What is Higher order: Definition and 97 Discussions

In mathematics and computer science, a higher-order function is a function that does at least one of the following:

takes one or more functions as arguments (i.e. procedural parameters),
returns a function as its result.All other functions are first-order functions. In mathematics higher-order functions are also termed operators or functionals. The differential operator in calculus is a common example, since it maps a function to its derivative, also a function. Higher-order functions should not be confused with other uses of the word "functor" throughout mathematics, see Functor (disambiguation).
In the untyped lambda calculus, all functions are higher-order; in a typed lambda calculus, from which most functional programming languages are derived, higher-order functions that take one function as argument are values with types of the form



(

τ

1




τ

2


)


τ

3




{\displaystyle (\tau _{1}\to \tau _{2})\to \tau _{3}}
.

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  1. B

    Reducing nominator's higher order.

    Hello I have a mathematical dilemma. How can the following transfer function be simplified: \frac{s^{2}+1}{s+1} in order to be able to have a 1st order nominator, maximum, compared to the denominator. But what if there is s^2(/<1...∞>) ? Is this possible? I know that the following...
  2. F

    MATLAB Add Packages to MATLAB for Higher Order Arithmetic

    Basically I'm writing my MSc dissertation right now, and I've been doing a lot on primes I've written all my code in MATLAB, but my supervisor told me today that MATLAB is crap for higher order arithmetic and the primes only go up to something like 10 digits long. SO I'm kinda screwed...
  3. K

    First and higher order changes

    Many a times, in papers written on experimental work, there are statements like "there are no first order changes in time, but only those of the second order". What do such statements mean?
  4. Hercuflea

    Polynomial higher order DE in D notation form.

    Homework Statement My teacher likes to teach us the D-notation methods for higher order DE's. I am having a hard time with this one and I can't seem to find the formula for the general solution Find a fundamental set of the equation (D-1)^{2}(D^{2}-6D+13)^{3}y = 0 Homework...
  5. W

    Does higher order moments means more attention to local area?

    Dear all, Sorry to post this question in this section again. I am currently looking into few static analyse algorithms. I noticed that they are analysing with different order moments or cumulants to analyse the data. I guess it is because these algorithms are focus on different aspect of...
  6. S

    Power of higher order mode beam

    Homework Statement Evaluate the ratio of the power contained within a circle of radius W(z) in the transverse plane to the total power in the Hermite-Gaussian beams of order (1,0) Homework Equations P=\intIdA The Attempt at a Solution I have determined the ratio for the Gaussian...
  7. A

    Higher order differentials: dZ, d^2Z, d^3Z

    Any books discussing the formula of d^2Z and d^3Z? Are they liked that? Anyone saw them before? Z(x, y)\\\\dZ=Z_xdx+Z_ydy\\d^2Z=Z_{xx}(dx)^2+2Z_{xy}dxdy+Z_{yy}(dy)^2+Z_xd^2x+Z_yd^2y\\d^3Z=Z_{xxx}(dx)^3+3Z{xxy}(dx...
  8. S

    Higher Order Differential Equations: Variation of parameter.

    Hi, I'm not exactly sure how to solve the following non-homogeneous ODE by variation of parameters. Solve the given non-homogeneous ODE by the variation of parameters: x^2y" + xy' -1/4y = 3/x + 3x Can someone please point me in the right direction? Help will be much appreciated...
  9. pairofstrings

    Solving Non-Linear Systems with Higher Order Differential Equations

    Homework Statement In control engineering, I want to have a mathematical model of a physical system as a set of input, output and state variables related by higher order differential equations. 2. Relevant concepts As we all know that, in control engineering, we can solve linear-system...
  10. E

    Taylor's Formula to derive higher order derivatives

    The question asks the student to use Taylor's formula to calculate the exact values of higher derivatives f '[0], f '' [0], f ''' [0], ... , f^6'[0] of the function f[x] defined by the power series x/2 + x^2/12 + x^3/240 +x^4/10080 + ... +((k x^k)/(2 k)!) + ... My first...
  11. N

    How Graphs are affect by higher order derivatives

    How does higher order derivatives affect the graph? Mostly just the 3rd, 4th or 5th derivatives. I believe I have found the 3rd one but I'm not sure about it or the others.
  12. K

    How can I factor higher order equations to find the poles and zeros?

