perturbation of Spectra in Hilbert Space (1965).

CMP, 1983: Convergence of diffusively scaled Lorentz process to Wiener via perturbation theory (KSz)

ZW, 1983: local CLT for RWwIS (Nagaev, 1957, Guivarch-Hardy, 1988) (KSz)

CMP, 1985: The problem of recurrence for Lorentz processes.

(KSz)

(17)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1979: Sinai’s chat in Luk´acs swimming pool w. Andr´as, Borya Gurevich and myself on Bunimovich-Sinai, 1980-81:

Convergence of diffusively scaled Lorentz process to Wiener (Markov partition of S-billiard, subexp. corr. decay)

1979-: Joint efforts w. Andr´as to understand and to apply it 1979: Bad Tatzmannsdorf & 1981: 3 months in Moscow 1982-83: first joint results:

Convergence to equilibrium of Lorentz process (Haar-Riesz Memorial Conf., 1982) (KSz)

perturbative methods `a la K. O. Friedrichs, Perturbation of Spectra in Hilbert Space (1965).

CMP, 1983: Convergence of diffusively scaled Lorentz process to Wiener via perturbation theory (KSz)

ZW, 1983: local CLT for RWwIS (Nagaev, 1957, Guivarch-Hardy, 1988) (KSz)

CMP, 1985: The problem of recurrence for Lorentz processes.

(KSz)

(18)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

1979: Sinai’s chat in Luk´acs swimming pool w. Andr´as, Borya Gurevich and myself on Bunimovich-Sinai, 1980-81:

Convergence of diffusively scaled Lorentz process to Wiener (Markov partition of S-billiard, subexp. corr. decay)

1979-: Joint efforts w. Andr´as to understand and to apply it 1979: Bad Tatzmannsdorf & 1981: 3 months in Moscow 1982-83: first joint results:

Convergence to equilibrium of Lorentz process (Haar-Riesz Memorial Conf., 1982) (KSz)

perturbative methods `a la K. O. Friedrichs, Perturbation of Spectra in Hilbert Space (1965).

CMP, 1983: Convergence of diffusively scaled Lorentz process to Wiener via perturbation theory (KSz)

ZW, 1983: local CLT for RWwIS (Nagaev, 1957, Guivarch-Hardy, 1988) (KSz)

CMP, 1985: The problem of recurrence for Lorentz processes.

(KSz)

(19)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

HEAT CONDUCTION

ZW, 1984. RWwIS II: First-hitting probabilities (spectral theory of matrix polynomials) (KSz)

ZW, 1986, RWwIS III: Stationary probabilities (KSSz!) JSP, 1987: Heat conduction in caricature models of the Lorentz gas. (KSSz)

A semi-phenomenological model `a la Eckmann-Young and Lin-Young

(20)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

HEAT CONDUCTION

ZW, 1984. RWwIS II: First-hitting probabilities (spectral theory of matrix polynomials) (KSz)

ZW, 1986, RWwIS III: Stationary probabilities (KSSz!) JSP, 1987: Heat conduction in caricature models of the Lorentz gas. (KSSz)

A semi-phenomenological model `a la Eckmann-Young and Lin-Young

(21)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

HEAT CONDUCTION

ZW, 1984. RWwIS II: First-hitting probabilities (spectral theory of matrix polynomials) (KSz)

ZW, 1986, RWwIS III: Stationary probabilities (KSSz!) JSP, 1987: Heat conduction in caricature models of the Lorentz gas. (KSSz)

A semi-phenomenological model `a la Eckmann-Young and Lin-Young

(22)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

BILLIARDS (Entering into the mystery of the theory)

N. B.: 1987, Chernov-Sinai: Fundamental theorem for semi-dispersing billiards

CMP, 1989: Dispersing billiards without focal points on surfaces are ergodic (grandfathers) (KSSz)

Nonlinearity, 1989: Ergodic properties of semi-dispersing billiards. I. Two cylindric scatterers in the 3-D torus.

(Ball-avoiding theorem, topological dimension theory, geometry and topology) (KSSz)

CMP, 1990: A ‘Transversal’ Fundamental Theorem for Semi-Dispersing Billiards. (KSSz)

Ann. Math. 1991: The K-Property of Three Billiard Balls.

(geometric-algebraic hocus pocus)(KSSz)

CMP, 1992: The K-Property of Four Billiard Balls.

