Quotes and Resources Related to Mathematics, (Mathematical) Sciences and Mathematicians
29 July 2019
Howard W Eves - Collected Quotes
"An expert problem solver must be endowed with two incompatible qualities, a restless imagination and a patient pertinacity." (Howard Eves, "In Mathematical Circles", 1969)
"Mathematics may be likened to a large rock whose interior composition we wish to examine. The older mathematicians appear as persevering stone cutters slowly attempting to demolish the rock from the outside with hammer and chisel. The later mathematicians resemble expert miners who seek vulnerable veins, drill into these strategic places, and then blast the rock apart with well-placed internal charges." (Howard W Eves, "In Mathematical Circles", 1969)
"Older mathematics appears static while the newer appears dynamic, so that the older mathematics compares to the still-picture stage of photography while the newer mathematics compares to the moving-picture stage. Again, the older mathematics is to the newer much as anatomy is to physiology, wherein the former studies the dead body and the latter studies the living body. Once more, the older mathematics concerned itself with the fixed and the finite while the newer mathematics embraces the changing and the infinite." (Howard W Eves, "In Mathematical Circles", 1969)
"The development of mathematics over the ages may be viewed as a continent slowly rising from the sea. At first perhaps a single island appears, and, as it grows in size, other islands emerge at varying distances from one another. As the continent continues to rise, some of the islands become joined to others by isthmuses that widen until pairs of islands become single large islands. At length a point is reached where the shape of the continent is essentially defined, and there remain only a number of lakes and inland seas of various sizes. As the continent further rises, these lakes and seas shrink and vanish one by one. The older mathematics compares to the situation when the general shape of the rising continent is still undefined and the land area consists largely of islands of different sizes. The newer mathematics compares to the situation when the general shape of the rising continent has become essentially clear, with most of the former islands now joined by stretches of land." (Howard W Eves, "In Mathematical Circles", 1969)
"A good problem should be more than a mere exercise; it should be challenging and not too easily solved by the student, and it should require some ‘dreaming’ time." (Howard W Eves)
"It is impossible to overstate the importance of problems in mathematics. It is by means of problems that mathematics develops and actually lifts itself by its own bootstraps. […] Every new discovery in mathematics, results from an attempt to solve some problem." (Howard W Eves)
27 July 2019
Howard Gardner - Collected Quotes
"[By understanding] I mean simply a sufficient grasp of concepts, principles, or skills so that one can bring them to bear on new problems and situations, deciding in which ways one’s present competencies can suffice and in which ways one may require new skills or knowledge." (Howard Gardner, "The Unschooled Mind", 1991)
"Indeed, knowledge that one will be judged on some criterion of ‘creativeness’ or ‘originality’ tends to narrow the scope of what one can produce (leading to products that are then judged as relatively conventional); in contrast, the absence of an evaluations seems to liberate creativity." (Howard Gardner, "Creating Minds", 1993)
"An individual understands a concept, skill, theory, or domain of knowledge to the extent that he or she can apply it appropriately in a new situation." (Howard Gardner, "The Disciplined Mind", 1999)
“Education must ultimately justify itself in terms of enhancing human understanding.” (Howard Gardner, “Intelligence Reframed”, 1999)
"Anything that is worth teaching can be presented in many different ways. These multiple ways can make use of our multiple intelligences." (Howard Gardner)
"The biggest mistake of past centuries in teaching has been to treat all children as if they were variants of the same individual, and thus to feel justified in teaching them the same subjects in the same ways." (Howard Gardner)
Martin Gardner - Collected Quotes
"No branch of number theory is more saturated with mystery than the study of prime numbers: those exasperating, unruly integers that refuse to be divided evenly by any integers except themselves and 1. Some problems concerning primes are so simple that a child can understand them and yet so deep and far from solved that many mathematicians now suspect they have no solution. Perhaps they are 'undecideable'. Perhaps number theory, like quantum mechanics, has its own uncertainty principle that makes it necessary, in certain areas, to abandon exactness for probabilistic formulations." (Martin Gardner, "The remarkable lore of the prime numbers", Scientific American, 1964)
"In many cases a dull proof can be supplemented by a geometric analogue so simple and beautiful that the truth of a theorem is almost seen at a glance." (Martin Gardner, "Mathematical Games", Scientific American, 1973)
“All mathematical problems are solved by reasoning within a deductive system in which basic laws of logic are embedded.” (Martin Gardner, “Aha! Insight”, 1978)
"At the heart of mathematics is a constant search for simpler and simpler ways to prove theorems and solve problems. [...] The sudden hunch, the creative leap of the mind that ‘sees’ in a flash how to solve a problem in a simple way, is something quite different from general intelligence." (Martin Gardner, "Aha! Insight", 1978)
“Combinatorial analysis, or combinatorics, is the study of how things can be arranged. In slightly less general terms, combinatorial analysis embodies the study of the ways in which elements can be grouped into sets subject to various specified rules, and the properties of those groupings. […] Combinatorial analysis often asks for the total number of different ways that certain things can be combined according to certain rules.” (Martin Gardner, "Aha! Insight", 1978)
"Every branch of mathematics has its combinatorial aspects […] There is combinatorial arithmetic, combinatorial topology, combinatorial logic, combinatorial set theory-even combinatorial linguistics, as we shall see in the section on word play. Combinatorics is particularly important in probability theory where it is essential to enumerate all possible combinations of things before a probability formula can be found." (Martin Gardner, "Aha! Insight", 1978)
“Geometry is the study of shapes. Although true, this definition is so broad that it is almost meaningless. The judge of a beauty contest is, in a sense, a geometrician because he is judging […] shapes, but this is not quite what we want the word to mean. It has been said that a curved line is the most beautiful distance between two points. Even though this statement is about curves, a proper element of geometry, the assertion seems more to be in the domain of aesthetics rather than mathematics.” (Martin Gardner, "Aha! Insight", 1978)
