Mathematics is the science that builds the world. Both the scientist and the common man - no one can do without it. First, young children are taught to count, then add, subtract, multiply and divide; by middle school, letter symbols come into play, and in high school they can no longer be avoided.
But today we will talk about what all known mathematics is based on. About a community of numbers called “sequence limits”.
What are sequences and where is their limit?
The meaning of the word “sequence” is not difficult to interpret. This is an arrangement of things where someone or something is located in a certain order or queue. For example, the queue for tickets to the zoo is a sequence. And there can only be one! If, for example, you look at the queue at the store, this is one sequence. And if one person from this queue suddenly leaves, then this is a different queue, a different order.
The word “limit” is also easily interpreted - it is the end of something. However, in mathematics, the limits of sequences are those values on the number line to which a sequence of numbers tends. Why does it strive and not end? It's simple, the number line has no end, and most sequences, like rays, have only a beginning and look like this:
x 1, x 2, x 3,...x n...
Hence the definition of a sequence is a function of the natural argument. In simpler words, this is a series of members of a certain set.
How is the number sequence constructed?
A simple example of a number sequence might look like this: 1, 2, 3, 4, …n…
In most cases, for practical purposes, sequences are built from numbers, and each next member of the series, let's denote it X, has its own name. For example:
x 1 is the first member of the sequence;
x 2 is the second term of the sequence;
x 3 is the third term;
x n is the nth term.
In practical methods, the sequence is given by a general formula in which there is a certain variable. For example:
X n =3n, then the series of numbers itself will look like this:
It is worth remembering that when writing sequences in general, you can use any Latin letters, not just X. For example: y, z, k, etc.
Arithmetic progression as part of sequences
Before looking for the limits of sequences, it is advisable to plunge deeper into the very concept of such a number series, which everyone encountered when they were in middle school. An arithmetic progression is a series of numbers in which the difference between adjacent terms is constant.
Problem: “Let a 1 = 15, and the progression step of the number series d = 4. Construct the first 4 terms of this series"
Solution: a 1 = 15 (by condition) is the first term of the progression (number series).
and 2 = 15+4=19 is the second term of the progression.
and 3 =19+4=23 is the third term.
and 4 =23+4=27 is the fourth term.
However, using this method it is difficult to reach large values, for example up to a 125. . Especially for such cases, a formula convenient for practice was derived: a n =a 1 +d(n-1). In this case, a 125 =15+4(125-1)=511.
Types of sequences
Most of the sequences are endless, it's worth remembering for the rest of your life. There are two interesting types of number series. The first is given by the formula a n =(-1) n. Mathematicians often call this sequence a flasher. Why? Let's check its number series.
1, 1, -1, 1, -1, 1, etc. With an example like this, it becomes clear that numbers in sequences can easily be repeated.
Factorial sequence. It's easy to guess - the formula defining the sequence contains a factorial. For example: a n = (n+1)!
Then the sequence will look like this:
a 2 = 1x2x3 = 6;
and 3 = 1x2x3x4 = 24, etc.
