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Notes

[Notebook: DB 59 Draughts]

[Sunday 11 June 2006 - Saturday 17 June 2006]

[page 10]

Sunday 11 June 2006

Instead of using the introspected working of the mind as an heuristic for the nature of the world, we use the idea of invariance with respect to complexity. When we come to ask how does the Universe increase in entropy, we ask how does a network increase its entropy or how does a village increase its entropy? In each case, we shall say, by copying, by adding a new individual we increase the entropy of the whole by the new communication links so generated by the 1 new one to the n existing ones. We see here a mechanism for the progress of the Universe by going from 1 dimensional (scalar) dust to ordered sets of the dust. Let us consider each grain of dust (in spacetime) to embody quantum o action.

How do we create: by shaping the existing (I am making this reservoir of ink into a series of curly lines on paper).

The theory of everything (x) asserts that the model (x) is true, ie fits the observations.

[page 11]

Gravitation tells us something about the growth and pruning of networks. Special relativity : the effects of delay on the communication between inertial frames; General relativity : the effects of network traffic on the shape of the network. Potential : a new node to communicate with (felt romantically 'across a crowded room'.)

. . .

COMMUNICATION = COPYING

Where best to invest : in increasing the entropy of the elements, or in increasing the number of elements in a string to optimize the error free communication of a given quantity of information? Go for binary (Gatlin?) Gatlin Gatlin

. . .

Stress energy tensor: flow of momentum = flow of entropy/information given Landauer's requirement that all information is encoded physically.

. . .

A neural network is characterized by the algorithms it uses to evolve its states.

[page 11a]

Whatever contribution I might be making to human literature, I at least know that it is a product of my particular instance of the human body and its networks, most importantly my central nervous system.

Gravitation is the ground state, the bottom physical layer of all networks. The constraints on the transmission of meaningless symbols. Then we add further constraints to get the other fields. For afield is a protocol that holds throughout a network, ie electron field, photon field, which in some way constrains the transmission (birth, life and death) of particles. I am a network process with a birth and a death.

Woolf Orlando page 195: 'For what more terrifying revelation can there be than that it is the present moment.' Woolf

LOCAL = HERE & NOW

The gravitation protocol holds for all communications, and subsequent protocols (with much higher coupling constants) are built upon it.

The Christian god, the way it was conceived, has yielded the industrial power of the Christian west underpinned by the huge productivity resulting from fossil fuels and science based design. Noble

Woolf page 201 superposition: 'The selves of which we are built up, one on top of another, are plates piled on a waiter's hand, have attachments elsewhere,

[page 11b]

sympathies, little constitutions and rights of their own, call them what you will (and for many things there is no name) so that one will only come if it is raining, another in a room with green curtains, another when Mrs Jones is not there, another if you can promise it a glass of wine - and so on; for everybody can multiply from his own experience the different terms which his different selves have made with him - and some are too wildly ridiculous to be mentioned in print at all.

What we would like to say is 'Quantum field theory describes network computation'.

Quantum mechanics - 4 postulates

1. state space
2. Unitary evolution
3. measurement
4. Composition.

Monday 12 June 2006

Springel et al, Nature 440:1140 27 April 2006 Springel

Could the 'Lambda Cold Dark Matter' model be wrong in a significant way, requiring a fundamental revision.

'Perhaps the deepest reason to be suspicious of the paradigm is the apparent presence of a dark energy field that contribute ~70% of the Universe's content and has, for the past five billion years or so driven an accelerated cosmic expansion. Dark energy is problematic from a field theoretic point of view. [S Weinberg, The cosmological constant problem, Rev Mod Phys, 61 1-23 (1989)] Weinberg

[page 12]

Springel page 1140: 'The simplest scenario would ascribe a vacuum energy to quantum loop corrections at the Planck scale, hc5/G, which is of the order of 1019 GeV, where gravity should unify with the other fundamental forces. This is more than 120 orders of magnitude larger than the value required by cosmology. Postulating instead a connection to the energy scale of quantum chromodynamics would still leave a discrepancy of some 40 orders of magnitude. A cosmological dark energy field that is so unnaturally small compared with these particle physics scales is a profound mystery.'

Theory of everything must apply at all scales of everything.

Pythagoreans: Tredennick Met I-IX page xv (2) '[The] community of nature between God and the human soul implied an analogy between macrocosm and microcosm; the same principle of order constitutes the essential nature of the Universe (considered as a living organism) and of a particular creature.' Aristotle

'What is' for any entity in the Universe = what is communicated (observed)

Constraints on the nature and frequency of emission and absorption of particles are constraints on communication.