“Graph theory is the study of sets of points that are joined by lines.” (Martin Gardner, “Aha! Insight”, 1978)
“The word ‘induction’ has two essentially different meanings. Scientific induction is a process by which scientists make observations of particular cases, such as noticing that some crows are black, then leap to the universal conclusion that all crows are black. The conclusion is never certain. There is always the possibility that at least one unobserved crow is not black." (Martin Gardner, “Aha! Insight”, 1978)
"Mathematical induction […] is an entirely different procedure. Although it, too, leaps from the knowledge of particular cases to knowledge about an infinite sequence of cases, the leap is purely deductive. It is as certain as any proof in mathematics, and an indispensable tool in almost every branch of mathematics.” (Martin Gardner, “Aha! Insight”, 1978)
"People who have a casual interest in mathematics may get the idea that a topologist is a mathematical playboy who spends his time making Möbius bands and other diverting topological models. If they were to open any recent textbook in topology, they would be surprised. They would find page after page of symbols, seldom relieved by a picture or diagram." (Martin Gardner, "Hexaflexagons and Other Mathematical Diversions", 1988)
"I enjoy mathematics so much because it has a strange kind of unearthly beauty. There is a strong feeling of pleasure, hard to describe, in thinking through an elegant proof, and even greater pleasure in discovering a proof not previously known." (Martin Gardner, 2008)
"[…] if all sentient beings in the universe disappeared, there would remain a sense in which mathematical objects and theorems would continue to exist even though there would be no one around to write or talk about them. Huge prime numbers would continue to be prime, even if no one had proved them prime." (Martin Gardner, "When You Were a Tadpole and I Was a Fish", 2009)
"A surprising proportion of mathematicians are accomplished musicians. Is it because music and mathematics share patterns that are beautiful?" (Martin Gardner, The Dover Math and Science Newsletter, 2011)
"All mathematicians share […] a sense of amazement over the infinite depth and the mysterious beauty and usefulness of mathematics." (Martin Gardner)
"Mathematics is not only real, but it is the only reality. [The] entire universe is made of matter, obviously. And matter is made of particles. It's made of electrons and neutrons and protons. So the entire universe is made out of particles. Now what are the particles made out of? They're not made out of anything. The only thing you can say about the reality of an electron is to cite its mathematical properties. So there's a sense in which matter has completely dissolved and what is left is just a mathematical structure." (Martin Gardner)
"One would be hard put to find a set of whole numbers with a more fascinating history and more elegant properties surrounded by greater depths of mystery - and more totally useless - than the perfect numbers." (Martin Gardner)
"There are some traits all mathematicians share. An obvious one is a sense of amazement over the infinite depth and the mysterious beauty and usefulness of mathematics." (Martin Gardner)
Johann Wolfgang von Goethe - Collected Quotes
"'Natural system' - a contradiction in terms. Nature has no system; she has, she is life and its progress from an unknown center toward an unknowable goal. Scientific research is therefore endless, whether one proceed analytically into minutiae or follow the trail as a whole, in all its breadth and height." (Johann Wolfgang von Goethe, 1823)
"There are some problems in natural science which cannot properly be discussed without recourse to metaphysics not in the sense of scholastic verbiage, but as that which was, is, and shall be before, with, and after physics." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1823)
"There can and will be new inventions, but there can be no inventing of anything new as regards the moral nature of man. Everything has already been thought and said; the most we can do is to give it new forms and new phrasing." (Johann Wolfgang von Goethe, 1823)
"When Nature begins to reveal her manifest mystery to a man, he feels an irresistible longing for her worthiest interpreter art." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1823)
"Truth is like a torch, but of gigantic proportions. It is all we can do to grope our way with dazzled eyes, in fear even of getting scorched." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1824)
"Man was not born to solve the problems of the universe, but rather to seek to lay bare the heart of the problem and then confine himself within the limits of what is amenable to understanding." (Johann Wolfgang von Goethe, 1825)
"The true, which is identical with the divine, transcends our grasp as such. We perceive it only as reflection, parable, symbol, in specific and related manifestations. We become aware of it as life that defies comprehension, and for all that we cannot renounce the wish to comprehend. " (Johann Wolfgang von Goethe, "Essay on Meteorology", 1825)
"Error finds ceaseless repetition in deed, for which reason one must never tire of repeating the truth in words." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1826)
"True symbolism is present where the specific represents the more general, not as a dream and shadow, but as a living momentary revelation of the inscrutable." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1826)
"There is in nature what is within reach and what is beyond reach. Ponder this well and with respect. A great deal is already gained if we impress this general fact upon our mind, even though it always remains difficult to see where the one ends and the other begins. He who is unaware of the distinction may waste himself in lifelong toil trying to get at the inaccessible without ever getting close to truth. But he who knows it and is wise will stick to what is accessible; and in exploring this region in all directions and confirming his gains he will even push back the confines of the inaccessible. Even so he will have to admit in the end that some things can be mastered only to a certain degree and that nature always retain a problematic aspect too deep for human faculties to fathom." (Johann Wolfgang von Goethe, 1827)
"Knowing is possible only when one knows little. As one comes to experience more, one gets gradually assailed by doubts. [...] No phenomenon can be explained, taken merely by itself. Only many, surveyed in their connection, and methodically arranged, finally yield something that can pass for theory." (Johann Wolfgang von Goethe, 1828)
"The greatest art, both in teaching and in life itself, consists in transforming the problem into a postulate." (Johann Wolfgang von Goethe, 1928)