A sequence defined by an arithmetic progression is called infinitely decreasing if the inequality -1 is satisfied for all its terms and 3 = - 1/8, etc. There is even a sequence consisting of the same number. So, n =6 consists of an infinite number of sixes. Sequence limits have long existed in mathematics. Of course, they deserve their own competent design. So, time to learn the definition of sequence limits. First, let's look at the limit for a linear function in detail: It is easy to understand that the definition of the limit of a sequence can be formulated as follows: this is a certain number to which all members of the sequence infinitely approach. A simple example: a x = 4x+1. Then the sequence itself will look like this. 5, 9, 13, 17, 21…x… Thus, this sequence will increase indefinitely, which means its limit is equal to infinity as x→∞, and it should be written like this: If we take a similar sequence, but x tends to 1, we get: And the series of numbers will be like this: 1.4, 1.8, 4.6, 4.944, etc. Each time you need to substitute the number closer to one (0.1, 0.2, 0.9, 0.986). From this series it is clear that the limit of the function is five. From this part it is worth remembering what the limit of a numerical sequence is, the definition and method for solving simple problems. Having examined the limit of a number sequence, its definition and examples, you can proceed to a more complex topic. Absolutely all limits of sequences can be formulated by one formula, which is usually analyzed in the first semester. So, what does this set of letters, modules and inequality signs mean? ∀ is a universal quantifier, replacing the phrases “for all”, “for everything”, etc. ∃ is an existential quantifier, in this case it means that there is some value N belonging to the set of natural numbers. A long vertical stick following N means that the given set N is “such that.” In practice, it can mean “such that”, “such that”, etc. To reinforce the material, read the formula out loud. The method of finding the limit of sequences, which was discussed above, although simple to use, is not so rational in practice. Try to find the limit for this function: If we substitute different values of “x” (increasing each time: 10, 100, 1000, etc.), then we get ∞ in the numerator, but also ∞ in the denominator. This results in a rather strange fraction: But is this really so? Calculating the limit of a number sequence in this case seems quite easy. It would be possible to leave everything as it is, because the answer is ready, and it was received under reasonable conditions, but there is another way specifically for such cases. First, let's find the highest degree in the numerator of the fraction - this is 1, since x can be represented as x 1. Now let's find the highest degree in the denominator. Also 1. Let's divide both the numerator and the denominator by the variable to the highest degree. In this case, divide the fraction by x 1. Next, we will find what value each term containing a variable tends to. In this case, fractions are considered. As x→∞, the value of each fraction tends to zero. When submitting your work in writing, you should make the following footnotes: This results in the following expression: Of course, the fractions containing x did not become zeros! But their value is so small that it is completely permissible not to take it into account in calculations. In fact, x will never be equal to 0 in this case, because you cannot divide by zero. Suppose the professor has at his disposal a complex sequence, given, obviously, by an equally complex formula. The professor has found the answer, but is it right? After all, all people make mistakes. Auguste Cauchy once came up with an excellent way to prove the limits of sequences. His method was called neighborhood manipulation. Suppose that there is a certain point a, its neighborhood in both directions on the number line is equal to ε (“epsilon”). Since the last variable is distance, its value is always positive. Now let's define some sequence x n and assume that the tenth term of the sequence (x 10) is included in the neighborhood of a. How can we write this fact in mathematical language? Let's say x 10 is to the right of point a, then the distance x 10 -a<ε, однако, если расположить «икс десятое» левее точки а, то расстояние получится отрицательным, а это невозможно, значит, следует занести левую часть неравенства под модуль. Получится |х 10 -а|<ε. Now it’s time to explain in practice the formula discussed above. It is fair to call a certain number a the end point of a sequence if for any of its limits the inequality ε>0 is satisfied, and the entire neighborhood has its own natural number N, such that all members of the sequence with higher numbers will be inside the sequence |x n - a|< ε. With such knowledge it is easy to solve the sequence limits, prove or disprove the ready-made answer. Theorems on the limits of sequences are an important component of the theory, without which practice is impossible. There are only four main theorems, remembering which can make the solution or proof much easier: Sometimes you need to solve an inverse problem, to prove a given limit of a numerical sequence. Let's look at an example. Prove that the limit of the sequence given by the formula is zero. According to the rule discussed above, for any sequence the inequality |x n - a|<ε. Подставим заданное значение