'desire to know' is Aristotle's archetypal potential, carried over into Lonergan, which we see as a consequence of the 'desire to live' cf Wicksteed, Physics I-IV page lxx. Aristotle

Quantum mechanics = set of algorithms for modelling the world : theory of everything.

The particulate nature of communication demonstrated by the

[page 13]

large catalogue of signalling molecules that control the operations of biological life, and the modifications of these molecules and their receptors which constitute the causes of 'molecular diseases'. . . .

So we wish to show that the transfinite network has features which are to be seen in our world.

Can we say that the Universe moves as it does in order to maximize entropy/energy by cooling and expanding?

ie maximizing the complexity of configurations that can be sustained by a given flow of energy/entropy. So the development of life on earth can be seen as a feature of the expansion of the Universe.

We propose that quantum mechanics and relativity can be unified in entropy space than in energy space.

Inertial frames communicating by exchange of particles are the stuff of quantum field theory, and this paradigm is used to explain attractive rather than repulsive forces. [attraction implies that potential decreases with closeness].

Can we say that Lorentz transformations are themselves quantized because they are performed in nature by something like a Turing machine (deterministic? ish?).

The local structure of the number line is in some ways invariant.

[page 14]

LOCAL ENTROPY is a function of communication rate and entropy density (memory density/access time) Temperature may vary from 1/ℵ0 to ℵ0.

Entropy gains on energy via the ordered set.

The size of a society is measured by the size of the network of trust. And who can you trust? Whoever has an error rate low enough for your system to deal with.

Is the Universe driven by information, energy or both? Energy is the rate of processing information. The fact that the Universe preserves unitarity seems to indicate that entropy is as important as energy, and what we are trying to do in quantum mechanics is find the relationship between them, ie how much energy is associated with a given amount of information.

Tuesday 13 June 2006

. . .

The 'right' to be heard implies (both way, ie identity) the 'duty' to speak. I feel quite good about this, although the grail often seems as distant and unattainable as ever (although when we get it, it will only be a

[page 15]

string of 10 000 or so symbols embracing a central relationship like x' = Lorentz transformation (x(, G = 8 pi T, F = ma, etc.

Consider the electron in a Bohr hydrogen atom. By the time it gets to the [quantum state represented by] n = ℵ0, it has angular momentum ℵ0 x h bar and the energy difference between [successive] states is about 1/ℵ0 (since in the alephs, h bar [planck's constant] is no big deal). Moving between states, it will emit and absorb photons whose wavelength is the size of the Universe. Of course it might have been disturbed well before this (even if it is alone in the Universe) by its own gravitational field or (if not alone) by the photon field in its vicinity.

Particle = message.

gauge theory = the entropy change in emitter and absorber [source] is equal to the entropy of the particle. Is this guaranteed by unitarity of cooperation and annihilation operators? Example the quantum harmonic oscillator.

The Theology Company: founded to research and propagate a plan for the world, or at least a plan for a plan for . . . . Which is really just to apply scientific method instead of warlordism based on some divine mandate. TTC operate at three levels, personal, theological and religious.

How do we measure the entropy of a particle? By looking at its source, to see how big its alphabet is.

Landauer: all information is coded physically and interacts physically. Landauer

[page 16]

Wednesday 14 June 2006

Potential converts (maps) information to energy. So the potential set up by the nucleus of the hydrogen atom determines the energy of the different symbols ([transitions between] energy levels) represented by an electron. Einstein's general covariance tells us that the relationships between a set of general symbols are independent of how we choose to represent thee relationships. So how do we leap from the meaning of the Universe to shape of the Universe : general relativity,

 

McLuhan: medium is message / message is medium. McLuhan

Gravitation is both medium and message, the fundamental ordering principle of the Universe.

General relativity: conservation of energy
Quantum mechanics: conservation of entropy [unitarity]

In a scalar configuration space energy (action?) = entropy? In more complex configuration space, the relationship is something like entropy > energy.

On these cold mornings, some of my time is spent configuring the fuel in my fireplace so that it burns at the required rate : equivalent to controlling a nuclear reactor by moving the fuel about. What we seek is a chain reaction as a certain rate with zero growth, ie constant power = energy conversion (in my case mostly from chemical into radiant) per second. Ie we are changing the configuration that contains the energy.

