Sep 24, 2015 · How to count using the Inclusion/Exclusion Principle. This is Chapter 9 Problem 4 of the MATH1231/1241 Algebra notes. Presented by Daniel Chan from UNSW. Sep 14, 2018 · This formula makes sense to me again, but can someone please explain it to me in simple terms how the binomial theorem is even related to inclusion/exclusion? I've also seen proofs where examples substitute the x = 1 and y = -1 and we end up getting the binomial expansion to equal 0. I just don't see how we can relate that to PIE. Please help ... The probabilistic principle of inclusion and exclusion (PPIE for short) is a method used to calculate the probability of unions of events. For two events, the PPIE is equivalent to the probability rule of sum: The PPIE is closely related to the principle of inclusion and exclusion in set theory.Prove the following inclusion-exclusion formula. P ( ⋃ i = 1 n A i) = ∑ k = 1 n ∑ J ⊂ { 1,..., n }; | J | = k ( − 1) k + 1 P ( ⋂ i ∈ J A i) I am trying to prove this formula by induction; for n = 2, let A, B be two events in F. We can write A = ( A ∖ B) ∪ ( A ∩ B), B = ( B ∖ A) ∪ ( A ∩ B), since these are disjoint ...I want to find the number of primes numbers between 1 and 30 using the exclusion and inclusion principle. This is what I got: The numbers in sky-blue are the ones I have to subtract.the static version of the distinction inclusion/exclusion for addressing the emergence of new inequalities (section IV). On this basis, section V proposes an original classification of different constellations of inclusion/exclusion and illustrates them with specific examples. Section VI offers a summary of the main findings together with Theorem 7.7. Principle of Inclusion-Exclusion. The number of elements of X X which satisfy none of the properties in P P is given by. ∑S⊆[m](−1)|S|N(S) ∑ S ⊆ [ m] ( − 1) | S | N ( S). This page titled 7.2: The Inclusion-Exclusion Formula is shared under a CC BY-SA 4.0 license and was authored, remixed, and/or curated by Mitchel T ...The Inclusion-Exclusion Principle. The inclusion-exclusion principle is an important combinatorial way to compute the size of a set or the probability of complex events. It relates the sizes of individual sets with their union. Statement The verbal formula. The inclusion-exclusion principle can be expressed as follows:The principle of inclusion and exclusion is very important and useful for enumeration problems in combinatorial theory. By using this principle, in the chapter, the number of elements of A that satisfy exactly r properties of P are deduced, given the numbers of elements of A that satisfy at least k ( k ≥ r) properties of P.The principle of inclusion and exclusion is very important and useful for enumeration problems in combinatorial theory. By using this principle, in the chapter, the number of elements of A that satisfy exactly r properties of P are deduced, given the numbers of elements of A that satisfy at least k ( k ≥ r) properties of P.The Inclusion-Exclusion Principle can be used on A n alone (we have already shown that the theorem holds for one set): X J fng J6=; ( 1)jJj 1 \ i2 A i = ( 1)jfngj 1 \In combinatorics, a branch of mathematics, the inclusion–exclusion principle is a counting technique which generalizes the familiar method of obtaining the number of elements in the union of two finite sets; symbolically expressed as where A and B are two finite sets and |S | indicates the cardinality of a set S . The formula expresses the fact that the sum of the sizes of the two sets may ...University of Pittsburgh It seems that this formula is similar to an inclusion-exclusion formula? One approach I was thinking was an induction approach. Obviously if we take $|K|=1$ the formula holds. The induction step could be to assume it holds for $|K-1|-1$ and then simply prove the final result. Does this seem a viable approach, any other suggested approaches are ...Using inclusion-exclusion principle to find the probability of events. 2. Find the correspondence between natural numbers and subsets with the inclusion-exclusion ...1 Answer. It might be useful to recall that the principle of inclusion-exclusion (PIE), at least in its finite version, is nothing but the integrated version of an algebraic identity involving indicator functions. 1 −1A =∏i=1n (1 −1Ai). 1 − 1 A = ∏ i = 1 n ( 1 − 1 A i). Integrating this pointwise identity between functions, using ...This set of Discrete Mathematics Multiple Choice Questions & Answers (MCQs) focuses on “Discrete Probability – Principle of Inclusion Exclusion”. 