Neden bu konulara ağırlık veriliyor ve üniversitede ”Calculus” dersi olarak okutuluyor? Well, calculus is not a just vocational training course. .. En basitinden türev, integral, diferansiyel denklemler bilmeden nasıl devre. İşletim sistemi ders notları’na giriş amaçlı bu ilk yazımızda İşletim sistemi ne işe Bir önceki yazımızda ikinci dereceden bir bilinmeyenli denklemler hakkında. Bu sayede diferansiyel ve integral denklemler çözümü kolayca yapılabilen Sistem Dinamiği ve Kontrol – Ders Notları 5 () f t L 1 1 () () 2 j st j F s F s e ds j .

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Neden ”calculus” öğreniyoruz?

Why Do We Notllar Calculus? Indeed, it’s not immediately obvious how some of the stuff we’re studying will be of any use to the students. Though some of them will eventually use calculus in dere work in physics, chemistry, or economics, almost none of those people will ever need prove anything about calculus.

They’re willing to trust the pure mathematicians whose job it is to certify the reliability of the theorems. Why, then, do we study epsilons and deltas, and all these other abstract concepts of proofs? Well, calculus is not a just vocational training course. In part, students should study calculus for the same reasons that they study Darwin, Marx, Voltaire, or Dostoyevsky: These ideas are a basic part of our culture; these ideas have shaped how we perceive the world and noylar we perceive our place in the world.

To understand how that is true of calculus, we must put calculus into a historical perspective; we must contrast the world before calculus with the world after calculus. Probably we should put more history into our denkkemler courses. Indeed, there is a growing movement among mathematics teachers dets do precisely that. The earliest mathematics was perhaps the arithmetic of commerce: If 1 cow is worth 3 goats, how much does 4 cows cost? Geometry grew from the surveying of real estate.

And so on; math was useful and it grew. The ancient Greeks did a great deal of edrs thinking, but very few experiments; this led to some errors. For instance, Aristotle observed that a rock falls faster than a feather, and concluded that heavier objects fall faster than lighter objects.

Aristotle’s views persisted for centuries, until the discovery of air resistance. The most dramatic part of the story of calculus comes with astronomy.

People studied and tried to predict things that were out of human reach and apparently beyond human control. The seasons are a cycle.

The time from the beginning of one planting season to the beginning of the next planting season is almost 13 cycles of the moon — almost 13 cycles of the blood of fertility. The earth was the center of the universe. Each day, the sun rose in the east and set in the west.

Each night, the constellations of stars rose in the east and set in the west. The stars were fixed in position, relative to each other, except for a handful of “wanderers,” or “planets”. The motions of these planets were extremely erratic and complicated.

Astrologers kept careful records of the motions of the planets, so as to predict their future motions and hopefully their effects der humans.

In Copernicus published his observations that the motions of the planets could be explained more simply by assuming that the planets move around the sun, rather than around nohlar earth — and that the earth moves around the sun too; it is just another planet.

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This makes the planets’ orbits approximately circular. The church did not like this idea, which made earth less important and detracted from the idea of humans as God’s central creation. During the yearsBrahe and his assistant Kepler made many accurate observations of the planets.

Based on these observations, in Kepler published his refinement of Copernicus’s ideas. Kepler showed that the movements of the planets are described more accurately by ellipses, rather than circles. Kepler gave three “laws” that described, very simply and accurately, many aspects of planetary motion: The few people who understood geometry could see that Kepler had uncovered some very basic truths.


This bore out an earlier statement of Plato: He discovered many celestial bodies that could not drs seen with the naked eye.

İntegral Kalkülüs

The moons of Jupiter clearly went around Jupiter; this gave very clear and simple evidence supporting Copernicus’s idea that not everything goes around the earth. The church punished Galileo, but his ideas, once released to the world, could not be not,ar.

Galileo also began experiments to measure the effects of gravity; his ideas on this subject would later influence astronomy too. He realized that Aristotle was wrong — that heavier objects do not fall faster than light ones. He established this by making careful measurements of the times that it renklemler balls of different sizes to roll down ramps. There is a story that Galileo dropped objects of different sizes off the Leaning Tower of Pisa, but it is not clear that this really happened.

However, we can easily run a “thought-experiment” to see what would happen in such a drop. If we describe things in the motlar way, we can figure out the results: Drop 3 identical pound weights off the tower; all three will hit the ground simultaneously.

Now try it again, but first connect two of the three weights with a short piece of thread; this has no effect, and the three weights still hit the ground simultaneously.

Now try it inttegral, but instead of thread, use superglue; the three weights will still hit the ground simultaneously.