"The vintner's occupation [...] Nature, from whatever angle you approach her, has a glorious way of becoming ever truer, ever more manifest, unfolding ever more, ever deeper, although she remains herself, always the same." (Johann Wolfgang von Goethe, 1828)
"For truth is simple and without fuss, whereas error affords opportunity for dissipating time and energy." (Johann Wolfgang von Goethe, 1829)
"In music the dignity of art seems to find supreme expression. There is no subject matter to be discounted. It is all form and significant content. It elevates and ennobles whatever it expresses." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1829)
"Man must cling to the belief that the incomprehensible is comprehensible. Else he would give up investigating. " (Johann Wolfgang von Goethe, "Maxims and Reflections", 1829)
"Music in the best sense does not require the appeal of novelty. As a matter of fact, the older and the more familiar it is, the more it affects us." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1829)
"To concentrate on a craft is the best procedure. For the person of inferior gifts it will always remain a craft. The more gifted person will raise it to an art. And as for the man of highest endowment, in doing one thing he does all things; or, to put it less paradoxically, in the one thing that he does properly, he sees a symbol of all things that are done right. " (Johann Wolfgang von Goethe, 1829)
"'Nature does nothing for nothing' is an old Philistine saying. She is eternally alive, prodigal and extravagant in her workings, to keep the infinite ever present, because nothing can endure without change." (Johann Wolfgang von Goethe, 1831)
"Although we gladly acknowledge Nature's mysterious encheiresis, her faculty of creating and furthering life, and, without being mystics, admit the existence of ultimate limits to our explorations, we are nevertheless convinced that man, if he is serious about it, cannot desist from the attempt to keep encroaching upon the region of the unexplorable. In the end, of course, he has to give up and willingly concede his defeat." (Johann Wolfgang von Goethe, 1832)
"Hypotheses are scaffoldings erected in front of a building and then dismantled when the building is finished. They are indispensable for the workman; but you mustn't mistake the scaffolding for the building." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1833)"The desire to explain what is simple by what is complex, what is easy by what is difficult, is a calamity affecting the whole body of science, known, it is true, to men of insight, but not generally admitted." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1833)
"Theories are usually the over-hasty efforts of an impatient understanding that would gladly be rid of phenomena, and so puts in their place pictures, notions, nay, often mere words." (Johann Wolfgang von Goethe, "Maxims and Reflections", 1833)
"With the growth of knowledge our ideas must from time to time be organized afresh. The change takes place usually in accordance with new maxims as they arise, but it always remains provisional. (Johann Wolfgang von Goethe, "Maxims and Reflections", 1833)
"What is exact about mathematics but exactness? And is not this a consequence of the inner sense of truth?" (Johann Wolfgang von Goethe, "Sprüche in Prosa", 1840)
"Nothing hurts a new truth more than an old error." (Johann Wolfgang von Goethe, "Sprüche in Prosa", 1840)
"All truly wise thoughts have been thought already thousands of times; but to make them truly ours, we must think them over again honestly, till they take root in our personal experience." (Johann Wolfgang von Goethe)
"By the word symmetry […] one thinks of an external relationship between pleasing parts of a whole; mostly the word is used to refer to parts arranged regularly against one another around a centre. We have […] observed [these parts] one after the other, not always like following like, but rather a raising up from below, a strength out of weakness, a beauty out of ordinariness." (Johann Wolfgang von Goethe)
"Everything is simpler than one can imagine, at the same time more involved than can be comprehended." (Johann Wolfgang von Goethe)
"In nature we never see anything isolated, but everything in connection with something else which is before it, beside it, under it and over it." (Johann Wolfgang von Goethe)
"In science everything depends on what one calls an apercu - the discovery of something that is at the bottom of phenomena. Such a discovery is infinitely fruitful." (Johann Wolfgang von Goethe)
"Man is not born to solve the problems of the universe, but to find out where the problems begin, and then to take his stand within the limits of the intelligible." (Johann Wolfgang von Goethe)
"Mathematics must subdue the flights of our reason; they are the staff of the blind; no one can take a step without them; and to them and experience is due all that is certain in physics." (Johann Wolfgang von Goethe)
"Nature, despite her seeming diversity, is always a unity, a whole; and thus, when she manifests herself in any part of that whole, the rest must serve as a basis for that particular manifestation, and the latter must have a relationship to the rest of the system." (Johann Wolfgang von Goethe)
"No phenomenon can be explained in and of itself; only many comprehended together, methodically arranged, in the end yield something that could be regarded as theory." (Johann Wolfgang von Goethe)
"Sciences destroy themselves in two ways: by the breadth they reach and by the depth they plumb." (Johann Wolfgang von Goethe)
"Science has been seriously retarded by the study of what is not worth knowing, and of what is not knowable." (Johann Wolfgang von Goethe)
"Science helps us before all things in this, that it somewhat lightens the feeling of wonder with which Nature fills us; then, however, as life becomes more and more complex, it creates new facilities for the avoidance of what would do us harm and the promotion of what will do us good." (Johann Wolfgang von Goethe)
"The mathematician is perfect only in so far as he is a perfect being, in so far as he perceives the beauty of truth; only then will his work be thorough, transparent, comprehensive, pure, clear, attractive, and even elegant." (Johann Wolfgang von Goethe)
"The orbits of certainties touch one another; but in the interstices there is room enough for error to go forth and prevail." (Johann Wolfgang von Goethe)
"The tissue of the world is built from necessities and randomness; the intellect of men places itself between both and can control them; it considers the necessity and the reason of its existence; it knows how randomness can be managed, controlled, and used." (Johann Wolfgang von Goethe)
"Thinking by analogy is not to be despised. Analogy has this merit, that it does not settle things - does not pretend to be conclusive. On the other hand, that induction is pernicious which, with a preconceived end in view, and working right forward for only that, drags in its train a number of unshifted observations, both false and true." (Johann Wolfgang von Goethe)
26 July 2019
Baruch Spinoza - Collected Quotes