    For the life of me I cannot figure out how to factor higher order equations so that I can find the poles and zeros, my professor will not show how to do it and expects everyone to already know how, but i have forgotten and cannot find anywhere on the web to show a one and done method, please...
  13. T

    Finding higher order Derivatives

    Homework Statement Let p be an arbitrary polynomial p(x) = anxn + an-1xn-1 + ... + a1x + a0, an cannot equal 0. a) Find (dn/dxn)[p(x)] b)What is (dk/dxk)[p(x)] for k>n Homework Equations The Attempt at a Solution Im actually not really sure what to do for this question...
  14. T

    Finding a higher order derivative of a trig function

    Homework Statement Find the 73rd derivative of f(x) = sin(2x) + 3 (Hint: Take the first five derivatives to find a pattern) Homework Equations dy/dx The Attempt at a Solution I took the first five derivatives to find the pattern: dy/dx = 2cos2x d2y/dx2 = -4sin2x d3y/dx3 =...
  15. P

    Higher Order derivative representation

    Hi everybody, I have a question: We know that the geometrical representation of 1st order derivative is the slope of a function. Then what is the geometrical representation of derivatives having order more than 1? I mean what does it actually represent in a function? Please some body clear my...
  16. M

    Higher order terms of Range Kutta for SPH?

    I am using smooth-particle hydrodymamics(SPH) method to model a deformable object. It is based on the procedure found in Markus Gross's point based animation book, the algorithm is attached in the image below. This algorithm uses Euler for numerical integration as seen in step 21 and 22, and...
  17. A

    Exploring Advanced High School Math Projects: Ideas and Applications

    I was wondering if there are any topics for calculus based or advanced high school math project that I can devote my whole semester to at school.
  18. S

    Higher order differential equations and the chain rule (2 variables)

    Homework Statement The function F is defined by F (r, θ) = f (x(r, θ), y(r, θ)), where f is twice continuously differentiable and x(r, θ) = r cos θ, y(r, θ) = r sin θ. Use the chain rule to find d2F/dθ2Homework Equations The Attempt at a Solution I know that dF/dθ = (df/dx)(dx/dθ) +...
  19. M

    Factoring a higher order polynomial

    Homework Statement x^4 + 4x^3 - x^2 + 16x - 12 I know that with some higher order polynomials you can substitute say x^4 as a = x^2 thereby making it easier to break the thing apart and find its factors. I know I am looking for 4 roots, but my little substitution method doesn't really work...
  20. L

    Higher order derivatives in field theories

    It is common lore to write lagrangians in field theories in the form L(t)=\int d^{3}x\mathcal{L}(\phi_{a},\partial_{\mu}\phi_{a}). Nonetheless, is there any particular reason for doing that? Why do we neglect higher order derivatives? Does it mess around with Lorentz invariance or something...
  21. S

    Symmetry of higher order partial derivatives

    Hi, As per Clariut's theorem, if the derivatives of a function up to the high order are continuous at (a,b), then we can apply mixed derivatives. I am looking at http://en.wikipedia.org/wiki/Symmetry_of_second_derivatives and I cannot understand in the example for non-symmetry, why the...
  22. M

    Higher order partial derivatives

    Consider the partial di erential equation, (y4-x2)uxx - 2xyuxy - y2uyy = 1. We will make the substitution x = s2 - t2 and y = s - t, to simplify (a) Solve for s and t as functions of x and y the farthest point i got to was x = s^2 - t^2 = (s+t)(s-t) = y(s+t) y = s - t s+t = x/y i...
  23. R

    Higher order linear equations- ODEs

    Homework Statement Verify that the differential operator defined by L[y] = y(n) + p1(t)y(n−1) +· · ·+ pn(t)y is a linear differential operator. That is, show that L[c1y1+ c2 y2] = c1L[y1] + c2L[y2], where y1 and y2 are n times differentiable functions and c1 and c2 are arbitrary...
  24. N

