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Thursday, June 18, 2015

Indian Statistical Institute B.Math & B.Stat : Polynomials

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata If the roots of the equation x4+ax3+bx2+cx+d=0 are in geometric progression then show that c2=a2d. Let the roots of the equation be x1,x2,x3,x4. Since the roots are in geometric progression we have x1x4=x2x3. Also using Vieta's Formulas ( relation between roots and coefficients ) we have x1+x2+x3+x4=a (x1+x4)(x2+x3)+x1x4+x2x3=b x1x4(x2+x3)+x2x3(x1+x4)=c x1x2x3x4=d Since x1x4=x2x3 and x1x4(x2+x3)+x2x3(x1+x4)=c we have x1x4(x2+x3+x1+x4)=c. Now using x1+x2+x3+x4=a we have x1x4×a=cx1x4=ca. Thus x1x4=x2x3=ca. Again since x1x2x3x4=dca×ca=dc2=da2

Wednesday, June 17, 2015

Indian Statistical Institute B.Math & B.Stat : Combinatorics

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let A={1,2,3,4,5,6}. Find the number of functions f from A to A such that range of f contains exactly 5 elements. 5 elements of the range can be selected in \binom {6}{5} = 6 ways. Now we will find the number of onto functions (since the range of f contains exactly 5 elements) for each such case. Thus the problem reduces to finding the number of onto functions from a set containing 6 elements to a set containing 5 ( \{ 2,3,4,5,6\} \quad say) elements. Let T_1 be the set of all functions with the property that the element 2 is not in the range of the function. Let T_2 be the set of all functions with the property that the element 3 is not in the range of the function. \dots Let T_5 be the set of all functions with the property that the element 6 is not in the range of the function. Now the function will be onto ( i.e., the range of f will contain exactly 5 elements ) iff none of the above properties hold. Number of such functions is |T_1 \cup T_2 \cup \dots \cup T_5| . Using the principle of Exclusion-Inclusion we have |T_1 \cup T_2 \cup \dots \cup T_5| = \sum_{i=1}^{5} |T_i|- \sum_{1 \leq i < j < \leq 5}^{} |T_i \cap T_j| + \dots + |T_1 \cap T_2 \cap \dots \cap T_5| = \binom{5}{1} 4^6 - \binom{5}{2} 3^6 + \binom{5}{3} 2^6 - \binom{5}{4} 1^6 + \binom{5}{5} 0^6 = 13825 Total number of functions = 5^6 = 15625 Therefore number of functions with required condition = (15625 - 13825) \times \binom {6}{5} = 10800

Saturday, June 13, 2015

Indian Statistical Institute B.Math & B.Stat : Polynomials

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let 0 < a_0 < a_1 < a_2 < \dots < a_n be real numbers. Suppose p(t) is a real valued polynomial of degree n such that \int_{a_j}^{a_{j+1}} p(t) dt =0 \quad \forall \quad 0 \leq j \leq n-1. Show that, for 0 \leq j \leq n-1, the polynomial p(t) has exactly one root in the interval (a_j ,a_{j+1}) . Let p(t) = b_0 t^n+b_1t^{n-1}+\dots+b_{n-1}t+b_n and let g(t) = \frac{b_0}{n+1}t^{n+1}+\frac{b_1}{n}t^{n}+\dots+\frac{b_{n-1}}{2}t^{2}+\frac{b_n}{1}t^{1} Note that g'(t) = p(t) \dots (A). Now consider the interval [a_j,a_{j+1}] \quad where \quad 0 \leq j \leq n-1. g(t) is continuous and differentiable in [a_j,a_{j+1}] and (a_j,a_{j+1}) respectively ( g(t) being a polynomial.) It is given that \int_{a_j}^{a_{j+1}} p(t) dt =0 \implies g(a_{j+1})-g(a_j) = 0 ( using (A) ) \implies g(a_{j+1}) =g(a_j) which in turn shows that g(t) satisfies all the conditions of Rolle's-Theorem on [a_j,a_{j+1}] . \implies g'(t) = 0 for at least one t in (a_j,a_{j+1}) for all j \in \{0,1,2,\dots,n-1\}. \implies p(t) = 0 ( using (A) )for at least one t in (a_j,a_{j+1}) for all j \in \{0,1,2,\dots,n-1\}. \implies p(t) has at least one real root in (a_j,a_{j+1}) for all j \in \{0,1,2,\dots,n-1\}. Since degree(p(t))=n it has n number of roots ( counting multiplicity ). Since there are n interval of the form (a_j,a_{j+1}) and each of them contains at lest one root of p(t), each of them must contain exactly one root of p(t) otherwise number of roots will exceed n.