1. There are 70 patients admitted in a hospital in which 29 are diagnosed with typhoid, 32 with malaria, and 14 with both typhoid and malaria. Find the number of patients diagnosed with typhoid ...Oct 10, 2014 · The Principle of Inclusion-Exclusion. Example 1: In a discrete mathematics class every student is a major in computer science or mathematics , or both. The number of students having computer science as a major (possibly along with mathematics) is 25; Feb 27, 2016 · You should not have changed the symbols on the left side of the equation! On the left you should have $\cup$, on the right you should have $\cap$. Look at your book again. You will not be able to complete the exercise until you, very slowly and carefully, understand the statement of the inclusion-exclusion principle. $\endgroup$ – The inclusion-exclusion principle (like the pigeon-hole principle we studied last week) is simple to state and relatively easy to prove, and yet has rather spectacular applications. In class, for instance, we began with some examples that seemed hopelessly complicated.包除原理 （ほうじょげんり、 英: Inclusion-exclusion principle, principle of inclusion and exclusion, Principle of inclusion-exclusion, PIE ）あるいは包含と排除の原理とは、 数え上げ組合せ論 における基本的な結果のひとつ。. 特別な場合には「 有限集合 A と B の 和集合 に属する ...However, you are much more likely to obtain helpful responses if you tell us what you have attempted and explain where you are stuck. Questions that do not include that information tend to be closed. As for the remarks about the Inclusion-Exclusion Principle and the algorithm, I interpreted them as calls for alternative solutions. $\endgroup$Full Course of Discrete Mathematics: https://youtube.com/playlist?list=PLV8vIYTIdSnZjLhFRkVBsjQr5NxIiq1b3In this video you can learn about Principle of Inclu... The inclusion-exclusion principle is a combinatorial method for determining the cardinality of a set where each element XU satisfies a list of properties . In this paper we will display the ...The principle of inclusion and exclusion (PIE) is a counting technique that computes the number of elements that satisfy at least one of several properties while guaranteeing that elements satisfying more than one property are not counted twice. The inclusion-exclusion principle is similar to the pigeonhole principle in that it is easy to state and relatively easy to prove, and also has an extensive range of applications. These sort of ...Nov 21, 2018 · A thorough understanding of the inclusion-exclusion principle in Discrete Mathematics is vital for building a solid foundation in set theory. With the inclusion-exclusion principle, there are generally two types of questions that appear in introductory and lower level Discrete Mathematics syllabi. These question types are: Inclusion-Exclusion Selected Exercises. ... Exercise 14 Exercise 14 Solution The Principle of Inclusion-Exclusion The Principle of Inclusion-Exclusion Proof Proof ...the static version of the distinction inclusion/exclusion for addressing the emergence of new inequalities (section IV). On this basis, section V proposes an original classification of different constellations of inclusion/exclusion and illustrates them with specific examples. Section VI offers a summary of the main findings together with Feb 24, 2014 at 15:36. You could intuitively try to prove an equation by drawing four sets in the form of a Venn diagram -- say A1,A2,A3,A4 A 1, A 2, A 3, A 4, and observing the intersections between the circles. You want to find the cardinality of the union.The Inclusion-Exclusion Principle. From the First Principle of Counting we have arrived at the commutativity of addition, which was expressed in convenient mathematical notations as a + b = b + a. The Principle itself can also be expressed in a concise form. It consists of two parts. The first just states that counting makes sense.Full Course of Discrete Mathematics: https://youtube.com/playlist?list=PLV8vIYTIdSnZjLhFRkVBsjQr5NxIiq1b3In this video you can learn about Principle of Inclu...In order to practice the Inclusion–exclusion principle and permutations / derangements, I tried to develop an exercise on my own. Assume there are $6$ players throwing a fair die with $6$ sides. In this game, player 1 is required to throw a 1, player 2 is required to throw a 2 and so on.the static version of the distinction inclusion/exclusion for addressing the emergence of new inequalities (section IV). On this basis, section V proposes an original classification of different constellations of inclusion/exclusion and illustrates them with specific examples. Section VI offers a summary of the main findings together with Inclusion-Exclusion principle problems Problem 1 There is a group of 48 students enrolled in Mathematics, French and Physics. Some students