[page 17]

The difference between a state of motion and a state of rest (in our analysis at least) is that a state of motion may be considered as a (local) time ordered set of states of rest. A state of rest, from our formal point of view, is that something that can be represented by a state vector, which we here imagine simply as an ordered string of symbols, exactly analogous, for instance, to a word, sentence, book, etc. So our representation of a state of motion is kinematic rather like a movie film. In the kinematic representation the whole film, taken as a unit, is a state of rest. it doe snot move in itself, and can be shipped from theatre to theatre for exhibition. it is exhibited a frame at a time, and because of the way the human visual system works, appears as a continuous flow rather than a flickering of incidents.

IIt is clear from this description that the representations of states of motion are much more complex than representations of states of rest. Symbolically, the creation of states of motion may be imagined as permuting the symbols of a certain alphabet that represents states of rest. If we use the natural numbers as our archetypal states of rest, the continuum that we construct from them may be considered a state of motion. Since Cantor predicted an endless hierarchy of transfinite numbers beyond ℵ1, the 'classical continuum' (but see Cohen), we can go on constructing new states of motion as long as we like. Cohen As with our original film, each subsequent state of motion represents a subsequent instant in local time as Aristotle said, the number of motion with respect to before and after. Aristotle 220a25

[page 18]

Now this discussion sounds a bit like quantum mechanics. Here we represent states of motion (or rest) by little arrows of unit length pointing in different directions in a vector space with finite, countably infinite or a transfinite number of dimensions. Feynman Although the little arrow is a simple thing (electively a point) it carries as much information as the entropy of the space in which we place it.

In quantum mechanics, the little arrows rotate at a frequency proportional to the energy of the state they represent. A state of zero energy is completely static (formal) and may be taken as the equivalent of a state of rest (no matter how complex, ie no matter how many states of motion are encoded within it.

We have given a kinematic description of motion and stillness, now we turn to dynamics, which explains why things change. We model dynamics by letting the little arrows (vectors or functions in Hilbert space) interact. We may find that dynamics constrains the set of kinematically representable states to a certain subset. Kinematically, a film of pure noise (like an unturned TV) is indistinguishable from a passionate love story. We who feel the dynamics behind the image, know what is really going on when all those atoms move as they do,

Quantum mechanics rests on four postulates. Nielsen and Chuang 1> state space (discussed) 2. unitary evolution 3. 'measurement' 4. composition . . .

[page 19]

Gravitation describes a dynamic Universe that has grown from a point to unlimited size, rather like the transfinite numbers. As Shannon pointed out, increased structure puts things further apart, making them more clearly defined so that more structure can be built on them. Pierce

We stop motion by making the space bigger. The kinematic view of motion embodied in differential and integral calculus has been the key to physics since Newton (1642 -1727), Who we may represent as an arrow rotating in an environment with a cross section to communicate with the environment going 0 - 1 - 0 [ie not alive, alive, not alive] The cross section for interaction is 1 when the target particle envelops one like a sphere, or any other closed surface.

Every state is embodied in a particle, a state of motion by a set of particles in motion, eg hydrogen molecule.

Lo page 37: Every entangled state, of any number n of remote subsystems, is nonlocal.' Lo, Popescu and Spiller

May be a . . . gone. Maybe it will come back.

Particle: born, propagates, dies.

What are the dynamic constraints: conservation of energy, momentum, angular momentum and entropy [unitarity]. The Universe we see is random input constrained by these (and other) symmetries.

Hilbert space --> coding --> spacetime --> Hilbert space.

[page 20]

. . .

Shannon: error free = no confusion = no overlap = orthogonal.

Veltman page 35: 'Now that we are clear about the meaning of states and their representation in Hilbert space we can now process and postulate equations that Will describe particles in interactions. Experiments must then decide which equations describe nature. Of course whatever we postulate, it will be within the framework of Lorentz invariant quantum mechanics. Only a limited degree of freedom is left.' Veltman

Lagrangians, Feynman diagrams etc are all algorithms or protocols for communication between fundamental particles.

. . .

Thursday 15 June 2006
Friday 16 June 2006
Saturday 17 June 2006

We represent the world with vectors and matrices. In practical terms, a Lorentz transformation is a matrix. Put a 4-vector in and you get another one out: what the local state would look like if . . . it was moving at a certain velocity relative to us.