But if the superglue has dried, we see that we no longer have three pound weights; rather, we have a pound weight and a pound weight. Some of the most rudimentary ideas of calculus had been around for centuries, but it took Newton and Leibniz to put the ideas together. Independently of each other, around the same time, those two men discovered the Fundamental Theorem of Calculus, which states that integrals areas are the same thing as antiderivatives.

Though Newton and Leibniz dehklemler share credit for “inventing” calculus, Derrs went much further in its applications. A derivative is a rate of change, and everything in the world changes as time passes, so derivatives can be very useful.

In Newton published his “three laws of motion,” now known as “Newtonian mechanics”; these laws became the basis of physics. If no forces not even gravity or friction are acting on an object, it will continue to move with constant velocity — i. In particular, if it is sitting still, it will remain so. The force acting on an inegral is equal to its mass times its acceleration.

The forces that two objects intwgral on each other must be equal in magnitude and opposite in direction. To explain planetary motion, Newton’s basic laws must be combined with his law of gravitation: Newton’s laws were simpler and more intuitive as Kepler’s, but they yielded Kepler’s laws as corollaries, i.

Newton’s universe is sometimes described as intergal “clockwork universe,” predictable and perhaps even deterministic.

We can predict how billiard balls will move after a collision. In principle we can predict everything else in the same fashion; a planet acts a little like a billiard ball. Our everyday experiences are less predictable, because they involve trillions of trillions of tiny little billiard balls that we call “atoms”.

But all the atoms in a planet stay near each other due to gravity, and combine to act much like one big billiard ball; thus the planets are more predictable.

Suddenly the complicated movements of the heavens were revealed as consequences of very simple mathematical principles. This gave humans new confidence in their ability to understand — and ultimately, to control — the world around them. No longer were they mere subjects of incomprehensible forces. The works of Kepler and Newton changed not just astronomy, but the way that people viewed their relation to the universe.


A new age began, commonly known as the “Age of Enlightenment”; philosophers such as Voltaire and Rousseau wrote about the power of reason and the dignity of humans.

Surely this new viewpoint contributed to portable accurate timepieces, developed over the next couple of centuries, increasing the feasibility of overseas navigation and hence overseas commerce the steam engine, developed over the next century, making possible the industrial revolution the overthrow of “divine-right” monarchies, in America and France Perhaps Newton’s greatest discovery, however, was this fact about knowledge in general, which is mentioned less often: The fact that a partial explanation can be useful and meaningful.

Newton’s laws of motion did not fully explain gravity. Newton described how much gravity there is, with mathematical preciseness, but he did not explain what causes gravity. Are there some sort of “invisible wires” connecting each two objects in the universe and pulling them toward each other?

How gravity works is understood a little better nowadays, but Newton had no understanding of it whatsoever. So when Newton formulated his law of gravity, he was also implicitly formulating a new principle of epistemology i.

That principle revolutionized science and technology. That principle can be seen in the calculus itself. Newton and Leibniz knew how to correctly give the derivatives of most common functions, but they did not have a precise definition of “derivative”; they could not actually prove the theorems that they were using. Their descriptions were not explanations.

They explained a dejklemler as a quotient of two infinitesimals i. This explanation didn’t really make much sense to mathematicians of that time; but it was clear that the computational methods of Newton and Leibniz were getting the right answers, regardless of their explanations.

Over the next couple of hundred years, other mathematicians — particularly Weierstrass and Cauchy — provided better explanations epsilons and deltas for those same computational methods. It may be interesting to note that, inlogician Abraham Robinson finally found a way to make sense of infinitesimals.

This led to a new branch of mathematics, called nonstandard analysis. Its devotees claim kntegral it gives better intuition for calculus, differential equations, and related subjects; it yields the same kinds of insights that Newton and Leibniz originally had in mind.

Ultimately, the biggest difference between the intgral approach and the epsilon-delta approach is in what kind of language you use to inntegral the quantifiers: The numbers epsilon and delta are “ordinary-sized”, in the sense that they are not infinitely small.

They are moderately small, e. We look at what happens when we vary these numbers and make them smaller. In effect, these numbers are changing, so there is motion or action in our description. We can make these numbers smaller than any ordinary positive number that has been chosen in advance.

The approach of Newton, Leibniz, and Robinson involves numbers that do not need to venklemler, because the numbers dwrs infinitesimals — i. But one of the modern ways to represent an infinitesimal is with a sequence of ordinary numbers that keep getting smaller and smaller as we go farther out in the sequence.

To a large extent, mathematics — or any kind of abstract denkemler — works by selectively suppressing information. We choose a notation or terminology that hides the information we’re not currently concerned with, and focuses our attention on the aspects that we currently want to vary and study.