"In practical life we are compelled to follow what is most probable; in speculative thought we are compelled to follow truth. […] we must take care not to admit as true anything, which is only probable. For when one falsity has been let in, infinite others follow." (Baruch Spinoza, [letter to Hugo Boxel], 1674)
"The highest endeavor of the mind, and the highest virtue, it to understand things by intuition." (Baruch Spinoza, "The Road to Inner Freedom: The Ethics", 1667)
"For the Mind feels those things that it conceives in understanding no less than those it has in the memory. For the eyes of the mind, by which it sees and observes things, are demonstrations [descriptions] themselves." (Baruch Spinoza, "Ethics, Demonstrated in Geometrical Order", 1677)
"[...] in ordering our thoughts and images, we must always attend to those things which arc good in each thing so that in this way we are always determined to acting from an affect of joy." (Baruch Spinoza, "Ethics", 1677)
"Many errors, of a truth, consist merely in the application of the wrong names of things. For if a man says that the lines which are drawn from the centre of the circle to the circumference are not equal, he understands by the circle, at all events for the time, something else than mathematicians understand by it." (Baruch Spinoza, "Ethics", Book I, 1677)
"Men judge things according to the disposition of their minds, and had rather imagine things than understand them." (Baruch Spinoza, "Ethics", Book I, 1677)
"Neither can the body determine the mind to think, nor the mind the body to move or to rest nor to anything else, if such there be." (Baruch Spinoza, "Ethics", 1677)
"Nothing in Nature is random. […] A thing appears random only through the incompleteness of our knowledge." (Baruch Spinoza, "Ethics", Book I, 1677)"Nothing in the universe is contingent, but all things are conditioned to exist and operate in a particular manner by the necessity of the divine nature." (Baruch Spinoza, "Ethics", Book I, 1677)
"The idea of any mode in which the human body is affected by external bodies must involve the nature of the human body and at the same rime the nature of the external body." (Baruch Spinoza, "Ethics", 1677)
"The images of things are affections of the human body whose ideas represent external bodies as present to us. […] the affections of the human body whose ideas present external bodies as present to us, we shall call things, though they do not reproduce [external] figures of things. And when the mind regards bodies in this way, we shall say that it imagines." (Baruch Spinoza, "Ethics", 1677)
William R Hamilton - Collected Quotes
“The difficulties which so many have felt in the doctrine of Negative and Imaginary Quantities in Algebra forced themselves long ago on my attention […] And while agreeing with those who had contended that negatives and imaginaries were not properly quantities at all, I still felt dissatisfied with any view which should not give to them, from the outset, a clear interpretation and meaning [...] It early appeared to me that these ends might be attained by our consenting to regard Algebra as being no mere Art, nor Language, nor primarily a Science of Quantity; but rather as the Science of Order in Progression.” (William R Hamilton, “Lectures on Quaternions: Containing a Systematic Statement of a New Mathematical Method… “, 1853)
“Each mathematician for himself, and not anyone for any other, not even all for one, must tread that more than royal road which leads to the palace and sanctuary of mathematical truth.” (Sir William R Hamilton, “Report of the Fifth Meeting of the British Association for the Advancement of Science”, [Address] 1835)
“Instead of seeking to attain consistency and uniformity of system, as some modern writers have attempted, by banishing this thought of time from the higher Algebra, I seek to attain the same object, by systematically introducing it into the lower or earlier parts of the science.” (Sir William R Hamilton)
”Mathematical language, precise and adequate, nay, absolutely convertible with mathematical thought, can afford us no example of those fallacies which so easily arise from the ambiguities of ordinary language; its study cannot, therefore, it is evident, supply us with any means of obviating those illusions from which it is itself exempt. The contrast of mathematics and philosophy, in this respect, is an interesting object of speculation; tut, as imitation is impossible, one of no practical result.” (Sir William R Hamilton)
"Metaphysics, in whatever latitude the term be taken, is a science or complement of sciences exclusively occupied with mind." (Sir William R Hamilton)
"Time is said to have only one dimension, and space to have three dimensions [...] The mathematical quaternion partakes of both these elements; in technical language it may be said to be ‘time plus space’, or ‘space plus time’: and in this sense it has, or at least involves a reference to, four dimensions.
And how the One of Time, of Space the Three,
Might in the Chain of Symbols girdled be." (Sir William R Hamilton)
“We are naturally disposed to refer everything we do not know to principles with which we are familiar.” (Sir William R Hamilton)
25 July 2019
Friedrich W Nietzsche - Collected Quotes
24 July 2019
Galileo Galilei - Collected Quotes
"Nature's great book is written in mathematical symbols." (Galileo Galilei, “The Assayer”, 1623)
"Philosophy is written in this grand book, the universe, which stands continually open to our gaze. But the book cannot be understood unless one first learns to comprehend the language and read the letters in which it is composed. It is written in the language of mathematics, and its characters are triangles, circles, and other geometric figures without which it is humanly impossible to understand a single word of it; without these, one wanders about in a dark labyrinth." (Galileo Galilei, “The Assayer”, 1623)
"The great book of nature can be read only by those who know the language in which it was written. And this language is mathematics." (Galileo Galilei, “The Assayer”, 1623)
"[…] nature does not multiply things unnecessarily; that she makes use of the easiest and simplest means for producing her effects; that she does nothing in vain, and the like" (Galileo Galilei, "Dialogue Concerning the Two Chief World Systems", 1632)
"[Paradoxes of the infinite arise] only when we attempt, with our finite minds, to discuss the infinite, assigning to it those properties which we give to the finite and limited; but this […] is wrong, for we cannot speak of infinite quantities as being the one greater or less than or equal to another.” (Galileo Galilei, "Two New Sciences", 1638)
“Infinities and indivisibles transcend our finite understanding, the former on account of their magnitude, the latter because of their smallness; Imagine what they are when combined. In spite of this men cannot refrain from discussing them.” (Galileo Galilei, "Two New Sciences", 1638)