    Higher Order Differential Equations, Solutions related

    Homework Statement Given the following differential equation t^3y''' - t^2y'' + 2ty' - 2y = 0; t > 0 Find a solution that satisfies di fferential equation and the initial conditions y(1) = 3; y'(1) = 2; y''(1) = 1 Homework Equations The Attempt at a Solution I tried plugging in...
  25. O

    Trapezoidal, simpsons rule, and higher order approximations

    hi. i was able to prove the trapezoidal rule and simpsons rule. (basically i used matrices to determine the coefficients m and b for mx+b when proving the trapezoidal rule and a,b,c for ax^2+bx+c such that the points coincide, then i integrated the approximating polynomial) the amount of...
  26. A

    Bayes rule using higher order prior probability

    Hi I am asking, if I am trying to make inference using Bayes rule based on a prior probability that is a random variable by itself; is it sufficient to use the expected value of such probability or there are other details. Thanks in advance.
  27. B

    Exploring Higher Order Moments and Sample Size Infinity in Random Variables

    Hi, all, Let's assume a random variable's variance is zero as sample size tends to infinity somehow, can I say that its higher order central moments are also zero as the sample size tends to infinity? Thks a lot
  28. F

    What are the applications of higher order statistics?

    Hello Forum, I am not clear on what higher order statistics actually mean. I know that if a process is Gaussian, it is fully described by its mean and variance. The higher order statistics are zero or redundant...IF the process is not Gaussian, then the HOS are useful... 1) How do we...
  29. B

    Need help understanding linear equations of higher order

    I'm having some trouble getting my head around the concept of multiple solutions of differential equations of higher order, that is the general solution to a linear homogeneous equation is a linear combination of constants and solutions like y(1)C1 + y(2)C2 +y(n)C(n) where N is the order of the...
  30. Wellesley

    Variation of Parameters - Higher order DE

    Homework Statement Given that x, x2 and 1/x are solutions of the homogeneous equation corresponding to: x^3y''' + x^2y''-2xy'+2y=2x^4 x>0 determine a particular solution. Homework Equations The Attempt at a Solution I'm trying to solve this problem using three...
  31. K

    Higher order difference expressions

    Hello. I need finite difference expression of sixth order derivative in h^2. I derived it using Mathematica 6 but when I use the expression there appear a problem. Solution is wrong. I check everythin and realized that only i m not sure about that expression. I ll be appreciated if you help...
  32. S

    Higher order functions - how should they be defined?

    I want to write a function that takes other functions as inputs. Specifically I want to define a function F that takes input 't' (time) and 2 distribution functions, D1 and D2, as inputs (each distribution function itself a function of 't'). For a simple example, if function F is the product...
  33. M

    Quotient rule for higher order derivatives

    what is quotient rule for higher order derivatives ? i mean the one analogous to http://en.wikipedia.org/wiki/Leibniz_rule_%28generalized_product_rule%29" .
  34. R

    Solving Higher Order Differential Equation

    Hi Friends, Could anyone answer my question please I am not good in math: Why we do Higher order derivatives..? What its physical meaning ...? we keep on finding the derivatives till we get function zero...why...? Lets say my equation is Y= x3 + 3x2 + 3x + 2 Thanks Rsvsk
  35. X

    Higher order differential equation

    Homework Statement Solve the following initial value problem: 2007y(4)-18y(3)+178y(1) = 0 with initial conditions y(0)=y(1)(0)=y(2)(0)=y(3)(0)Homework Equations Differential equations.. The Attempt at a Solution From the equation I get r(2007r3 - 18r2 +178) = 0 Well first I can't seem...
  36. K

    Variation of parameters for higher order linear eq

    Homework Statement Use the method of variation of parameters to determine the general solution of the given differential equation: y^(4) + 2y'' + y = sin(t) Homework Equations characteristic equation is factored down to (r^2 + 1)^2, so r = +/- i. this gives the general solution to be...
  37. B