[page 21]

Null geodesic in spacetime is the distance between any two points communicating at the velocity of light: they are in effect in the same place. The same, we say, is true of all other communications when we substitute the relevant velocity of communication for c.

What doe the masslessness of the photon mean? We assume that particles with mass have internal process whose bandwidth is a function of their mass H = mc2/ h.

Bandwidth = entropy / time. Entropy is a scalar, so the unit of bandwidth is 'per time' = frequency.

Rest mass implies velocity < velocity of light. There exists a Lorentz transformation which brings a massive photon to rest. No so for the massless photon. There is no rest frame for a photon.

Veltman: 'There is a more explicit difference [between massless and massive particles]. A photon is a particle with spin one, and in its rest frame such a massive particle has three polarization states. By suitable rotations any state can be rotated into any other. A massless photon has only two polarization states, namely along or opposite the direction of motion. Moreover, they are independent. One cannot rotate one into the other. To rotate one into the other requires an axis of rotation perpendicular to the direction of motion of the photon; such a rotation, however, also reverses the direction of motion of the photon and spin along that direction remains spin along that direction. In conclusion the massive and massless case are vastly different.'

The photon has no internal pressing. It is not, then, an independent particle, but a manifestation of the universal

[page 22]

system at work.

General covariance : every explanation requires a frame of reference.

One may surmise that Parmenides, Plato and their ilk were led to postulate an unchanging reality in order to retain the possibility of certain human knowledge.

The dynamic point of view changes that. Now we require (Nyquist's theorem) that our knowledge is updated at twice the maximum frequency of change of the known for the knowledge to adequately track reality and so remain 'true'. Nyquist This brings Einstein's relativity into the centre of the theory of knowledge, not just for people, but for all the other particles which guide their behaviour by knowledge of their environment, eg atoms, bacteria, galaxies, everything.

Related sites

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Further reading

Books

Click on the "Amazon" link below each book entry to see details of a book (and possibly buy it!)