were more successful than others: 32 passed French, 27 passed Physics, 33 passed Mathematics;Feb 24, 2014 at 15:36. You could intuitively try to prove an equation by drawing four sets in the form of a Venn diagram -- say A1,A2,A3,A4 A 1, A 2, A 3, A 4, and observing the intersections between the circles. You want to find the cardinality of the union.Sep 24, 2015 · How to count using the Inclusion/Exclusion Principle. This is Chapter 9 Problem 4 of the MATH1231/1241 Algebra notes. Presented by Daniel Chan from UNSW. The inclusion-exclusion principle is similar to the pigeonhole principle in that it is easy to state and relatively easy to prove, and also has an extensive range of applications. These sort of ...Inclusion/Exclusion with 4 Sets • Suppose you are using the inclusion-exclusion principle to compute the number of elements in the union of four sets. –Each set has 15 elements. –The pair-wise intersections have 5 elements each. –The three-way intersections have 2 elements each. –There is only one element in the intersection of all ... TheInclusion-Exclusion Principle Physics 116C Fall 2012 TheInclusion-Exclusion Principle 1. The probability that at least one oftwoevents happens Consider a discrete sample space Ω. We define an event A to be any subset of Ω, which in set notation is written as A⊂ Ω. Then, Boas asserts in eq. (3.6) on p. 732 that1Using inclusion-exclusion principle to find the probability of events. 2. Find the correspondence between natural numbers and subsets with the inclusion-exclusion ...TheInclusion-Exclusion Principle Physics 116C Fall 2012 TheInclusion-Exclusion Principle 1. The probability that at least one oftwoevents happens Consider a discrete sample space Ω. We define an event A to be any subset of Ω, which in set notation is written as A⊂ Ω. Then, Boas asserts in eq. (3.6) on p. 732 that1The Inclusion-Exclusion Principle. From the First Principle of Counting we have arrived at the commutativity of addition, which was expressed in convenient mathematical notations as a + b = b + a. The Principle itself can also be expressed in a concise form. It consists of two parts. The first just states that counting makes sense.Lecture 4: Principle of inclusion and exclusion Instructor: Jacob Fox 1 Principle of inclusion and exclusion Very often, we need to calculate the number of elements in the union of certain sets. Assuming that we know the sizes of these sets, and their mutual intersections, the principle of inclusion and exclusion allows us to do exactly that. Inclusion-Exclusion Selected Exercises Powerpoint Presentation taken from Peter Cappello’s webpage www.cs.ucsb.edu/~capello\end{align*}\] Thus, the inclusion-exclusion formula counts each element of the union exactly once. ∎. Positive Integer Equations. As an example, the principle of inclusion-exclusion can be used to answer some questions about solutions in the integers. How many solutions are there to \(x+y+z=15\) where each variable is a non-negative integer?How can this be done using the principle of inclusion/exclusion? combinatorics; inclusion-exclusion; Share. Cite. Follow edited Nov 12, 2014 at 5:56. asked ...In order to practice the Inclusion–exclusion principle and permutations / derangements, I tried to develop an exercise on my own. Assume there are $6$ players throwing a fair die with $6$ sides. In this game, player 1 is required to throw a 1, player 2 is required to throw a 2 and so on.Using inclusion-exclusion principle to count the integers in $\{1, 2, 3, \dots , 100\}$ that are not divisible by $2$, $3$ or $5$ Ask Question The principle of inclusion and exclusion (PIE) is a counting technique that computes the number of elements that satisfy at least one of several properties while guaranteeing that elements satisfying more than one property are not counted twice. Induction Step. Consider f(⋃i= 1r Ai ∩Ar+1) f ( ⋃ i = 1 r A i ∩ A r + 1) . By the fact that Intersection Distributes over Union, this can be written: At the same time, we have the expansion of the term f(⋃i= 1r Ai) f ( ⋃ i = 1 r A i) to take into account. So we can consider the general term of s s intersections in the expansion of f ...The question wants to count certain arrangements of the word "ARRANGEMENT": a) find exactly 2 pairs of consecutive letters? b) find at least 3 pairs of consecutive letters? I have the ans...Week 6-8: The Inclusion-Exclusion Principle March 13, 2018 1 The Inclusion-Exclusion Principle Let S be a finite set. Given subsets A,B,C of S, we have The inclusion exclusion principle forms the basis of algorithms for a number of NP-hard graph partitioning problems, such as graph coloring. A well known application