Indian Statistical Institute B.Math & B.Stat : Polynomials

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata If a polynomial P with integer coefficients has three distinct integer zeroes, then show that P(n) \neq 1 for any integer. Let \alpha, \beta and \gamma be the distinct integer zeroes of the polynomial P. If possible let P(m)=1 where m \in \mathbb{Z}. Since P \in \mathbb{Z}(x) we have \alpha - m | P(\alpha)-P(m) \implies \alpha - m | (-1) . Similarly \beta - m | (-1) and \gamma - m | (-1). Since \alpha, \beta and \gamma are distinct \alpha-m, \beta-m and \gamma-m are distinct. This shows that \alpha-m, \beta-m and \gamma-m are distinct factors of 1, which is impossible! So the assumption that P(m)=1 is not tenable for any integer m.

Friday, June 12, 2015

Indian Statistical Institute B.Math & B.Stat : Number Theory

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let a_1,a_2,_3, \dots ,a_n be integers. Show that there exists integers k and r such that the sum a_k+a_{k+1}+\dots +a_{k+r} is divisible by n. We construct a finite sequence of partial sum of the given finite sequence as follows, s_1 = a_1 s_2 = a_1+a_2 s_3 = a_1+a_2+a_3 \dots s_n = a_1+a_2+ \dots +a_n If s_i \equiv 0(mod \quad n) for any admissible value of i then we are done with k= 1 \quad and \quad r= i-1. Therefore assume s_i \not\equiv 0(mod \quad n) \quad \forall \quad i \in \{1,2,\dots,n\} \implies s_i \equiv k(mod \quad n) where 1 \leq k \leq n-1, k \in \mathbb{N} . Since there are n such congruences and n-1 possible values of k, Pigeon-Hole principle asserts that at least two different partial sums have the same remainder, i.e, s_i \equiv k(mod \quad n) \quad s_j \equiv k(mod \quad n) for i \neq j. Therefore s_i \equiv s_j(mod \quad n) (Without loss of generality assume that i > j ) \implies s_i-s_j \equiv 0(mod \quad n) \implies s_{j+1}+s_{j+2}+\dots +s_{j+i-j} \equiv 0(mod \quad n) This is what was asked!

Indian Statistical Institute B.Math & B.Stat : Number Theory

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let d_1,d_2,d_3, \dots ,d_k be all the factors of a positive integer n including 1 and n. Suppose d_1+d_2+d_3+ \dots +d_k = 72. Then find the value of \frac{1}{d_1}+ \frac{1}{d_2}+\dots +\frac{1}{d_k} Since n is positive and d_i is a factor of n for each i \in \{1,2,3,\dots,k\} \quad \exists \quad \lambda_i > 0 \quad \lambda_i \in \mathbb{N} such that n=d_i \lambda_i. This also shows that \lambda_i is a factor of n. We now show that \lambda_i \neq \lambda_j for i \neq j. If possible let \lambda_i = \lambda_j for some i,j where i \neq j. \implies d_i \lambda_i = d_j \lambda_i \implies d_i = d_j , a contradiction since d_i and d_j are distinct factors of n.Thus \lambda_1,\lambda_2,\lambda_3, \dots ,\lambda_k are also the possible factors of n \implies \{ d_1,d_2,d_3, \dots ,d_k\}=\{\lambda_1,\lambda_2,\lambda_3, \dots ,\lambda_k \} in some order. d_1+d_2+d_3+ \dots +d_k = 72 \implies \frac{1}{\lambda_1}+ \frac{1}{\lambda_2}+\dots +\frac{1}{\lambda_k} = \frac{72}{n} \implies \frac{1}{d_1}+ \frac{1}{d_2}+\dots +\frac{1}{d_k} = \frac{72}{n}