Aristotle, and H Tedennick (translator), Metaphysics I-IX , Harvard University Press, William Heinemann 1980 Introduction: "[Aristotle] felt that there must be a regular system of sciences, each concerned with a different aspect of reality. At the same time it was only reasonable to suppose that there was a supreme science which was more ultimate, more exact, more truly Wisdom than the others. The discussion of ths science - Wisdom, Primary Philosophy or Theology, as it is variously called - and of its scope, forms the subject of the Metaphysics' page xxv. 
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Aristotle, and P H Wickstead and F M Cornford, translators, Physics books V-VIII, Harvard University Press,William Heinemann 1980 Introduction: 'Simplicius tells us that Books I - IV of the Physics were referred to as the books Concerning the Principles, while Books V - VIII were called On Movement. The earlier books have, in fact, defined the things which are subject to movement (the contents of the physical world) and analyzed certain concepts - Time, Place and so forth - which are involved in the occurrence of movement.' Book V is a further intoduction to the detailed analysis in Books VI - VIII. Book VI deals with continuity, Book VII is an introductory study for Book VIII, which brings us to the conclusion that all change and motionin the unvierse are ultimately caused by a Prime Mover which is itself unchanging and unmoved and which has neither magnitude nor parts, but is spiritual and not in space. 
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Ashby, W Ross, An Introduction to Cybernetics, Methuen 1964 'This book is intended to provide [an introduction to cybernetics]. It starts from common-place and well understood concepts, and proceeds step by step to show how these concepts can be made exact, and how they can be developed until they lead into such subjects as feedback, stability, regulation, ultrastability, information, coding, noise and other cybernetic topics' 
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Cohen, Paul J, Set Theory and the Continuum Hypothesis, Benjamin/Cummings 1966-1980 Preface: 'The notes that follow are based on a course given at Harvard University, Spring 1965. The main objective was to give the proof of the independence of the continuum hypothesis [from the Zermelo-Fraenkel axioms for set theory with the axiom of choice included]. To keep the course as self contained as possible we included background materials in logic and axiomatic set theory as well as an account of Gödel's proof of the consistency of the continuum hypothesis. ..' (i) 
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Gatlin, Lila L, Information Theory and the Living System, Columbia University Press 1972 Chapter 1: 'Life may be defined operationally as an information processing system -- a structural hierarchy of functioning units -- that has acquired through evolution the ability to store and process the information necessary for its own accurate reproduction. The key word in the definition is information. This definition, like all definitions of life, is relative to the environment. My reference system is the natural environment we find on this planet. However, I do not think that life has ever been defined even operationally in terms of information. This entire book constitutes a first step towar dsuch a definition.' 
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Jung, Carl G , and M-L von Franz, Joseph L Henderson, Jolande Jacobi, Aniela Jaffe, Man and His Symbols, Doubleday 1964 back
Klir, Jiri, and Miroslav Valach, Cybernetic Modelling, Iliffe, SNTL 1965, 1967 Preface: 'The principal purpose of this book is to show the part played by cybernetic modelling in the solution of problems common to the animate and inanimate world. The system, its behaviour and structure are used here as fundamental concepts forming the basis of a wide approach that utilizes the model as a methodological instrument. ...' J Klir and M Valach, Prague, 1965.back
Kuhn, Thomas S, Black-Body Theory and the Quantum Discontinuity 1894-1912, University of Chicago Press 1987 Jacket: '[This book] traces the emergence of discontinuous physics during the early years of this century. Breaking with historiographic tradition, Kuhn maintains that, though clearly due to Max Planck, the concept of discontinuous energy change does not originate in his work. Instead it was introduced by physicists trying to understand the success of his brilliant new theory of black-body radiation.' 
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Lo, Hoi-Kwong, and Tim Spiller, Sandra Popescu, Introduction to Quantum Computation and Information, World Scientific 1998 Jacket: 'This book provides a pedagogical introduction to the subjects of quantum information and computation. Topics include non-locality of quantum mechanics, quantum computation, quantum cryptography, quantum error correction, fault tolerant quantum computation, as well as some experimental aspects of quantum computation and quantum cryptography. A knowledge of basic quantum mechanics is assumed.' 
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McLuhan, Marshall, and Quentin Fiore, The Medium is the Massage: An Inventory of Effects, Gingko Press; 2005 Editorial Reviews Amazon.com 'The Medium is the Massage is Marshall McLuhan's most condensed, and perhaps most effective, presentation of his ideas. Using a layout style that was later copied by Wired, McLuhan and coauthor/designer Quentin Fiore combine word and image to illustrate and enact the ideas that were first put forward in the dense and poorly organized Understanding Media. McLuhan's ideas about the nature of media, the increasing speed of communication, and the technological basis for our understanding of who we are come to life in this slender volume. Although originally printed in 1967, the art and style in The Medium is the Massage seem as fresh today as in the summer of love, and the ideas are even more resonant now that computer interfaces are becoming gateways to the global village.'  
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Misner, Charles W, and Kip S Thorne, John Archibald Wheeler, Gravitation, Freeman 1973 Jacket: 'Einstein's description of gravitation as curvature of spacetime led directly to that greatest of all predictions of his theory, that the Universe itself is dynamic. Physics still has far to go to come to terms with this amazing fact and what it means for man and his relation to the Universe. John Archibald Wheeler. ... this is a book on Einstein's theory of gravity (general relativity).' 