(enhanced ball-avoiding and hocus pocus)(KSSz)

(23)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

BILLIARDS (Entering into the mystery of the theory)

N. B.: 1987, Chernov-Sinai: Fundamental theorem for semi-dispersing billiards

CMP, 1989: Dispersing billiards without focal points on surfaces are ergodic (grandfathers) (KSSz)

Nonlinearity, 1989: Ergodic properties of semi-dispersing billiards. I. Two cylindric scatterers in the 3-D torus.

(Ball-avoiding theorem, topological dimension theory, geometry and topology) (KSSz)

CMP, 1990: A ‘Transversal’ Fundamental Theorem for Semi-Dispersing Billiards. (KSSz)

Ann. Math. 1991: The K-Property of Three Billiard Balls.

(geometric-algebraic hocus pocus)(KSSz)

CMP, 1992: The K-Property of Four Billiard Balls.

(enhanced ball-avoiding and hocus pocus)(KSSz)

(24)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

BILLIARDS (Entering into the mystery of the theory)

N. B.: 1987, Chernov-Sinai: Fundamental theorem for semi-dispersing billiards

CMP, 1989: Dispersing billiards without focal points on surfaces are ergodic (grandfathers) (KSSz)

Nonlinearity, 1989: Ergodic properties of semi-dispersing billiards. I. Two cylindric scatterers in the 3-D torus.

(Ball-avoiding theorem, topological dimension theory, geometry and topology) (KSSz)

CMP, 1990: A ‘Transversal’ Fundamental Theorem for Semi-Dispersing Billiards. (KSSz)

Ann. Math. 1991: The K-Property of Three Billiard Balls.

(geometric-algebraic hocus pocus)(KSSz)

CMP, 1992: The K-Property of Four Billiard Balls.

(enhanced ball-avoiding and hocus pocus)(KSSz)

(25)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

BILLIARDS (Entering into the mystery of the theory)

N. B.: 1987, Chernov-Sinai: Fundamental theorem for semi-dispersing billiards

CMP, 1989: Dispersing billiards without focal points on surfaces are ergodic (grandfathers) (KSSz)

Nonlinearity, 1989: Ergodic properties of semi-dispersing billiards. I. Two cylindric scatterers in the 3-D torus.

(Ball-avoiding theorem, topological dimension theory, geometry and topology) (KSSz)

CMP, 1990: A ‘Transversal’ Fundamental Theorem for Semi-Dispersing Billiards. (KSSz)

Ann. Math. 1991: The K-Property of Three Billiard Balls.

(geometric-algebraic hocus pocus)(KSSz)

CMP, 1992: The K-Property of Four Billiard Balls.

(enhanced ball-avoiding and hocus pocus)(KSSz)

(26)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

BILLIARDS (Entering into the mystery of the theory)

N. B.: 1987, Chernov-Sinai: Fundamental theorem for semi-dispersing billiards

CMP, 1989: Dispersing billiards without focal points on surfaces are ergodic (grandfathers) (KSSz)

Nonlinearity, 1989: Ergodic properties of semi-dispersing billiards. I. Two cylindric scatterers in the 3-D torus.

(Ball-avoiding theorem, topological dimension theory, geometry and topology) (KSSz)

CMP, 1990: A ‘Transversal’ Fundamental Theorem for Semi-Dispersing Billiards. (KSSz)

Ann. Math. 1991: The K-Property of Three Billiard Balls.

(geometric-algebraic hocus pocus)(KSSz)

CMP, 1992: The K-Property of Four Billiard Balls.

(enhanced ball-avoiding and hocus pocus)(KSSz)

(27)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Highly intellectual and cultured, absolutely cosmopolitan, most clearly and originally thinking and living, enthusiastic and warm personality.

Strong influence on all he has contact with.

Impressionists (Vienna, Spanische Reiterschule: Renoir) Schnittke, Janacek

(28)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Musil: The Man without Qualities (1930-42).

. . . man erh¨alt eine station¨are Reihe oder eine

Verteilungsfunktion, man berechnet das Mass der Schwankung, diemittlere Abweichung, das Mass der Abweichung von einem beliebigen Wert,den Zentralwert, den Normalwert, den

Durchschnittswert,die Dispersionund so weiter und untersucht mit allen solchen Begriffen das gegebene Vorkommen.