Thursday, June 11, 2015

Indian Statistical Institute B.Math & B.Stat : Combinatorics

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Among all the factors 4^6 6^7 21^8 the number of factors which are perfect squares is? 4^6 6^7 21^8 = 2^{12} \times 2^7 \times 3^7 \times 3^8 \times 7^8 = 2^{19} \times 3^{15} \times 7^8. Now a factor of 4^6 6^7 21^8 must be of the form 2^i3^k7^k where i,j,k are integers and 0 \leq i \leq 19, 0 \leq j \leq 15 \quad and \quad 0 \leq k \leq 8, since the problem asks for divisors which are perfect squares i,j,k must be even. Now conider the product (2^0+ 2^2+ \dots + 2^{18})(3^0+ 3^2+ \dots + 3^{14})(7^0+ 7^2+ \dots + 7^8) . Each term of the product satisfies the above two condtion, so the required number of factors which are perfect squares is equal to the number of terms of the above product, which in turn equals to 10 \times 8 \times 5 = 400

Indian Statistical Institute B.Math & B.Stat : Combinatorics

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata What is the number of ordered triplets (a,b,c) where a,b,c are positive integers ( not necessarily distinct ) such that abc=1000. Since 1000=2^3 5^3 any ordered triplet (a,b,c) must be of the form (2^i5^p,2^j5^q,2^k5^r) where i+j+k=3, p+q+r=3 and i,j,k,p,q,r are non-negative integers. Number of solutions to the equation i+j+k=3 and p+q+r=3 is given by \binom{3+3-1}{3-1} =10 . Now for each set of values of i,j,k there are 10 possible combinations of p,q,r. Thus giving a total of 10 \times 10 =100 ordered triplets. Note the number of solutions to the equation x_1+x_2+\dots+x_r=n, n \in \mathbb{N} in positive integers is \binom {n-1}{r-1} and in non-negative integers is \binom {n+r-1}{r-1} .

Wednesday, June 10, 2015

Indian Statistical Institute B.Math & B.Stat : Combinatorics

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let S = \{(a_1,a_2,a_3)\} | \quad 0 \leq a_i \leq 9 \quad and \quad a_1+a_2+a_3 \quad is \quad divisible \quad by \quad 3 \} . Find the number of elements in S. We divide the integers 0 \leq a_i \leq 9 into three groups having the property that each element of the same group leaves the same remainder on being divided by 3. The groups are \{0,3,6,9\}, \{1,4,7\} \quad and \quad \{2,5,8\} . Now a three-tuple (a_1,a_2,a_3) will be divisible by 3 iff and only if each of the co-ordinate belongs to the same group or each of them belongs to the different groups, giving a total of 4^3+3^3+3^3+ 4 \times 3 \times 3 \times 3! = 334 possible three-tuples which are divisible by 3.

Indian Statistical Institute B.Math & B.Stat : Integration

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Evaluate \int_{0}^{2 \pi} |1+2 \sin x| dx when x \in [0,\pi] \quad \sin x \geq 0 \quad \implies |1+2 \sin x| = 1+2 \sin x Now note that when -1 \leq \sin x < - \frac{1}{2} \quad \implies -2 \leq 2 \sin x < -1 \quad \implies -1 \leq 1+ 2 \sin x < 0 \quad \implies |1+2 \sin x| = -(1+2 \sin x) In the third-quadrant sine function continuously decreases (strictly) from 0 to -1 and \sin \frac{7 \pi}{6} = - \frac{1}{2} and at x=\frac{3 \pi}{2} it takes the value -1. After that int the fourth-quadrant sine function continuously increases (strictly) from -1 to 0 and at x=\frac{11 \pi}{6} it takes the value - \frac{1}{2}. So we conclude that in the third and the fourth-quadrant, -1 \leq \sin x < - \frac{1}{2} \quad when \quad x \in [\frac{7 \pi}{6},\frac{11 \pi}{6}] . So, \int_{0}^{2 \pi} |1+2 \sin x| dx\ = \int_{0}^{\frac{7 \pi}{6}} (1+2 \sin x) dx+ \int_{\frac{11 \pi}{6}}^{2 \pi} (1+2 \sin x) dx- \int_{\frac{7 \pi}{6}}^{\frac{11 \pi}{6}} (1+2 \sin x) dx = [x-2 \cos x]_{0}^{\frac{7 \pi}{6}}+ [x-2 \cos x]_{\frac{11 \pi}{6}}^{2 \pi}- [x-2 \cos x]_{\frac{7 \pi}{6}}^{\frac{11 \pi}{6}} =\frac{7 \pi}{6}+ \sqrt{3}+2 + 2\pi -2 - \frac{11 \pi}{6} + \sqrt{3}- \frac{11 \pi}{6} + \sqrt{3} + \frac{7 \pi}{6} + \sqrt{3} = \frac{2\pi}{3} + 4 \sqrt{3}