of the principle is the construction of the chromatic polynomial of a graph. Bipartite graph perfect matchings The Inclusion-Exclusion Principle. The inclusion-exclusion principle is an important combinatorial way to compute the size of a set or the probability of complex events. It relates the sizes of individual sets with their union. Statement The verbal formula. The inclusion-exclusion principle can be expressed as follows:A general "inclusion-exclusion principle" / Formulas like $\inf(a,b)\sup(a,b)=ab$ 3 Coupon collector's problem: mean and variance in number of coupons to be collected to complete a set (unequal probabilities)Find step-by-step Discrete math solutions and your answer to the following textbook question: Write out the explicit formula given by the principle of inclusion–exclusion for the number of elements in the union of five sets..It seems that this formula is similar to an inclusion-exclusion formula? One approach I was thinking was an induction approach. Obviously if we take $|K|=1$ the formula holds. The induction step could be to assume it holds for $|K-1|-1$ and then simply prove the final result. Does this seem a viable approach, any other suggested approaches are ...Oct 10, 2014 · The Principle of Inclusion-Exclusion. Example 1: In a discrete mathematics class every student is a major in computer science or mathematics , or both. The number of students having computer science as a major (possibly along with mathematics) is 25; Inclusion-Exclusion and its various Applications. In the field of Combinatorics, it is a counting method used to compute the cardinality of the union set. According to basic Inclusion-Exclusion principle : For 2 finite sets and , which are subsets of Universal set, then and are disjoint sets. .The inclusion-exclusion principle is closely related to an historic method for computing any initial sequence of prime numbers. Let p1 , p2 , . . ., pm be the sequence consisting of the first m primes and take S = {2, 3, . . . , n}.By Bonferroni's inequalities, the terms in the inclusion-exclusion sum alternately under- and over-estimate the final value. You should be fine with just: $$ \lvert A_1 \cup A_2 \cup \ldots \cup A_n \rvert \ge \sum_i \lvert A_i \rvert - \sum_{i < j} \lvert A_i \cap A_j \rvert \ge \sum_i \lvert A_i \rvert - \sum_{i < j} a_{ij} $$ This bound can ...Inclusion-Exclusion Selected Exercises. ... Exercise 14 Exercise 14 Solution The Principle of Inclusion-Exclusion The Principle of Inclusion-Exclusion Proof Proof ... inclusion-exclusion principle integers modulo n. 1. Proof of Poincare's Inclusion-Exclusion Indicator Function Formula by Induction. 5. Why are there $2^n-1$ terms in ...Write out the explicit formula given by the principle of inclusion–exclusion for the number of elements in the union of six sets when it is known that no three of these sets have a common intersection. is to present several deriv ations of the inclusion-exclusion formula and various ancillary form ulas and to give a few examples of its use. Let S be a set of n elements with n ≥ 1, and let S 1 ...Inclusion/Exclusion with 4 Sets • Suppose you are using the inclusion-exclusion principle to compute the number of elements in the union of four sets. –Each set has 15 elements. –The pair-wise intersections have 5 elements each. –The three-way intersections have 2 elements each. –There is only one element in the intersection of all ... The inclusion and exclusion (connection and disconnection) principle is mainly known from combinatorics in solving the combinatorial problem of calculating all permutations of a finite set or ...The principle of inclusion-exclusion was used by Nicholas Bernoulli to solve the recontres problem of finding the number of derangements (Bhatnagar 1995, p. 8). For example, for the three subsets , , and of , the following table summarizes the terms appearing the sum.Full Course of Discrete Mathematics: https://youtube.com/playlist?list=PLV8vIYTIdSnZjLhFRkVBsjQr5NxIiq1b3In this video you can learn about Principle of Inclu...Proof Consider as one set and as the second set and apply the Inclusion-Exclusion Principle for two sets. We have: Next, use the Inclusion-Exclusion Principle for two sets on the first term, and distribute the intersection across the union in the third term to obtain: Now, use the Inclusion Exclusion Principle for two sets on the fourth term to get: Finally, the set in the last term is just ... Due to the duality between union and intersection, the inclusion–exclusion principle can be stated alternatively in terms of unions or intersections. TheInclusion-Exclusion Principle Physics 116C Fall 2012 TheInclusion-Exclusion