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Set . The exponential function identity reduces the problem to the quadratic equation
Positivity excludes , so . Since the exponential function is strictly increasing, the unique answer is .
Join the centre of the unit circle to adjacent vertices of the regular polygon. Each of the resulting triangles has two sides of length and included angle . Bisecting one gives a right triangle, so each polygon side, a chord of a circle, has length . Thus the perimeter is .
Each of these triangles has area , so the polygon's area is . Comparing the two expressions gives
Adding the vectors component by component gives
Consequently . The requirement that the vectors be nonzero then implies .
Since and , the vectors point in opposite directions. More explicitly, their dot product gives
Hence their angle is .
The derivative is
A stationary point at requires , or . Since , .
For the requested parameter value , the function graph has two branches, symmetric about the vertical axis because is an even function. Its derivatives are
The stationary points are , both local minima and also the lowest points of their respective branches. The function tends to as , so is a vertical asymptote; it also tends to as . The negative branch decreases to and then rises towards the vertical asymptote; the positive branch falls from the vertical asymptote to and then rises.
Figure 1.
Two branches and minima of the function in Question 4 for
. Details.
The double-angle identity for the cosine gives . Termwise integration therefore gives
Here is an arbitrary constant in the antiderivative.
The derivative of the tangent is , and the order of the endpoints must be retained. Thus the definite integral is
Group consecutive terms in pairs. The th pair, for , is
There are such pairs in this finite sum, so the answer is .
This geometric series has first term and common ratio , whose absolute value is below one. Consequently its sum is
Writing turns the first-order linear differential equation into . Its general solution is , so . The initial condition gives , hence
The general solution of the first-order linear differential equation is . The initial condition gives , so the solution of this initial value problem is the constant function . Thus .
For the partial fraction decomposition, multiply by to obtain the polynomial identity
Comparing the coefficients gives . Substitution of gives , while gives . Therefore
The original identity holds for ; evaluating the multiplied polynomial identity at those values is valid.
Subtracting the two circle equations cancels the common terms and gives . With , either circle equation gives . Thus the unique common point is
The two circles touch externally there.
The circles have centres and . Their Euclidean distance is
The two throws are independent, giving equally likely ordered outcomes in the sample space. A total strictly below occurs only for , and . Hence the probability is
The favourable outcomes are and for . These are ten distinct ordered outcomes among the equally likely elements of the sample space, so the probability is
This is a plane through the origin in three-dimensional Euclidean space, with nonzero normal vector :
For example, choose
Both vectors satisfy the plane equation. They are linearly independent vectors: in , the second coordinate gives and the third gives .
No. Every vector in the plane can be written as
The two linearly independent vectors in part (ii) therefore form a vector space basis for this vector subspace. Its dimension is , so any three vectors in it have linear dependence.
The dot product with the given unit vector is . Subtracting the corresponding orthogonal projection gives
Taking its squared Euclidean norm yields the equivalent Cartesian equation
The removed vector is the orthogonal projection of onto the line through the origin in direction . The remaining vector measures the perpendicular displacement from that line. Fixing its Euclidean norm at therefore describes an infinite circular cylinder of radius , with axis , .
The plane equation has normal vector . Thus its normal vector is parallel to the cylinder's axis and the plane is perpendicular to that axis. It passes through the origin, so the intersection is a circle of radius centred at the origin in that plane.
Indeed, with the orthonormal basis and of the plane, write . The cylinder equation becomes . Equivalently, the intersection has the parametric equation
Use the distance from a point to a plane formula with the unit normal . Since the plane passes through the origin, the distance is
For a direct check, the closest point on a plane is , whose displacement from has Euclidean norm .
Let and . The assumed linear independence gives . Every displacement joining one line to the other is
Its dot product with is always . The component in that direction is therefore fixed, so orthogonal decomposition gives .
The two linearly independent vectors span the plane perpendicular to . Suitable cancel the component of in that plane, attaining the lower bound. Thus the distance between skew lines formula, also valid when the lines intersect, gives
The nonzero direction vectors now have linear dependence, so the lines are parallel or coincident. Subtract from its orthogonal projection along ; the remaining component is the shortest joining displacement. The distance between parallel lines is
The second expression follows from the relation between the cross product and the perpendicular component. It includes distance zero for coincident lines.
For the stipulated linearly independent vectors , the denominator in part (i) is nonzero. Thus
Equivalently, belongs to the linear span of . Geometrically the lines lie in one plane, and, since their direction vectors are not parallel, they intersect at a unique point. The linear combination expressing gives the two parameters of that intersection.
Use the exponential series to obtain the Maclaurin series of the hyperbolic sine and hyperbolic cosine:
Dividing these power series gives the hyperbolic tangent expansion
The displayed remainder uses Big O notation as .
Set . Applying the exponential series and the Maclaurin series of the sine gives
Multiply the two power series, retaining every contribution through degree four:
Since , the coefficient of is nonzero, so these are indeed the first two nonzero terms. The remainder is in Big O notation.
Write . Direct differentiation, using the chain rule, gives
The stated parameter restrictions ensure that the logarithm is defined near , and that and . With , the Taylor series begins
If , the constant term is nonzero, and the first two nonzero terms are
This covers both and ; the constant term is respectively positive or negative.
If , which is possible precisely with and , the constant term vanishes. The first two nonzero terms are then
No further case is needed, since the linear and quadratic coefficients cannot vanish under the given restrictions. All remainders use Big O notation.
Apply integration by parts twice. Taking an antiderivative of to be gives
and the second application gives . Therefore the required definite integral is
The factor is an even function and is an odd function, so their product is an odd function. Its definite integral over the symmetric interval vanishes:
Indeed the substitution rule changes the integral over into the negative of the integral over .
A partial fraction decomposition gives
For the second term the substitution rule , gives a logarithm. Thus
The constant in the antiderivative may be chosen independently on the two intervals separated by .
Split the integral into
The first is the standard antiderivative from the inverse hyperbolic functions. For the second, the substitution rule gives . Hence
The logarithm's argument is positive for every real .
Use the tangent half-angle substitution , so and . Then
The inverse tangent antiderivative gives
This expression applies on each interval for an integer . Although everywhere, the chosen inverse tangent expression jumps at the endpoints because the substitution has a pole there. A global continuous antiderivative is obtained by adding on that interval, using one common , and extending by continuity at the endpoints.
A probability density function must have total integral one. Put . The term is an odd function, so
Thus .
With , nonnegativity of the probability density function at both and requires
This is equivalent to . The derivative
shows that this infimum occurs at . Therefore the necessary and sufficient restriction is
Sufficiency follows from the same decreasing-ratio argument at every interior point. The endpoint values of are allowed: the probability density function merely vanishes at one endpoint.
For , the expected value is
because is an odd function. Comparing with the specified expected value gives , which lies in the permitted parameter range.
Here , so the probability density function is the even function on , where . Hence by oddness, and the variance is just . Two applications of integration by parts give
Thus
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