Sie kennen sicher diese Beispiele aus irgendeiner Vorlesung ¨uber Gesellschaftslehre. Etwadie Statistik der Ehescheidungen in Amerika. Oder das Verh¨altnis zwischen Knaben- und

M¨adchengeburten, das ja eine der konstantesten Verh¨altniszahlen ist.

Man nennt das etwas schleierhaftdas Gesetz der großen Zahlen.

Ich mache Ihnen einen Vorschlag, Gerda. Nehmen wir an, dass es im Moralischen genau so zugehe wiein der kinetischen

Gastheorie: alles fliegt regellos durcheinander, jedes macht, was es will, aber wenn man berechnet, was sozusagen keinen Grund hat, daraus zu entstehen, so ist es gerade das, was wirklich entsteht!

(29)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Musil: The Man without Qualities (1930-42).

. . . man erh¨alt eine station¨are Reihe oder eine

Verteilungsfunktion, man berechnet das Mass der Schwankung, diemittlere Abweichung, das Mass der Abweichung von einem beliebigen Wert,den Zentralwert, den Normalwert, den

Durchschnittswert,die Dispersionund so weiter und untersucht mit allen solchen Begriffen das gegebene Vorkommen.

Sie kennen sicher diese Beispiele aus irgendeiner Vorlesung ¨uber Gesellschaftslehre. Etwadie Statistik der Ehescheidungen in Amerika. Oder das Verh¨altnis zwischen Knaben- und

M¨adchengeburten, das ja eine der konstantesten Verh¨altniszahlen ist.

Man nennt das etwas schleierhaftdas Gesetz der großen Zahlen.

Ich mache Ihnen einen Vorschlag, Gerda. Nehmen wir an, dass es im Moralischen genau so zugehe wiein der kinetischen

Gastheorie: alles fliegt regellos durcheinander, jedes macht, was es will, aber wenn man berechnet, was sozusagen keinen Grund hat, daraus zu entstehen, so ist es gerade das, was wirklich entsteht!

(30)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Musil: The Man without Qualities (1930-42).

. . . man erh¨alt eine station¨are Reihe oder eine

Verteilungsfunktion, man berechnet das Mass der Schwankung, diemittlere Abweichung, das Mass der Abweichung von einem beliebigen Wert,den Zentralwert, den Normalwert, den

Durchschnittswert,die Dispersionund so weiter und untersucht mit allen solchen Begriffen das gegebene Vorkommen.

Sie kennen sicher diese Beispiele aus irgendeiner Vorlesung ¨uber Gesellschaftslehre. Etwadie Statistik der Ehescheidungen in Amerika. Oder das Verh¨altnis zwischen Knaben- und

M¨adchengeburten, das ja eine der konstantesten Verh¨altniszahlen ist.

Man nennt das etwas schleierhaftdas Gesetz der großen Zahlen.

Ich mache Ihnen einen Vorschlag, Gerda. Nehmen wir an, dass es im Moralischen genau so zugehe wiein der kinetischen

Gastheorie: alles fliegt regellos durcheinander, jedes macht, was es will, aber wenn man berechnet, was sozusagen keinen Grund hat, daraus zu entstehen, so ist es gerade das, was wirklich entsteht!

(31)

Acquaintence Budapest school Starting with billiards Heat conduction Hard Balls Andr´as

Musil: The Man without Qualities (1930-42).

. . . man erh¨alt eine station¨are Reihe oder eine

Verteilungsfunktion, man berechnet das Mass der Schwankung, diemittlere Abweichung, das Mass der Abweichung von einem beliebigen Wert,den Zentralwert, den Normalwert, den

Durchschnittswert,die Dispersionund so weiter und untersucht mit allen solchen Begriffen das gegebene Vorkommen.

Sie kennen sicher diese Beispiele aus irgendeiner Vorlesung ¨uber Gesellschaftslehre. Etwadie Statistik der Ehescheidungen in Amerika. Oder das Verh¨altnis zwischen Knaben- und

M¨adchengeburten, das ja eine der konstantesten Verh¨altniszahlen ist.

Man nennt das etwas schleierhaftdas Gesetz der großen Zahlen.

Ich mache Ihnen einen Vorschlag, Gerda. Nehmen wir an, dass es im Moralischen genau so zugehe wiein der kinetischen

Gastheorie: alles fliegt regellos durcheinander, jedes macht, was es will, aber wenn man berechnet, was sozusagen keinen Grund hat, daraus zu entstehen, so ist es gerade das, was wirklich entsteht!

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