и точку отсчёта. Получим: Let us express n through “epsilon” to show the existence of a certain number and prove the presence of a limit of the sequence. At this point, it is important to remember that “epsilon” and “en” are positive numbers and are not equal to zero. Now it is possible to continue further transformations using the knowledge about inequalities gained in high school. How does it turn out that n > -3 + 1/ε. Since it is worth remembering that we are talking about natural numbers, the result can be rounded by putting it in square brackets. Thus, it was proven that for any value of the “epsilon” neighborhood of the point a = 0, a value was found such that the initial inequality is satisfied. From here we can safely say that the number a is the limit of a given sequence. Q.E.D. This convenient method can be used to prove the limit of a numerical sequence, no matter how complex it may be at first glance. The main thing is not to panic when you see the task. The existence of a consistency limit is not necessary in practice. You can easily come across series of numbers that really have no end. For example, the same “flashing light” x n = (-1) n. it is obvious that a sequence consisting of only two digits, repeated cyclically, cannot have a limit. The same story is repeated with sequences consisting of one number, fractional ones, having uncertainty of any order during calculations (0/0, ∞/∞, ∞/0, etc.). However, it should be remembered that incorrect calculations also occur. Sometimes double-checking your own solution will help you find the sequence limit. Several examples of sequences and methods for solving them were discussed above, and now let’s try to take a more specific case and call it a “monotonic sequence.” Definition: any sequence can rightly be called monotonically increasing if the strict inequality x n holds for it< x n +1. Также любую последовательность справедливо называть монотонной убывающей, если для неё выполняется неравенство x n >x n +1. Along with these two conditions, there are also similar non-strict inequalities. Accordingly, x n ≤ x n +1 (non-decreasing sequence) and x n ≥ x n +1 (non-increasing sequence). But it’s easier to understand this with examples. The sequence given by the formula x n = 2+n forms the following series of numbers: 4, 5, 6, etc. This is a monotonically increasing sequence. And if we take x n =1/n, we get the series: 1/3, ¼, 1/5, etc. This is a monotonically decreasing sequence. A bounded sequence is a sequence that has a limit. A convergent sequence is a series of numbers that has an infinitesimal limit. Thus, the limit of a bounded sequence is any real or complex number. Remember that there can only be one limit. The limit of a convergent sequence is an infinitesimal (real or complex) quantity. If you draw a sequence diagram, then at a certain point it will seem to converge, tend to turn into a certain value. Hence the name - convergent sequence. There may or may not be a limit to such a sequence. First, it is useful to understand when it exists; from here you can start when proving the absence of a limit. Among monotonic sequences, convergent and divergent are distinguished. Convergent is a sequence that is formed by the set x and has a real or complex limit in this set. Divergent is a sequence that has no limit in its set (neither real nor complex). Moreover, the sequence converges if, in a geometric representation, its upper and lower limits converge. The limit of a convergent sequence can be zero in many cases, since any infinitesimal sequence has a known limit (zero). Whatever convergent sequence you take, they are all bounded, but not all bounded sequences converge. The sum, difference, product of two convergent sequences is also a convergent sequence. However, the quotient can also be convergent if it is defined! Sequence limits are as significant (in most cases) as digits and numbers: 1, 2, 15, 24, 362, etc. It turns out that some operations can be performed with limits. First, like digits and numbers, the limits of any sequence can be added and subtracted. Based on the third theorem on the limits of sequences, the following equality holds: the limit of the sum of sequences is equal to the sum of their limits. Secondly, based on the fourth theorem on the limits of sequences, the following equality is true: the limit of the product of the nth number of sequences is equal to the product of their limits. The same is true for division: the limit of the quotient of two sequences is equal to the quotient of their limits, provided that the limit is not zero. After all, if the limit of sequences is equal to zero, then division by zero will result, which is impossible. It would seem that the limit of the numerical sequence has already been discussed in some detail, but phrases such as “infinitely small” and “infinitely large” numbers are mentioned more than once. Obviously, if there is a sequence 1/x, where x→∞, then such a fraction is infinitesimal, and if the same sequence, but the limit tends to zero (x→0), then the fraction becomes an infinitely large value. And such quantities have their own characteristics. The properties of the limit of a sequence having any small or large values are as follows: In fact, calculating the limit of a sequence is not such a difficult task if you know a simple algorithm. But the limits of consistency are a topic that requires maximum