Tuesday, June 9, 2015

Indian Statistical Institute B.Math & B.Stat : Integration

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let n be positive integers and [.] be the floor function. Evaluate the integral \int_{0}^{n^{\frac{1}{k}}} [ x^k + n] dx Since 0<1<2<3< \dots < n-1 < n we have 0^{\frac{1}{k}}<1^{\frac{1}{k}}<2^{\frac{1}{k}}<3^{\frac{1}{k}}< \dots < (n-1)^{\frac{1}{k}} < n^{\frac{1}{k}} Therefore \int_{0}^{n^{\frac{1}{k}}} [ x^k + n] dx = \sum_{i=0}^{n-1} \int_{i^{\frac{1}{k}}}^{(i+1){\frac{1}{k}}} [x^k + n] dx Now for a fixed i in the range, consider the integral \int_{i^{\frac{1}{k}}}^{(i+1)^{\frac{1}{k}}} [x^k + n] dx i^{\frac{1}{k}} < x < (i+1)^{\frac{1}{k}} \implies i < x^k < i+1 \implies x^k = i + \epsilon \quad where \quad 0 < \epsilon < 1 therefore \quad [x^k +n] = [i + \epsilon+n]= [i+n+ \epsilon] = i+n therefore \quad \int_{i^{\frac{1}{k}}}^{(i+1)^{\frac{1}{k}}} [x^k + n] dx = \int_{i^{\frac{1}{k}}}^{(i+1)^{\frac{1}{k}}} (i+n) dx = (i+n)\bigg((i+1)^{\frac{1}{k}}-i^{\frac{1}{k}}\bigg) Thus \quad \int_{0}^{n^{\frac{1}{k}}} [ x^k + n] dx = \sum_{i=0}^{n-1} \int_{i^{\frac{1}{k}}}^{(i+1){\frac{1}{k}}} [x^k + n] dx = \sum_{i=0}^{n-1} (i+n)\bigg((i+1)^{\frac{1}{k}}-i^{\frac{1}{k}}\bigg) = (n+0)\bigg(1^{\frac{1}{k}}-0^{\frac{1}{k}}\bigg) + (n+1)\bigg(2^{\frac{1}{k}}-1^{\frac{1}{k}}\bigg)+ \dots +(n+n-2)\bigg((n-1)^{\frac{1}{k}}-(n-2)^{\frac{1}{k}}\bigg) + (n+n-1)\bigg(n^{\frac{1}{k}}-(n-1)^{\frac{1}{k}}\bigg) = n \bigg( 1^{\frac{1}{k}}-0^{\frac{1}{k}} +2^{\frac{1}{k}}-1^{\frac{1}{k}}+\dots+(n-1)^{\frac{1}{k}}-(n-2)^{\frac{1}{k}}+n^{\frac{1}{k}}-(n-1)^{\frac{1}{k}} \bigg) + 1\bigg(2^{\frac{1}{k}}-1^{\frac{1}{k}}\bigg)+2\bigg(3^{\frac{1}{k}}-2^{\frac{1}{k}}\bigg)\dots+(n-2)\bigg((n-1)^{\frac{1}{k}}-(n-2)^{\frac{1}{k}}\bigg)+(n-1)\bigg(n^{\frac{1}{k}}-(n-1)^{\frac{1}{k}}\bigg) = n \times n^{\frac{1}{k}}+2^{\frac{1}{k}}-1^{\frac{1}{k}}+2 \times 3^{\frac{1}{k}}-2 \times 2^{\frac{1}{k}}+ \dots +(n-2)(n-1)^{\frac{1}{k}}-(n-2)(n-2)^{\frac{1}{k}}+ (n-1)n^{\frac{1}{k}}-(n-1)(n-1)^{\frac{1}{k}} =n^{\frac{1+k}{k}}-1^{\frac{1}{k}}-2^{\frac{1}{k}}-\dots-(n-1)^{\frac{1}{k}}+(n-1)n^{\frac{1}{k}} =n^{\frac{1+k}{k}}-1^{\frac{1}{k}}-2^{\frac{1}{k}}-\dots-(n-1)^{\frac{1}{k}}-n^{\frac{1}{k}}+n \times n^{\frac{1}{k}} =n^{\frac{1+k}{k}}-1^{\frac{1}{k}}-2^{\frac{1}{k}}-\dots-(n-1)^{\frac{1}{k}}-n^{\frac{1}{k}}+n^{\frac{1+k}{k}} =2n^{\frac{1+k}{k}}-1^{\frac{1}{k}}-2^{\frac{1}{k}}-\dots-(n-1)^{\frac{1}{k}}-n^{\frac{1}{k}} = 2n^{\frac{1+k}{k}} - \sum_{i=1}^{n} i^\frac{1}{k}