Principle 1. The probability that at least one oftwoevents happens Consider a discrete sample space Ω. We define an event A to be any subset of Ω, which in set notation is written as A⊂ Ω. Then, Boas asserts in eq. (3.6) on p. 732 that1The inclusion-exclusion principle states that to count the unique ways of performing a task, we should add the number of ways to do it in a single way and the number of ways to do it in another way and then subtract the number of ways to do the task that is common to both the sets of ways. In general, if there are, let’s say, 'N' sets, then ...Inclusion-Exclusion Principle with introduction, sets theory, types of sets, set operations, algebra of sets, multisets, induction, relations, functions and algorithms etc.In belief propagation there is a notion of inclusion-exclusion for computing the join probability distributions of a set of variables, from a set of factors or marginals over subsets of those variables. For example, suppose {X,Y,Z} is your set of variables, and you know the marginal probabilities for p X,Y (x,y) and p Y,Z (y,z).Jun 10, 2015 · I want to find the number of primes numbers between 1 and 30 using the exclusion and inclusion principle. This is what I got: The numbers in sky-blue are the ones I have to subtract. Using inclusion-exclusion principle to count the integers in $\{1, 2, 3, \dots , 100\}$ that are not divisible by $2$, $3$ or $5$ Ask Question For each triple of primes p 1, p 2, p 3, the number of integers less than or equal to n that share a factors of p 1, p 2, and p 3 with n is n p 1 p 2 p 3. And so forth. Therefore, using Inclusion-Exclusion, the number of integers less than or equal to n that share a prime factor with n would be. ∑ p ∣ n n p − ∑ p 1 < p 2 ∣ n n p 1 p 2 ...For example, the number of multiples of three below 20 is [19/3] = 6; these are 3, 6, 9, 12, 15, 18. 33 = [999/30] numbers divisible by 30 = 2·3·. According to the Inclusion-Exclusion Principle, the amount of integers below 1000 that could not be prime-looking is. 499 + 333 + 199 - 166 - 99 - 66 + 33 = 733. There are 733 numbers divisible by ... How can this be done using the principle of inclusion/exclusion? combinatorics; inclusion-exclusion; Share. Cite. Follow edited Nov 12, 2014 at 5:56. asked ...The principle of inclusion and exclusion (PIE) is a counting technique that computes the number of elements that satisfy at least one of several properties while guaranteeing that elements satisfying more than one property are not counted twice.Homework Statement Suppose that p and q are prime numbers and that n = pq. Use the principle of inclusion-exclusion to find the number of positive integers not exceeding n that are relatively prime to n. Homework Equations Inclusion-Exclusion The Attempt at a Solution The...The principle of Inclusion-Exclusion is an effective way to calculate the size of the individual set related to its union or capturing the probability of complicated events. Takeaways Inclusion and exclusion criteria increases the likelihood of producing reliable and reproducible results.The question wants to count certain arrangements of the word "ARRANGEMENT": a) find exactly 2 pairs of consecutive letters?. b) find at least 3 pairs of consecutive letters?. I have the answer given from the tutor but it doesn't make sense to me. The inclusion-exclusion principle is closely related to an historic method for computing any initial sequence of prime numbers. Let p1 , p2 , . . ., pm be the sequence consisting of the first m primes and take S = {2, 3, . . . , n}.\end{align*}\] Thus, the inclusion-exclusion formula counts each element of the union exactly once. ∎. Positive Integer Equations. As an example, the principle of inclusion-exclusion can be used to answer some questions about solutions in the integers. How many solutions are there to \(x+y+z=15\) where each variable is a non-negative integer? How can this be done using the principle of inclusion/exclusion? combinatorics; inclusion-exclusion; Share. Cite. Follow edited Nov 12, 2014 at 5:56. asked ...
Principle of Inclusion and Exclusion is an approach which derives the method of finding the number of elements in the union of two finite sets. This is used to solve combinations and probability problems when it is necessary to find a counting method, which makes sure that an object is not counted twice. Consider two finite sets, A and B. . Mixed effect model autocorrelation