“The length of strings is not the direct and immediate reason behind the forms [ratios] of musical intervals, nor is their tension, nor their thickness, but rather, the ratios of the numbers of vibrations and impacts of air waves that go to strike our eardrum.” (Galileo Galilei, "Two New Sciences", 1638)
”[…] it is astonishing and incredible to us, but not to Nature; for she performs with utmost ease and simplicity things which are even infinitely puzzling to our minds, and what is very difficult for us to comprehend is quite easy for her to perform.” (Galileo Galilei)
“All truths are easy to understand once they are discovered; the point is to discover them.” (Galileo Galilei)
“By denying scientific principles, one may maintain any paradox.” (Galileo Galilei)
“Mathematics is the key and door to the sciences.” (Galileo Galilei)
“The laws of Nature are written in the language of mathematics […]” (Galileo Galilei)
“These are among the marvels that surpass the bounds of our imagination, and that must warn us how gravely one errs in trying to reason about infinites by using the same attributes that we apply to finites.” (Galileo Galilei)
"We cannot teach people anything; we can only help them discover it within themselves." (Galileo Galilei)
23 July 2019
On Complex Numbers IIX
"Those who can, in common algebra, find a square root of -1, will be at no loss to find a fourth dimension in space in which ABC may become ABCD: or, if they cannot find it, they have but to imagine it, and call it an impossible dimension, subject to all the laws of the three we find possible. And just as √-1 in common algebra, gives all its significant combinations true, so would it be with any number of dimensions of space which the speculator might choose to call into impossible existence." (Augustus De Morgan, "Trigonometry and Double Algebra", 1849)
“The conception of the inconceivable [imaginary], this measurement of what not only does not, but cannot exist, is one of the finest achievements of the human intellect. No one can deny that such imaginings are indeed imaginary. But they lead to results grander than any which flow from the imagination of the poet. The imaginary calculus is one of the master keys to physical science. These realms of the inconceivable afford in many places our only mode of passage to the domains of positive knowledge. Light itself lay in darkness until this imaginary calculus threw light upon light. And in all modern researches into electricity, magnetism, and heat, and other subtile physical inquiries, these are the most powerful instruments.” (Thomas Hill, “The Imagination in Mathematics”, North American Review Vol. 85, 1857)
“When we consider that the whole of geometry rests ultimately on axioms which derive their validity from the nature of our intuitive faculty, we seem well justified in questioning the sense of imaginary forms, since we attribute to them properties which not infrequently contradict all our intuitions.” (Gottlob Frege, “On a Geometrical Representation of Imaginary forms in the Plane”, 1873)
“[…] with few exceptions all the operations and concepts that occur in the case of real numbers can indeed be carried over unchanged to complex ones. However, the concept of being greater cannot very well be applied to complex numbers. In the case of integration, too, there appear differences which rest on the multplicity of possible paths of integration when we are dealing with complex variables. Nevertheless, the large extent to which imaginary forms conform to the same laws as real ones justifies the introduction of imaginary forms into geometry.” (Gottlob Frege, “On a Geometrical Representation of Imaginary forms in the Plane”, 1873)
“When we consider complex numbers and their geometrical representation, we leave the field of the original concept of quantity, as contained especially in the quantities of Euclidean geometry: its lines, surfaces and volumes. According to the old conception, length appears as something material which fills the straight line between its end points and at the same time prevents another thing from penetrating into its space by its rigidity. In adding quantities, we are therefore forced to place one quantity against another. Something similar holds for surfaces and solid contents. The introduction of negative quantities made a dent in this conception, and imaginary quantities made it completely impossible. Now all that matters is the point of origin and the end point; whether there is a continuous line between them, and if so which, appears to make no difference whatsoever; the idea of filling space has been completely lost. All that has remained is certain general properties of addition, which now emerge as the essential characteristic marks of quantity. The concept has thus gradually freed itself from intuition and made itself independent. This is quite unobjectionable, especially since its earlier intuitive character was at bottom mere appearance. Bounded straight lines and planes enclosed by curves can certainly be intuited, but what is quantitative about them, what is common to lengths and surfaces, escapes our intuition.” (Gottlob Frege, “Methods of Calculation based on an Extension of the Concept of Quantity”, 1874)
"The discovery of Minkowski […] is to be found […] in the fact of his recognition that the four-dimensional space-time continuum of the theory of relativity, in its most essential formal properties, shows a pronounced relationship to the three-dimensional continuum of Euclidean geometrical space. In order to give due prominence to this relationship, however, we must replace the usual time co-ordinate t by an imaginary magnitude, √-1*ct, proportional to it. Under these conditions, the natural laws satisfying the demands of the (special) theory of relativity assume mathematical forms, in which the time co-ordinate plays exactly the same role as the three space-coordinates. Formally, these four co-ordinates correspond exactly to the three space co-ordinates in Euclidean geometry." (Albert Einstein,"Relativity: The Special and General Theory", 1920)
"As an operation, multiplication by i x i has the same effect as multiplication by -1; multiplication by i has the same effect as a rotation by a right angle, and these interpretations […] are consistent. […] Although the interpretation by means of rotations proves nothing, it may suggest that there is no occasion for anyone to muddle himself into a state of mystic wonderment over nothing about the grossly misnamed ‘imaginaries’." (Eric T Bell, "Gauss, the Prince of Mathematicians", 1956)
"How are we to explain the contrast between the matter-of-fact way in which √-1 and other imaginary numbers are accepted today and the great difficulty they posed for learned mathematicians when they first appeared on the scene? One possibility is that mathematical intuitions have evolved over the centuries and people are generally more willing to see mathematics as a matter of manipulating symbols according to rules and are less insistent on interpreting all symbols as representative of one or another aspect of physical reality. Another, less self-congratulatory possibility is that most of us are content to follow the computational rules we are taught and do not give a lot of thought to rationales." (Raymond S Nickerson, "Mathematical Reasoning: Patterns, Problems, Conjectures, and Proofs", 2009)