Indian Statistical Institute B.Math & B.Stat : Inequality

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Prove that \frac{1}{2}. \frac{3}{4}.\frac{5}{6}. \frac{7}{8} \dots \frac{2n-1}{2n} < \frac{1}{\sqrt{2n+1}} Let a,b > 0 \quad and \quad a < b , we first show that \frac{a}{b} < \frac{a+1}{b+1}. Now \frac{a+1}{b+1} - \frac{a}{b} = \frac{b-a}{b(b+1)} > 0 \quad since \quad b-a,a,b >0. Using the above result we see that \frac{1}{2} < \frac{2}{3} \frac{3}{4} < \frac{4}{5} \dots \frac{2n-1}{2n} < \frac{2n}{2n+1} Let x_n = \frac{1}{2}. \frac{3}{4}.\frac{5}{6}. \frac{7}{8} \dots \frac{2n-1}{2n} \quad and \quad y_n = \frac{2}{3}. \frac{4}{5}.\frac{6}{7}. \frac{8}{9} \dots \frac{2n}{2n+1} . Using the above result it is easy to see that x_n < y_n . Now x_n^2 = x_n . x_n < x_n .y_n = \frac{1}{2}. \frac{3}{4}.\frac{5}{6}. \frac{7}{8} \dots \frac{2n-1}{2n} . \frac{2}{3}. \frac{4}{5}.\frac{6}{7}. \frac{8}{9} \dots \frac{2n}{2n+1} = \frac{1}{2n+1} \implies x_n < \frac{1}{\sqrt{2n+1}} \quad i.e., \quad \frac{1}{2}. \frac{3}{4}.\frac{5}{6}. \frac{7}{8} \dots \frac{2n-1}{2n} < \frac{1}{\sqrt{2n+1}}

Indian Statistical Institute B.Math & B.Stat : Differentiation

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let f: \mathbb{R} \to \mathbb{R} be a function that is differentiable n+1 times for some positive integer n. The ith derivative of f is denoted by f^{(i)}. Suppose f(1)=f(0)=f^{(1)}(0)=\dots=f^{(n)}(0)=0. Prove that f^{(n+1)}=0 for some x \in (0,1). Since f is n+1 times differentiable(everywhere in \mathbb{R}). f,f^{(1)},\dots,f^{(n)} are all differentiable and continuous in (0,1) \quad and \quad [0,1] respectively.\dots (A) Since f(0)=f(1)=0 By Rolles' Theorem \exists \quad c_1 in (0,1) suct that f^{(1)}(c_1)=0 Now consider the interval [0,c_1]. Note that f^{(1)}(0)=f^{(1)}(c_1)=0 and f^{(1)} is continuous and differentiable in [0,c_1] and (0,c_1) respectively. (Using \dots (A)). Thus by Rolle's Theorem \exists \quad c_2 in (0,c_1) suct that f^{(2)}(c_2)=0 Now consider the interval [0,c_2]. Note that f^{(2)}(0)=f^{(2)}(c_2)=0 and f^{(2)} is continuous and differentiable in [0,c_2] and (0,c_2) respectively. (Using \dots (A)). Thus by Rolle's Theorem \exists \quad c_3 in (0,c_2) suct that f^{(3)}(c_3)=0 Continuing like this, we get a point c_{n} such that f^{(n)}(c_{n})=0 where c_{n} \in (0,c_{n-1}). Now consider the interval [0,c_n]. Note that f^{(n)}(0)=f^{(n)}(c_n)=0 and f^{(n)} is continuous and differentiable in [0,c_n] and (0,c_n) respectively. (Using \dots (A)). Thus by Rolle's Theorem \exists \quad c_{n+1} in (0,c_n) suct that f^{(n+1)}(c_{n+1})=0. Since 0 < c_{n+1} < c_{n} < \dots < c_1 < 1 thus c_{n+1} \in (0,1)