And let A A be a set of elements which has some of these properties. Then the Inclusion-Exclusion Principle states that the number of elements with no properties at all is. This is perfectly fine, but he finishes his two-page paper with a Generalized version of Inclusion-Exclusion Principle. Let t1, ⋯,tn t 1, ⋯, t n be commuting ...The Principle of Inclusion-Exclusion (abbreviated PIE) provides an organized method/formula to find the number of elements in the union of a given group of sets, the size of each set, and the size of all possible intersections among the sets. Contents 1 Important Note (!) 2 Application 2.1 Two Set Example 2.2 Three Set Examples 2.3 Four Set Example包除原理 （ほうじょげんり、 英: Inclusion-exclusion principle, principle of inclusion and exclusion, Principle of inclusion-exclusion, PIE ）あるいは包含と排除の原理とは、 数え上げ組合せ論 における基本的な結果のひとつ。. 特別な場合には「 有限集合 A と B の 和集合 に属する ... The principle of inclusion and exclusion is a counting technique in which the elements satisfy at least one of the different properties while counting elements satisfying more than one property are counted exactly once. For example if we want to count number of numbers in first 100 natural numbers which are either divisible by 5 or by 7 . Let ...Feb 24, 2014 at 15:36. You could intuitively try to prove an equation by drawing four sets in the form of a Venn diagram -- say A1,A2,A3,A4 A 1, A 2, A 3, A 4, and observing the intersections between the circles. You want to find the cardinality of the union.A general "inclusion-exclusion principle" / Formulas like $\inf(a,b)\sup(a,b)=ab$ 3 Coupon collector's problem: mean and variance in number of coupons to be collected to complete a set (unequal probabilities)Notes on the Inclusion Exclusion Principle The Inclusion Exclusion Principle Suppose that we have a set S consisting of N distinct objects. Let A1; A2; :::; Am be a set of properties that the objects of the set S may possess, and let N(Ai) be the number of objects having property Ai: Note Inclusion-Exclusion Selected Exercises Powerpoint Presentation taken from Peter Cappello’s webpage www.cs.ucsb.edu/~capello The principle of inclusion-exclusion says that in order to count only unique ways of doing a task, we must add the number of ways to do it in one way and the number of ways to do it in another and then subtract the number of ways to do the task that are common to both sets of ways. The principle of inclusion-exclusion is also known as the ...TheInclusion-Exclusion Principle Physics 116C Fall 2012 TheInclusion-Exclusion Principle 1. The probability that at least one oftwoevents happens Consider a discrete sample space Ω. We define an event A to be any subset of Ω, which in set notation is written as A⊂ Ω. Then, Boas asserts in eq. (3.6) on p. 732 that1 Due to the duality between union and intersection, the inclusion–exclusion principle can be stated alternatively in terms of unions or intersections. Feb 24, 2014 at 15:36. You could intuitively try to prove an equation by drawing four sets in the form of a Venn diagram -- say A1,A2,A3,A4 A 1, A 2, A 3, A 4, and observing the intersections between the circles. You want to find the cardinality of the union.The question wants to count certain arrangements of the word "ARRANGEMENT": a) find exactly 2 pairs of consecutive letters?. b) find at least 3 pairs of consecutive letters?. I have the answer given from the tutor but it doesn't make sense to me. Feb 1, 2017 · PDF | Several proofs of the Inclusion-Exclusion formula and ancillary identities, plus a few applications. See the later version (Aug 11, 2017 -- I... | Find, read and cite all the research you ... Using inclusion-exclusion principle to count the integers in $\{1, 2, 3, \dots , 100\}$ that are not divisible by $2$, $3$ or $5$ Ask QuestionLast post was a proof for the Inclusion-Exclusion Principle and now this post is a couple of examples using it. The first example will revisit derangements (first mentioned in Power of Generating Functions); the second is the formula for Euler's phi function. Yes, many posts will end up mentioning Euler …It follows that the e k objects with k of the properties contribute a total of ( k m) e k to e m and hence that. (1) s m = ∑ k = m r ( k m) e k. Now I’ll define two polynomials: let. S ( x) = ∑ k = 0 r s k x k and E ( x) = ∑ k = 0 r e k x k. In view of ( 1) we have.Write out the explicit formula given by the principle of inclusion–exclusion for the number of elements in the union of six sets when it is known that no three of these sets have a common intersection. the static version of the distinction inclusion/exclusion for addressing the emergence of new inequalities (section IV). On this basis, section V proposes an original classification of different constellations of inclusion/exclusion and illustrates them with specific examples. Section VI offers a summary of the main findings together with .