"All these questions he [the master?] does not pose. So we have to ask them: is the ‘Ring I’ a trap to catch the master or is the ‘Ring I’ a vessel of understanding? In quantum theory it specifies a formula which includes the irrational in a symbol of totality, in a holistic ‘cosmogramm’. But the formula has a catch. If one squares i = √-1, although a negative, one obtains a rationally understandable negative number -1. So one can make the irrational disappear through a slight of hand. This formula does not correspond to reality because the irrational that we call the collective unconscious or the objective psyche can never be rational. It remains always creatively spontaneous, not predictable, not manipulatable. Each holistic formula is in that sense also a trap, because it brings about the illusion that one has understood the whole." (Marie Louise von Franz, "Reflexionen zum ‘Ring I’")
Nassim N Taleb - Collected Quotes
"A mistake is not something to be determined after the fact, but in the light of the information until that point." (Nassim N Taleb, "Fooled by Randomness", 2001)
"Probability is not about the odds, but about the belief in the existence of an alternative outcome, cause, or motive." (Nassim N Taleb, "Fooled by Randomness", 2001)
"A Black Swan is a highly improbable event with three principal characteristics: It is unpredictable; it carries a massive impact; and, after the fact, we concoct an explanation that makes it appear less random, and more predictable, than it was. […] The Black Swan idea is based on the structure of randomness in empirical reality. [...] the Black Swan is what we leave out of simplification." (Nassim N Taleb, “The Black Swan”, 2007)
"A theory is like medicine (or government): often useless, sometimes necessary, always self-serving, and on occasion lethal. So, it needs to be used with care, moderation and close adult supervision." (Nassim N Taleb, "The Black Swan: The Impact of the Highly Improbable", 2007)
"Prediction, not narration, is the real test of our understanding of the world." (Nassim N Taleb, “The Black Swan”, 2007)
"Probability is a liberal art; it is a child of skepticism, not a tool for people with calculators on their belts to satisfy their desire to produce fancy calculations and certainties." (Nassim N Taleb, “The Black Swan”, 2007)
"The inability to predict outliers implies the inability to predict the course of history." (Nassim N Taleb, "The Black Swan" , 2007)
"While in theory randomness is an intrinsic property, in practice, randomness is incomplete information." (Nassim N Taleb, "The Black Swan", 2007)
"Antifragility is beyond resilience or robustness. The
resilient resists shocks and stays the same; the antifragile gets better."
"Black Swans (capitalized) are large-scale unpredictable and irregular events of massive consequence - unpredicted by a certain observer, and such un - predictor is generally called the 'turkey' when he is both surprised and harmed by these events. [...] Black Swans hijack our brains, making us feel we 'sort of' or 'almost' predicted them, because they are retrospectively explainable. We don’t realize the role of these Swans in life because of this illusion of predictability. […] An annoying aspect of the Black Swan problem - in fact the central, and largely missed, point - is that the odds of rare events are simply not computable." (Nassim N Taleb, "Antifragile: Things that gain from disorder", 2012)
"Complex systems are full of interdependencies - hard to detect - and nonlinear responses. […] Man-made complex systems tend to develop cascades and runaway chains of reactions that decrease, even eliminate, predictability and cause outsized events. So the modern world may be increasing in technological knowledge, but, paradoxically, it is making things a lot more unpredictable." (Nassim N Taleb, "Antifragile: Things that gain from disorder", 2012)
"It is all about redundancy. Nature likes to overinsure itself." (Nassim N Taleb, "Antifragile: Things That Gain from Disorder", 2012)
"In fact, the most interesting aspect of evolution is that it only works because of its antifragility; it is in love with stressors, randomness, uncertainty, and disorder - while individual organisms are relatively fragile, the gene pool takes ad - vantage of shocks to enhance its fitness. […] So evolution benefits from randomness by two different routes: randomness in the mutations, and randomness in the environment - both act in a similar way to cause changes in the traits of the surviving next generations." (Nassim N Taleb, "Antifragile: Things that gain from disorder", 2012)
"Social scientists use the term 'equilibrium' to describe
balance between opposing forces, say, supply and demand, so small disturbances
or deviations in one direction, like those of a pendulum, would be countered
with an adjustment in the opposite direction that would bring things back to
stability."
"Some things benefit
from shocks; they thrive and grow when exposed to volatility, randomness, disorder,
and stressors and love adventure, risk, and uncertainty. Yet, in spite of the
ubiquity of the phenomenon, there is no word for the exact opposite of fragile.
Let us call it antifragile."
"Systems subjected to randomness - and unpredictability - build a
mechanism beyond the robust to opportunistically reinvent themselves each
generation, with a continuous change of population and species."
"Technology is the result of antifragility, exploited by
risk-takers in the form of tinkering and trial and error, with nerd-driven
design confined to the backstage."
"This is the central illusion in life: that randomness is risky, that it is a bad thing - and that eliminating randomness is done by eliminating randomness. Randomness is distributed rather than concentrated." (Nassim N Taleb, "Antifragile: Things that gain from disorder", 2012)
"We can simplify the relationships between fragility, errors,
and antifragility as follows. When you are fragile, you depend on things
following the exact planned course, with as little deviation as possible - for
deviations are more harmful than helpful. This is why the fragile needs to be
very predictive in its approach, and, conversely, predictive systems cause
fragility. When you want deviations, and you don’t care about the possible
dispersion of outcomes that the future can bring, since most will be helpful,
you are antifragile. Further, the random element in trial and error is not
quite random, if it is carried out rationally, using error as a source of
information. If every trial provides you with information about what does not
work, you start zooming in on a solution - so every attempt becomes more
valuable, more like an expense than an error. And of course you make
discoveries along the way."