Monday, June 8, 2015

Indian Statistical Institute B.Math & B.Stat: Integration and Continuity

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata If c \int_{0}^{1} xf(2x) dx = \int_{0}^{2} tf(t) dt, where f is a positive continuous functions, then find then value of c. In the R.H.S put 2x=t, this gives c \int_{0}^{1} xf(2x) dx = 4\int_{0}^{1} xf(2x) dx = (c-4) \int_{0}^{1} xf(2x) dx =0 \implies c =4 Since f is given to be a positive continuous function, xf(x) is continuous and >0 \in (0,1). Therefore \int_{0}^{1} xf(2x) dx > 0 . This follows from the fact that if a continuous functions is positive at a point in its domain, the \exists a open neighborhood containing the point and contained in the domain throughout which the function is positive.

Indian Statistical Institute B.Math & B.Stat : Continuity and Bijections

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Problem-1. Let f: \mathbb{R} \to \mathbb{R} be given by f(x) = x(x-1)(x+1) . Then show that f is onto but not 1-1. The injectivity part is very much obvious. See that f(0)=f(1)=f(-1) = 0 . Now for the surjectivity, observe that f is an odd degree polynomial. Hence it must be surjective! (Think if not, then \exists a real number which has no pre-image (say r ). Now consider the polynomial g(x) = f(x)-r !! what else g(x) is also an odd degree polynomial with no real roots!!! ) Problem-2. Another Problem with a kick of continuity. Let f: \mathbb{R} \to \mathbb{R} be given by f(x) = x^3-3x^2+6x-5 . Then show that f is both onto and 1-1. Again note that f is an odd degree polynomial so it is surjective. Since f is a polynomial it is continuous on \mathbb{R}. Also f'(x)=3x^2-6x+6 = 3(x^2-2x+2) = 3\{(x-1)^2 + 1 \} > 0 \forall x \in \mathbb{R}. This shows that f is strictly increasing. Thus f is continuous and strictly increasing hence must be 1-1. Problem-3. Let f: \mathbb{R} \to \mathbb{R} be given by f(x) = x^2 - \frac{x^2}{1+x^2} . Then show that f is neither onto nor 1-1. Clearly f is not injective since f(x)=f(-x) . Also f(x) = \frac{x^4}{1+x^2} which shows that f assume non-negative values. Thus the Range_f \subset \mathbb{R} = Co-domain_f. Thus f is neither surjective. Problem-4. Let \phi :[0,1] \to [0,1] be a continuous and 1-1 function. Let \phi(0) = 0, \phi(1) = 1, \phi \big(\frac{1}{2}\big) = c, \phi \big(\frac{1}{4}\big) = d. Then show that c > d . This follows form the property of continuous functions. On an interval I ( not necessarily compact ), if a function is continuous and 1-1 it is strictly increasing. To prove this you can use the Intermediate Value Theorem.