attention and perseverance. Of course, it is enough to simply grasp the essence of the solution to such expressions. Starting small, you can achieve great heights over time. In this lesson we will learn a lot of interesting things from the life of members of a large community called Vkontakte number sequences. The topic under consideration relates not only to the course of mathematical analysis, but also touches on the basics discrete mathematics. In addition, the material will be required for mastering other sections of the tower, in particular, during the study number series And functional series. You can say tritely that this is important, you can say encouragingly that it’s simple, you can say many more routine phrases, but today is the first, unusually lazy week of school, so it’s terribly breaking me to write the first paragraph =) I’ve already saved the file in my hearts and got ready to sleep, when suddenly... my head was illuminated by the idea of a sincere confession, which incredibly lightened my soul and pushed me to continue tapping my fingers on the keyboard. Let's take a break from summer memories and take a look into this fascinating and positive world of the new social network: First, let's think about the word itself: what is sequence? Sequence is when something follows something. For example, a sequence of actions, a sequence of seasons. Or when someone is located behind someone. For example, a sequence of people in a queue, a sequence of elephants on the path to a watering hole. Let us immediately clarify the characteristic features of the sequence. Firstly, sequence members are located strictly in a certain order. So, if two people in the queue are swapped, then this will already be other subsequence. Secondly, everyone sequence member You can assign a serial number: It's the same with numbers. Let to each natural value according to some rule matched to a real number. Then they say that a numerical sequence is given. Yes, in mathematical problems, unlike life situations, the sequence almost always contains infinitely many numbers. Wherein: In practice, the sequence is usually given common term formula, For example: Thus, the record uniquely determines all members of the sequence - this is the rule (formula) according to which natural values Sequence of positive odd numbers: Another common sequence: As many have probably noticed, the “en” variable plays the role of a kind of counter. In fact, we dealt with number sequences back in middle school. Let's remember arithmetic progression. I won’t rewrite the definition; let’s touch on the essence with a specific example. Let be the first term, and – step arithmetic progression. Then: Note
: in a recurrent formula, each subsequent term is expressed in terms of the previous term or even in terms of a whole set of previous terms. The resulting formula is of little use in practice - to get, say, to , you need to go through all the previous terms. And in mathematics, a more convenient expression for the nth term of an arithmetic progression has been derived: Substitute natural numbers into the formula and check the correctness of the numerical sequence constructed above. Similar calculations can be made for geometric progression, the nth term of which is given by the formula , where is the first term, and – denominator progression. In math tasks, the first term is often equal to one. progression sets the sequence I hope everyone knows that –1 to an odd power is equal to –1, and to an even power – one. Progression is called infinitely decreasing, if (last two cases). Let's add two new friends to our list, one of whom has just knocked on the monitor's matrix: The sequence in mathematical jargon is called a “blinker”: Thus, sequence members can be repeated. So, in the example considered, the sequence consists of two infinitely alternating numbers. Does it happen that a sequence consists of identical numbers? Certainly. For example, it sets an infinite number of “threes”. For aesthetes, there is a case when “en” still formally appears in the formula: Let's invite a simple friend to dance: What happens when "en" increases to infinity? Obviously, the members of the sequence will be infinitely close approach zero. This is the limit of this sequence, which is written as follows: If the limit of a sequence is zero, then it is called infinitesimal. In the theory of mathematical analysis it is given strict definition of the sequence limit through the so-called epsilon neighborhood. The next article will be devoted to this definition, but for now let’s look at its meaning: Let us depict on the number line the terms of the sequence and the neighborhood symmetric with respect to zero (limit): The sequence is also infinitesimal: with the difference that its members do not jump back and forth, but approach the limit exclusively from the right. Naturally, the limit can be equal to any other finite number, an elementary example: Here the fraction tends to zero, and accordingly, the limit is equal to “two”. If the sequence there is a finite limit, then it is called convergent(in particular, infinitesimal at ). Otherwise - divergent, in this case, two options are possible: either the limit does not exist at all, or it is infinite. In the latter case, the sequence is called infinitely large. Let's gallop through the examples of the first paragraph: Sequences An arithmetic progression with the