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Nielsen, Michael A, and Isaac L Chuang, Quantum Computation and Quantum Information, Cambridge University Press 2000 Review: A rigorous, comprehensive text on quantum information is timely. The study of quantum information and computation represents a particularly direct route to understanding quantum mechanics. Unlike the traditional route to quantum mechanics via Schrödinger 's equation and the hydrogen atom, the study of quantum information requires no calculus, merely a knowledge of complex numbers and matrix multiplication. In addition, quantum information processing gives direct access to the traditionally advanced topics of measurement of quantum systems and decoherence.' Seth Lloyd, Department of Quantum Mechanical Engineering, MIT, Nature 6876: vol 416 page 19, 7 March 2002. 
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Noble, David F, The Religion of Technology: The Divinity of Man and the Spirit of Invention, Penguin Books 1999 Introduction: 'It is the aim of this book to demonstrate that the present enchantment with things technological ... is rooted in religious myths and ancient imaginings. Althought today's technologists, in their sober pursuit of utility, power and profit, seem to set society's standard for rationality ... their true inspiration lies elsewhere, in an enduring, other-worldly quest for transcendence and salvation.'  
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Pierce, John Robinson, An Introduction to Information Theory: Symbols Signals and Noise, Dover 1980 Jacket: 'Behind the familiar surfaces of the telephone, radio and television lies a sophisticated and intriguing body of knowledge known as information theory. This is the theory that has permitted the rapid development of all forms of communication ... Even more revolutionary progress is expected in the future.'  
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Veltman, Martinus, Diagrammatica: The Path to the Feynman Rules, Cambridge University Press 1994 Jacket: 'This book provides an easily accessible introduction to quantum field theory via Feynman rules and calculations in particle physics. The aim is to make clear what the physical foundations of present-day field theory are, to clarify the physical content of Feynman rules, and to outline their domain of applicability. ... The book includes valuable appendices that review some essential mathematics, including complex spaces, matrices, the CBH equation, traces and dimensional regularization. ...' 
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Wiener, Norbert, Cybernetics or control and communication in the animal and the machine, MIT Press 1996 The classic founding text of cybernetics. 
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Woolf, Virginia, and Mark Hussey (editor) Maria de Battista (annotation), Orlando: A Biography, Harvest Books; Annotated edition 2006 Amazon editorial review: Book Description 'Begun as a "joke," Orlando is Virginia Woolf's fantastical biography of a poet who first appears as a sixteen-year-old boy at the court of Elizabeth I, and is left at the novel's end a married woman in the year 1928. Part love letter to Vita Sackville-West, part exploration of the art of biography, Orlando is one of Woolf's most popular and entertaining works. This new annotated edition will deepen readers' understanding of Woolf's brilliant creation.' 
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Yovits, Marshall C, and George T Jacobi, Gordon D Goldstein (eds), Self Organising Systems 1962, Spartan 1962 back
Papers
Landauer, Rolf, "Information is a physical entity", Physica A, 263, 1, 1 February 1999, page 63-7. 'This paper, associated with a broader conference talk on the fundamental physical limits of information handling, emphasizes the aspects still least appreciated. Information is not an abstract entity but exists only through a physical representation, thus tying it to all the restrictions and possibilities of our real physical Universe. The mathematician's vision of an unlimited sequence of totally reliable operations is unlikely to be implementable in this real Universe. Speculative remarks about the possible impact of that, on the ultimate nature of the laws of physics are included.'. back
Landauer, Rolf, "Irreversibility and Heat Generation in the Computing Process", IBM Journal of Research and Development, 5, 3, 1961, page 183. back
Landauer, Rolf, "Dissipation and noise immunity in computation and communication ", Narure, 335, , 27 October 1988, page 779-784. Reversible computers which carry out each step without discarding information can, in principle, dissipate arbitrarily small amounts of energy per step if the computation is carried out sufficiently slowly. This has caused a re-examination of energy requirements in communication and measurement. There also, it is only those steps that discard information which have a lower limit on energy consumption. Such steps can be avoided in the transmission of information.. back
Springel, Volker, Carlos S Frenk, Simon D M While, "The large-scale structure of the Universe", Nature, 440, 7088, 27 April 2006, page 1137-1144. 'Research over the past 25 years has led to the view that the rich tapestry of present-day cosmic structure arose during the first instants of creation, where weak ripples were imposed on the otherwise uniform and rapidly expanding primordial soup. Over 14 billion years of evolution, these ripples have been amplified to enormous proportions by gravitational forces, producing ever-growing concentrations of dark matter in which ordinary gases cool, condense and fragment to make galaxies. This process can be faithfully mimicked in large computer simulations, and tested by observations that probe the history of the Universe starting from just 400,000 years after the Big Bang.'. back
Weinberg, Steven, "The cosmological constant problem", Reviews of Modern Physics, 61, , 1989, page 1-23. 'Astronomical observations indicate that the cosmological constant is many orders of magnitude smaller than estimated in modern theories of elementary particles. After a brief review of the history of this problem, five different approaches to its solution are described.'. back
Links
Wikipedia Nyquist-Shannon Sampling Theorem 'The Nyquist–Shannon sampling theorem is a fundamental result in the field of information theory, in particular telecommunications and signal processing. The theorem is commonly called Shannon's sampling theorem, and is also known as Nyquist–Shannon–Kotelnikov, Whittaker–Shannon–Kotelnikov, Whittaker–Nyquist–Kotelnikov–Shannon, WKS, etc., sampling theorem, as well as the Cardinal Theorem of Interpolation Theory. In addition to its mathematical originator E. T. Whittaker, and its American engineering originators Claude Shannon and Harry Nyquist, it is also attributed to the Russian engineering originator V. A. Kotelnikov and sometimes to its German engineering originators Karl Küpfmüller and H. Raabe, or its Japanese originator I. Someya. J. M. Whittaker developed it further and called it the Cardinal theorem. It is often referred to as simply the sampling theorem.' back

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