Saturday, June 6, 2015

Problems : Limits

Problems for Indian Statistical Institute, Chennai Mathematical Institute, JEE Main and Advanced. 1.Evaluate: \lim_{x \to \infty} \frac{20+2\sqrt{x}+3\sqrt[3]{x}}{2+\sqrt{4x-3}+\sqrt[3]{8x-4}} 2.Evaluate: \lim_{x \to \infty} \big( x \sqrt{x^2+a^2}-\sqrt{x^4+a^4}\big) 3.Evaluate: \lim_{x \to \infty} x^3 \big\{ \sqrt{x^2+\sqrt{x^4+1}}-\sqrt{2}x \big \} 4.Evaluate: \lim_{x \to \infty} \sqrt{\frac{x-\cos^2 x}{x+\sin x}} 5.Evaluate: \lim_{x \to \infty} [2\log(3x)-\log(x^2+1) ] 6. Let R_n =2+\sqrt{2+\sqrt{2+\dots+\sqrt{2}}} (n square roots signs). Then evaluate \lim_{n \to \infty} R_n 7. If a_n = \bigg( 1+\frac{1}{n^2}\bigg)\bigg( 1+\frac{2^2}{n^2}\bigg)^2 \bigg( 1+\frac{3^2}{n^2}\bigg)^3 \dots \bigg( 1+\frac{n^2}{n^2}\bigg)^n , then evaluate \lim_{n \to \infty} a_n^{-\frac{1}{n^2}} 8.Evaluate \lim_{x \to \infty} \sqrt{x^2+x}-\sqrt{x^2+1} 9. \lim_{x \to \frac{\pi}{2}} (\sin x)^{\tan x} 10. \lim_{x \to 0} \frac{\cos x -1}{\sin^2 x} For PDF click here

Friday, June 5, 2015

Indian Statistical Institute B.Math & B.Stat : Roots of Polynomial

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let c be a fixed real number. Show that a root of the equation x(x+1)(x+2)\dots(x+2009)=c can have multiplicity at most 2. Let f(x) = x(x+1)(x+2)\dots(x+2009)-c First we compute the derivative of f(x) and see that f'(x) = (x+1)(x+2)\dots(x+2009)+x(x+2)\dots(x+2009)+\dots+x(x+1)\dots(x+r-1)(x+r+1)\dots(x+2009)+ \dots+x(x+1)(x+2)\dots(x+2008) where r is a positive integer less than 2009. Now f'(-r) = (-r)(-r+1)\dots(-1)(1)\dots(-r+2009) =(-1)^r r! (2009-r)! > 0 if r is even, else <0.where r \in \{0,1,2,\dots,2008\} Thus we have the following inequalities, f'(0) > 0, f'(-1) < 0, f'(-2) > 0, \dots, f'(2008) > 0, f'(2009) < 0 This shows that f'(x)=0 has one real root in each of the intervals (-1,0),(-2,-1),\dots,(-2009,-2008) . Since degree of f'(x) is 2009, all the roots of f'(x)=0 is real and simple. Thus a root of f'(x)=0 cannot be a root of the equation f''(x)=0. So a root of f(x)=0 can have multiplicity at most 2.

Wednesday, June 3, 2015

Indian Statistical Institute B.Math & B.Stat : Integration

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let n be a positive integer Define f(x) = min \{|x-1|,|x-2|,\dots,|x-n|\} Then evaluate \int_{0}^{n+1} f(x) dx When 0 < x < 1+ \frac{1}{2} , |x-1|=min \{|x-1|,|x-2|,\dots,|x-n|\}. Now |x-1|= 1-x for 0 < x < 1 and |x-1|= x-1 for 1 < x < 1+ \frac{1}{2} So, \int_{0}^{1+\frac{1}{2}} f(x) dx = \int_{0}^{1} (1-x) dx + \int_{1}^{1+ \frac{1}{2}} (x-1) dx = \frac{1}{2}+ \frac{1}{2} \times \frac{1}{4} \dots (A) When n+ \frac{1}{2} < x < n+1 , |x-n|=min \{|x-1|,|x-2|,\dots,|x-n|\}. Now |x-n|= x-n for n+ \frac{1}{2} < x < n+1 So, \int_{n+\frac{1}{2}}^{n+1} f(x) dx = \int_{n+\frac{1}{2}}^{n+1} (x-n) dx = \frac{1}{2}- \frac{1}{2} \times \frac{1}{4} \dots (B) Consider the diagram given below where 1 < k \leq n,. When x \in \big(k-\frac{1}{2},k+\frac{1}{2} \big) , |x-k| is minimum among |x-i| where i=1,2,3,\dots,k-1,k+1,\dots,n So, \int_{k-\frac{1}{2}}^{k+\frac{1}{2}} f(x) dx = \int_{k-\frac{1}{2}}^{k+\frac{1}{2}} |x-k| dx = \int_{k-\frac{1}{2}}^{k} (k-x) dx + \int_{k}^{k+\frac{1}{2}} (x-k) dx = \frac{1}{4} for k=2,3,4\dots,n. Summing for k=2,3,4\dots,n we get \int_{1+\frac{1}{2}}^{n+\frac{1}{2}} f(x) dx = \frac{(n-1)}{4} \dots (C) Adding equations A,C and B we get \int_{0}^{n+1} f(x) dx = \int_{0}^{1+\frac{1}{2}} f(x) dx+ \int_{1+\frac{1}{2}}^{n+\frac{1}{2}} f(x) dx+\int_{n+\frac{1}{2}}^{n+1} f(x) dx = \frac{1}{2}+ \frac{1}{2} \times \frac{1}{4}+ \frac{(n-1)}{4}+ \frac{1}{2}- \frac{1}{2} \times \frac{1}{4} = \frac{(n-1)}{4}+1 = \frac{n+3}{4}