first term and step is also infinitely large: By the way, any arithmetic progression also diverges, with the exception of the case with a zero step - when . The limit of such a sequence exists and coincides with the first term. The sequences have a similar fate: Any infinitely decreasing geometric progression, as is clear from the name, infinitely small: If the denominator of the geometric progression is , then the sequence is infinitely large: If, for example, then the limit does not exist at all, since the members tirelessly jump either to “plus infinity” or to “minus infinity”. And common sense and Matan’s theorems suggest that if something is striving somewhere, then this is the only cherished place. After a little revelation Factorial is infinitely large sequence: Moreover, it is growing by leaps and bounds, so it is a number that has more than 100 digits (digits)! Why exactly 70? On it my engineering microcalculator begs for mercy. With a control shot, everything is a little more complicated, and we have just come to the practical part of the lecture, in which we will analyze combat examples: But now you need to be able to solve the limits of functions, at least at the level of two basic lessons: Limits. Examples of solutions And Wonderful Limits. Because many solution methods will be similar. But, first of all, let’s analyze the fundamental differences between the limit of a sequence and the limit of a function: In the limit of the sequence, the “dynamic” variable “en” can tend to only to “plus infinity”– towards increasing natural numbers Subsequence discrete(discontinuous), that is, it consists of individual isolated members. One, two, three, four, five, the bunny went out for a walk. The argument of a function is characterized by continuity, that is, “X” smoothly, without incident, tends to one or another value. And, accordingly, the function values will also continuously approach their limit. Because of discreteness within the sequences there are their own signature things, such as factorials, “flashing lights”, progressions, etc. And now I will try to analyze the limits that are specific to sequences. Let's start with progressions: Example 1 Find the limit of the sequence Solution: something similar to an infinitely decreasing geometric progression, but is it really that? For clarity, let’s write down the first few terms: Since, then we are talking about amount terms of an infinitely decreasing geometric progression, which is calculated by the formula. Let's make a decision: We use the formula for the sum of an infinitely decreasing geometric progression: . In this case: – the first term, – the denominator of the progression. Example 2 Write the first four terms of the sequence and find its limit This is an example for you to solve on your own. To eliminate the uncertainty in the numerator, you will need to apply the formula for the sum of the first terms of an arithmetic progression: Since within sequences "en" always tends to "plus infinity", it is not surprising that uncertainty is one of the most popular. Or maybe something more complicated like From a formal point of view, the difference will be only in one letter - “x” here, and “en” here. Also, uncertainty within sequences is quite common. How to solve limits like To understand the limit, refer to Example No. 7 of the lesson Wonderful Limits(the second remarkable limit is also valid for the discrete case). The solution will again be like a carbon copy with a single letter difference. The next four examples (Nos. 3-6) are also “two-faced”, but in practice for some reason they are more characteristic of sequence limits than of function limits: Example 3 Find the limit of the sequence Solution: first the complete solution, then step-by-step comments: (1) In the numerator we use the formula twice. (2) We present similar terms in the numerator. (3) To eliminate uncertainty, divide the numerator and denominator by (“en” to the highest degree). As you can see, nothing complicated. Example 4 Find the limit of the sequence This is an example for you to solve on your own, abbreviated multiplication formulas to help. Within s indicative Sequences use a similar method of dividing the numerator and denominator: Example 5 Find the limit of the sequence Solution Let's arrange it according to the same scheme: A similar theorem is true, by the way, for functions: the product of a bounded function and an infinitesimal function is an infinitesimal function. Example 9 Find the limit of the sequence The function a n =f (n) of the natural argument n (n=1; 2; 3; 4;...) is called a number sequence. Numbers a 1; a 2 ; a 3 ; a 4 ;…, forming a sequence, are called members of a numerical sequence. So a 1 =f (1); a 2 =f (2); a 3 =f (3); a 4 =f (4);… So, the members of the sequence are designated by letters indicating the indices - the serial numbers of their members: a 1 ; a 2 ; a 3 ; a 4 ;…, therefore, a 1 is the first member of the sequence; a 2 is the second term of the sequence; a 3 is the third member of the sequence; a 4 is the fourth term of the sequence, etc. Briefly the numerical sequence is written as follows: a n =f (n) or (a n). There are the following ways to specify a number sequence: 1)