"When some systems are stuck in a dangerous impasse, randomness and only randomness can unlock them and set them free. You can see here that absence of randomness equals guaranteed death. The idea of injecting random noise into a system to improve its functioning has been applied across fields. By a mechanism called stochastic resonance, adding random noise to the background makes you hear the sounds (say, music) with more accuracy." (Nassim N Taleb, "Antifragile: Things that gain from disorder", 2012)
Thomas Aquinas - Collected Quotes
Auguste Comte - Collected Quotes
"In mathematics we find the primitive source of rationality; and to mathematics must the biologists resort for means to carry on their researches." (Auguste Comte, “Course of Positive Philosophy”, 1830)
“[…] in order to observe, our mind has need of some theory or other. If in contemplating phenomena we did not immediately connect them with principles, not only would it be impossible for us to combine these isolated observations, and therefore to derive profit from them, but we should even be entirely incapable of remembering facts, which would for the most remain unnoted by us.” (Auguste Comte, “Course of Positive Philosophy”, 1830)
"It must ever be remembered that the true positive spirit first came forth from the pure sources of mathematical science; and it is only the mind that has imbibed it there, and which has been face to face with the lucid truths of geometry and mechanics, that can bring into full action its natural positivity, and apply it in bringing the most complex studies into the reality of demonstration. No other discipline can fitly prepare the intellectual organ." (Auguste Comte, “Course of Positive Philosophy”, 1830)
“The business of concrete mathematics is to discover the equations which express the mathematical laws of the phenomenon under consideration; and these equations are the starting-point of the calculus, which must obtain from them certain quantities by means of others.” (Auguste Comte, “Course of Positive Philosophy”, 1830)
"The domain of physics is no proper field for mathematical pastimes. The best security would be in giving a geometrical training to physicists, who need not then have recourse to mathematicians, whose tendency is to despise experimental science. By this method will that union between the abstract and the concrete be effected which will perfect the uses of mathematical, while extending the positive value of physical science. Meantime, the uses of analysis in physics is clear enough. Without it we should have no precision, and no co-ordination; and what account could we give of our study of heat, weight, light, etc.? We should have merely series of unconnected facts, in which we could foresee nothing but by constant recourse to experiment; whereas, they now have a character of rationality which fits them for purposes of prevision." (Auguste Comte, “The Positive Philosophy”, 1830)
“The limitations of Mathematical science are not, then, in its nature. The limitations are in our intelligence: and by these we find the domain of the science remarkably restricted, in proportion as phenomena, in becoming special, become complex.” (Auguste Comte, “The Positive Philosophy”, 1830)
"There is no inquiry which is not finally reducible to a question of Numbers; for there is none which may not be conceived of as consisting in the determination of quantities by each other, according to certain relations." (Auguste Comte, “The Positive Philosophy”, 1830)
“To understand a science it is necessary to know its history.” (Auguste Comte, “The Positive Philosophy”, 1830)
“Every science consists in the coordination of facts; if the different observations were entirely isolated, there would be no science.” (Auguste Comte, “Philosophy of Mathematics”, 1851)
"Mathematical Analysis is […] the true rational basis of the whole system of our positive knowledge." (Auguste Comte, "System of Positive Polity", 1851)
"No science can be really understood apart from its special history, which again cannot be separated from the general history of Humanity." (Auguste Comte, "System of Positive Polity", 1851)
“[…] it is only through Mathematics that we can thoroughly understand what true science is. Here alone can we find in the highest degree simplicity and severity of scientific law, and such abstraction as the human mind can attain.” (Auguste Comte)
22 July 2019
Heinrich Hertz - Collected Quotes
"All physicists agree that the problem of physics consists in tracing the phenomena of nature back to the simple laws of mechanics.” (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"Experience is the collecting of what is similar in different particular perceptions." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"For our purpose it is not necessary that they [images] should be in conformity with the things in any other respect whatever. As a matter of fact, we do not know, nor have we any means of knowing, whether our conceptions of things are in conformity with them in any other than this one fundamental respect." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"In this sense the fundamental ideas of mechanics, together with the principles connecting them, represent the simplest image which physics can produce of things in the sensible world and the processes which occur in it. By varying the choice of the propositions which we take as fundamental, we can give various representations of the principles of mechanics. Hence we can thus obtain various images of things; and these images we can test and compare with each other in respect of permissibility, correctness, and appropriateness." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"It is a common and necessary feature of human intelligence that we can neither conceive of things nor define them conceptually without adding attributes to them that simply do not exist. This applies not only to every thought and imagination of ordinary life, even the sciences do not proceed otherwise. Only philosophy seeks and finds the difference between things that exist and things that we perceive, and also sees the necessity of this difference. […] What we add are therefore not incorrect conceptions but the conditions for such conceptions in general. We cannot simply remove them and replace them with better ones; either we must add them, or we must abstain from all conceptions of this kind." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"Mature knowledge regards logical clearness as of prime importance: only logically clear images does it test as to correctness; only correct images does it compare as to appropriateness. By pressure of circumstances the process is often reversed. Images are found to be suitable for a certain purpose; are next tested as to their correctness ; and only in the last place purged of implied contradictions." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"The images which we may form of things are not determined without ambiguity by the requirement that the consequents of the images must be the images of the consequents. Various images of the same objects are possible, and these images may differ in various respects. We should at once denote as inadmissible all images which implicitly contradict the laws of our thought. Hence we postulate in the first place that all our images shall be logically permissible or, briefly, that they shall be permissible. We shall denote as incorrect any permissible images, if their essential relations contradict the relations of external things, i.e. if they do not satisfy our first fundamental requirement. Hence we postulate in the second place that our images shall be correct. But two permissible and correct images of the same external objects may yet differ in respect of appropriateness. Of two images of the same object that is the more appropriate which pictures more of the essential relations of the object, the one which we may call the more distinct. Of two images of equal distinctness the more appropriate is the one which contains, in addition to the essential characteristics, the smaller number of superfluous or empty relations, the simpler of the two. Empty relations cannot be altogether avoided: they enter into the images because they are simply images, images produced by our mind and necessarily affected by the characteristics of its mode of portrayal." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form”, 1894)