Tuesday, June 2, 2015

Indian Statistical Institute B.Math & B.Stat : Square of a real is non-negative

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Show that the following system of inequalities has exactly one solution a-b^2 \geq \frac{1}{4}, b-c^2 \geq \frac{1}{4}, c-d^2 \geq \frac{1}{4} and d-a^2 \geq \frac{1}{4}. Adding up all the inequalities we get a-b^2 + b-c^2 + c-d^2 + d-a^2 \geq \frac{1}{4} + \frac{1}{4} + \frac{1}{4} +\frac{1}{4} \implies a-a^2 - \frac{1}{4} + b-b^2- \frac{1}{4} + c-c^2 - \frac{1}{4} + d-d^2 - \frac{1}{4} \geq 0 \implies -\big(a- \frac{1}{2} \big)^2 -\big(b- \frac{1}{2} \big)^2 - \big(c- \frac{1}{2} \big)^2 - \big(d- \frac{1}{2} \big)^2 \geq 0 which is possible only when R.H.S is zero i.e., a=b=c=d= \frac{1}{2} , since the R.H.S is always non-positive.

Indian Statistical Institute B.Math & B.Stat : Limits at Infinity

Indian Statistical Institute B.Math & B.Stat Solved Problems, Vinod Singh ~ Kolkata Let a_1 > a_2 > \dots > a_r be positive real numbers. Compute \lim_{n \to \infty} \big( a_1^n+a_2^n+\dots+a_r^n \big)^{\frac{1}{n}}. Since a_1 > a_2 > \dots > a_r and each of them is positive we have a_1^n>a_2^n>\dots>a_r^n \implies a_1^n+a_2^n+\dots+a_r^n < a_1^n+a_1^n+\dots+a_1^n = ra_1^n Letting n \to \infty we have, \lim_{n \to \infty} \big( a_1^n+a_2^n+\dots+a_r^n \big)^{\frac{1}{n}} < \lim_{n \to \infty}(ra_1^n)^{\frac{1}{n}} = a_1\lim_{n \to \infty}r^{\frac{1}{n}}= a_1 Note r>0 Now, \big( a_1^n+a_2^n+\dots+a_r^n \big)^{\frac{1}{n}} = \bigg( a_1^n \big(1+\frac{a_2^n}{a_1^n}+\dots+\frac{a_r}{a_1}\big) \bigg)^{\frac{1}{n}} = a_1\bigg( 1+\frac{a_2^n}{a_1^n}+\dots+\frac{a_r}{a_1}\big) \bigg)^{\frac{1}{n}} > a_1 Since \bigg( 1+\frac{a_2^n}{a_1^n}+\dots+\frac{a_r}{a_1} \bigg)^{\frac{1}{n}} > 1 Letting n \to \infty we have, \lim_{n \to \infty} \big( a_1^n+a_2^n+\dots+a_r^n \big)^{\frac{1}{n}} > \lim_{n \to \infty}a_1 =a_1 Thus by Sandwhich-theorem \lim_{n \to \infty} \big( a_1^n+a_2^n+\dots+a_r^n \big)^{\frac{1}{n}} = a_1