Verbal method. Represents a pattern or rule for the arrangement of members of a sequence, described in words. Example 1. Write a sequence of all non-negative numbers that are multiples of 5. Solution. Since all numbers ending in 0 or 5 are divisible by 5, the sequence will be written like this: 0; 5; 10; 15; 20; 25; ... Example 2. Given the sequence: 1; 4; 9; 16; 25; 36; ... . Ask it verbally. Solution. We notice that 1=1 2 ; 4=2 2 ; 9=3 2 ; 16=4 2 ; 25=5 2 ; 36=6 2 ; ... We conclude: given a sequence consisting of squares of natural numbers. 2)
Analytical method. The sequence is given by the formula of the nth term: a n =f (n). Using this formula, you can find any member of the sequence. Example 3. The expression for the kth term of a number sequence is known: a k = 3+2·(k+1). Compute the first four terms of this sequence. a 1 =3+2∙(1+1)=3+4=7; a 2 =3+2∙(2+1)=3+6=9; a 3 =3+2∙(3+1)=3+8=11; a 4 =3+2∙(4+1)=3+10=13. Example 4. Determine the rule for composing a numerical sequence using its first few members and express the general term of the sequence using a simpler formula: 1; 3; 5; 7; 9; ... . Solution. We notice that we are given a sequence of odd numbers. Any odd number can be written in the form: 2k-1, where k is a natural number, i.e. k=1; 2; 3; 4; ... . Answer: a k =2k-1. 3)
Recurrent method. The sequence is also given by a formula, but not by a general term formula, which depends only on the number of the term. A formula is specified by which each next term is found through the previous terms. In the case of the recurrent method of specifying a function, one or several first members of the sequence are always additionally specified. Example 5. Write out the first four terms of the sequence (a n ), if a 1 =7; a n+1 = 5+a n . a 2 =5+a 1 =5+7=12; a 3 =5+a 2 =5+12=17; a 4 =5+a 3 =5+17=22. Answer: 7; 12; 17; 22; ... . Example 6. Write out the first five terms of the sequence (b n), if b 1 = -2, b 2 = 3; b n+2 = 2b n +b n+1 . b 3 = 2∙b 1 + b 2 = 2∙(-2) + 3 = -4+3=-1; b 4 = 2∙b 2 + b 3 = 2∙3 +(-1) = 6 -1 = 5; b 5 = 2∙b 3 + b 4 = 2∙(-1) + 5 = -2 +5 = 3. Answer: -2; 3; -1; 5; 3; ... . 4)
Graphic method. The numerical sequence is given by a graph, which represents isolated points. The abscissas of these points are natural numbers: n=1; 2; 3; 4; ... . Ordinates are the values of the sequence members: a 1 ; a 2 ; a 3 ; a 4 ;… . Example 7. Write down all five terms of the numerical sequence given graphically. Each point in this coordinate plane has coordinates (n; a n). Let's write down the coordinates of the marked points in ascending order of the abscissa n. We get: (1 ; -3), (2 ; 1), (3 ; 4), (4 ; 6), (5 ; 7). Therefore, a 1 = -3; a 2 =1; a 3 =4; a 4 =6; a 5 =7. Answer: -3; 1; 4; 6; 7. The considered numerical sequence as a function (in example 7) is given on the set of the first five natural numbers (n=1; 2; 3; 4; 5), therefore, is finite number sequence(consists of five members). If a number sequence as a function is given on the entire set of natural numbers, then such a sequence will be an infinite number sequence.Determining the Sequence Limit
General designation for the limit of sequences
Uncertainty and certainty of the limit
What is a neighborhood?
Theorems
Proof of sequences
Or maybe he's not there?
Monotonic sequence
Limit of a convergent and bounded sequence
Limit of a monotonic sequence
Various actions with limits
Properties of sequence quantities
Number sequence.
How ?Concept of number sequence
called first member sequences;
– second member sequences;
– third member sequences;
…
– nth or common member sequences;
…
– sequence of positive even numbers: numbers are put into correspondence. Therefore, the sequence is often briefly denoted by a common term, and instead of “x” other Latin letters can be used, for example:
– the second term of this progression;
– the third term of this progression;
- fourth; - fifth;
…
And, obviously, the nth term is given recurrent formula. In our case:
;
progression sets the sequence;
progression sets the sequence
;
progression sets the sequence
.
Now pinch the blue area with the edges of your palms and begin to reduce it, pulling it towards the limit (red point). A number is the limit of a sequence if FOR ANY pre-selected -neighborhood (as small as you like) will be inside it infinitely many members of the sequence, and OUTSIDE it - only final number of members (or none at all). That is, the epsilon neighborhood can be microscopic, and even smaller, but the “infinite tail” of the sequence sooner or later must fully enter the area.are infinitely large, as their members confidently move towards “plus infinity”:
it becomes clear that the “flashing light” is to blame for the uncontrollable throwing, which, by the way, diverges on its own.
Indeed, for a sequence it is easy to choose a -neighborhood that, say, only clamps the number –1. As a result, an infinite number of sequence members (“plus ones”) will remain outside this neighborhood. But by definition, the “infinite tail” of the sequence from a certain moment (natural number) must fully go into ANY vicinity of your limit. Conclusion: the sky is the limit..
In the limit of the function, “x” can be directed anywhere – to “plus/minus infinity” or to an arbitrary real number., where is the first and a is the nth term of the progression.
And many examples are solved in exactly the same way as function limits!? Check out Example No. 3 of the article Methods for solving limits.
The technique is the same - the numerator and denominator must be divided by “en” to the highest degree.can be found in Examples No. 11-13 of the same article.