"The most direct, and in a sense the most important, problem which our conscious knowledge of nature should enable us to solve is the anticipation of future events, so that we may arrange our present affairs in accordance with such anticipation. As a basis for the solution of this problem we always make use of our knowledge of events which have already occurred, obtained by chance observation or by prearranged experiment. In endeavouring thus to draw inferences as to the future from the past, we always adopt the following process. We form for ourselves images or symbols of external objects; and the form which we give them is such that the necessary consequents of the images in thought are always the images of the necessary consequents in nature of the things pictured. In order that this requirement may be satisfied, there must be a certain conformity between nature and our thought." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"[…] we cannot a priori demand from nature simplicity, nor can we judge what in her opinion is simple. But with regard to images of our own creation we can lay down requirements. We are justified in deciding that if our images are well adapted to the things, the actual relations of the things must be represented by simple relations between the images. And if the actual relations between the things can only be represented by complicated relations, which are not even intelligible to an unprepared mind, we decide that those images are not sufficiently well adapted to the things. Hence our requirement of simplicity does not apply to nature, but to the images thereof which we fashion ; and our repugnance to a complicated statement as a fundamental law only expresses the conviction that, if the contents of the statement are correct and comprehensive, it can be stated in a simpler form by a more suitable choice of the fundamental conceptions." (Heinrich Hertz, "The Principles of Mechanics Presented in a New Form", 1894)
"One cannot escape the feeling that these mathematical formulas have an independent existence and an intelligence of their own, that they are wiser than we are, wiser even than their discoverers, that we get more out of them than was originally put into them." (Heinrich Hertz)
"The rigor of science requires that we distinguish well the undraped figure of nature itself from the gay-coloured vesture with which we clothe it at our pleasure." (Heinrich Hertz)
"This is often the way it is in physics - our mistake is not that we take our theories too seriously, but that we do not take them seriously enough. It is always hard to realize that these numbers and equations we play with at our desks have something to do with the real world." (Heinrich Hertz)
21 July 2019
On Complex Numbers VII
"But if now a simple, that is, a linear equation, is multiplied by a quadratic, a cubic equation will result, which will have real roots if the quadratic is possible, or two imaginary roots and only one real one if the quadratic is impossible. […] How can it be, that a real quantity, a root of the proposed equation, is expressed by the intervention of an imaginary? For this is the remarkable thing, that, as calculation shows, such an imaginary quantity is only observed to enter those cubic equations that have no imaginary root, all their roots being real or possible, as has been shown by trisection of an angle, by Albert Girard and others. […] This difficulty has been too much for all writers on algebra up to the present, and they have all said they that in this case Cardano’s rules fail." (Gottfried W Leibniz, cca. 1675)
"For this evil I have found a remedy and obtained a method, by which without experimentation the roots of such binomials can be extracted, imaginaries being no hindrance, and not only in the case of cubics but also in higher equations. This invention rests upon a certain peculiarity which I will explain later. Now I will add certain rules derived from the consideration of irrationals (although no mention is made of irrationals), by which a rational root can easily be extracted from them." (Gottfried W Leibniz, cca. 1675)
“Infinities and infinitely small quantities could be taken as fictions, similar to imaginary roots, except that it would make our calculations wrong, these fictions being useful and based in reality.” (Gottfried W Leibniz, [letter to Johann Bernoulli] 1689)
“For it ought to be considered that both –b and –c , as they stand alone, are, in some Sense, as much impossible Quantities as √(-b) and √(-c) ; since the Sign –, according to the established Rules of Notation, shews the Quantity, to which it is prefixed, is to be subtracted, but to subtract something from nothing is impossible, and the Notion or Supposition of a Quantity actually less than Nothing, absurd and shocking to the Imagination.” (Thomas Simpson, “A Treatise of Algebra”, 1745)
“After exponential quantities the circular functions, sine and cosine, should be considered because they arise when imaginary quantities are involved in the exponential." (Leonhard Euler, ”Introductio in analysin infinitorum”, 1748)
“Moreover, the whole method has the essential disadvantage that it occupies the mind with the distinction of a great number of cases that can be recognized only by inner intuition, and thus neutralizes an important part of that which algebra is supposed to accomplish, which is relieving the power of inner intuition. Finally, in such a treatment algebra loses a great part of the generality that it can obtain by the mutual connection of different problems, which becomes evident so easily when one uses isolated negative quantities. [...] Since imaginary quantities have to occur, science would certainly not win that much by avoiding negative quantities than it would lose in terms of clarity and generality.” (Johann P W Stein, “Die Elemente der Algebra: Erster Cursus”, 1828)
"Originally assuming the concept of the absolute integers, it extended its domain step by step; integers were supplemented by fractions, rational numbers by irrational numbers, positive numbers by negative numbers, and real numbers by imaginary numbers. This advance, however, occurred initially with a fearfully hesitant step. The first algebraists preferred to call negative roots of equations false roots, and it is precisely these where the problem to which they refer was always termed in such a way as to ensure that the nature of the quantity sought did not admit any opposite.” (Carl F Gauss, “Theoria residuorum biquadraticum. Commentatio secunda. [Selbstanzeige]”, Göttingische gelehrte Anzeigen 23 (4), 1831)
“A satisfactory theory of the imaginary quantities of ordinary algebra, which is essentially a simple case of multiple algebra, with difficulty obtained recognition in the first third of this century. We must observe that this double algebra, as it has been called, was not sought for or invented; - it forced itself, unbidden, upon the attention of mathematicians, and with its rules already formed.
But the idea of double algebra, once received, although as it were unwillingly, must have suggested to many minds more or less distinctly the possibility of other multiple algebras, of higher orders, possessing interesting or useful properties.” (Josiah W Gibbs, “On multiple Algebra”, Proceedings of the American Association for the Advancement of Science Vol. 35, 1886)
On Data: Longitudinal Data
"Longitudinal data sets are comprised of repeated observations of an outcome and a set of covariates for each of many subjects. One o...