    Higher order partial derivatives and the chain rule

    Hi guys, please see attachment Basically, could somebody please explain to me how I find {\varphi}_u_u, I really don't understand how it's come about. Apparantly I need to use the chain rule again and the product rule but I don't understand how to, if somebody could show me explicitly how to...
  38. R

    Some higher order differential equations

    Homework Statement a) s^2*t''+st*t'=s b) y(dx/dy)^2=x^2+1 c) 17y''''-t^6*y"-4.2y^5=3cost(t) Homework Equations The Attempt at a Solution For part a I thought about doing a reduction of order but I can't because I have the variable s present. Not sure what my other options are...
  39. P

    Solving Higher Order Polynomial: ax + x^3 - x^5 = 0

    I haven't done this in ages, and I'm having trouble recalling how to factor a higher order polynomial. I almost always do this graphically, but for this case I'm interested in an algebraic solution. Specifically, I'm looking at ax + x^3 - x^5 = 0 (with a = an integer >0.) Clearly 0 is one...
  40. B

    Higher Order Tensor: Learn Calculation Rules & Get Info

    hi... can anyone could help me by explaining about higher order tensor and it's calculation rules ? or perhaps u could give me a link to a website where i could find complete information about it. thanks...:rolleyes:
  41. L

    Evaluating Higher Order Poles: A Simple Download

    I need to know how to evaluate higher order poles. I have the answer for the integral of this function [tex]\frac{(1 + x^2)}{(1 + x^4)}[\tex] from integrals.wolfram.com, but think it can be done using residues. I believe it involves taking a derivative and then multiplying by the pole...
  42. S

    Higher order General Method problem

    hi guys! okz this is a question from Higher Order Differential Equations. We are solving it from General Method to find y_{p}. y_{p}=\frac{secax}{D^{2}+a^{2}} I solve it and reaches this point: y_{p}=\frac{1}{D+a\iota} e^{a\iota x} \int secax.e^{-a\iota x} dx Please tell me some...
  43. C

    Why was the higher order derivative defined this way?

    Let E, F be Banach spaces, and let L(E;F) denote the space of linear, bounded maps between E and F. My goal is to understand better higher order derivatives. Let's take E=\mathbb{R}^2, F=\mathbb{R}. Consider a function f:U\subset\mathbb{R}^2\rightarrow\mathbb{R}, where U is an open subset of...
  44. K

    Higher Order Non-Homogenous ODE

    Higher Order Homogenous ODE (Euler-Cauchy) *sigh* I am (yet again) stuck on a problem.. I would greatly appreciate any help! x^3y''' - 3x^2y'' + (6-x^2)xy' - (6-x^2)y = 0 \inline y_1 = x is a solution to the equation above y'(0) = 3 y''(0) = 9 y'''(0) = 18 I'm not quite sure...
  45. K

    Higher Order ODE - Multiple Complex Roots?

    Hello, I have two questions about this problem: (D^4 + 5D^2 + 4)y = 0 y(0) = 10 y'(0) = 10 y''(0) = 6 y'''(0) = 8 \lambda^4 - 5\lambda^2 + 4 = 0 (\lambda^2 + 4) (\lambda^2 + 1) Until here I am fairly sure that I didn't mess it up.. But I'm not sure if I have the roots...
  46. K

    Higher Order Homogeneous ODE (IVP)

    Higher Order Homogeneous ODE (IVP) [Solved] I am having problems with this IVP: y'''' + y' = 0 y(0) = 5 y'(0) = 2 y''(0) = 4 What I have done so far is: \lambda^3 + \lambda = 0 \lambda(\lambda^2 + 1) = 0 So one roots is \lambda = 0 (though.. can there be a root that...
  47. S

    Are My Higher Derivative Answers Correct?

    Hello Everyone, I'm doing some questions on higher derivatives, and they should be easy but I am worried that my answers are not quite right. There just seems to be something 'off' about them. Anyway here are the questions and my answers. 1) Find the first and second derivatives of y=...
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