In computer science, functional programming is a programming paradigm where programs are constructed by applying and composing functions. It is a declarative programming paradigm in which function definitions are trees of expressions that map values to other values, rather than a sequence of imperative statements which update the running state of the program.
In functional programming, functions are treated as first-class citizens, meaning that they can be bound to names (including local identifiers), passed as arguments, and returned from other functions, just as any other data type can. This allows programs to be written in a declarative and composable style, where small functions are combined in a modular manner.
Functional programming is sometimes treated as synonymous with purely functional programming, a subset of functional programming which treats all functions as deterministic mathematical functions, or pure functions. When a pure function is called with some given arguments, it will always return the same result, and cannot be affected by any mutable state or other side effects. This is in contrast with impure procedures, common in imperative programming, which can have side effects (such as modifying the program's state or taking input from a user). Proponents of purely functional programming claim that by restricting side effects, programs can have fewer bugs, be easier to debug and test, and be more suited to formal verification.Functional programming has its roots in academia, evolving from the lambda calculus, a formal system of computation based only on functions. Functional programming has historically been less popular than imperative programming, but many functional languages are seeing use today in industry and education, including Common Lisp, Scheme, Clojure, Wolfram Language, Racket, Erlang, Elixir, OCaml, Haskell, and F#. Functional programming is also key to some languages that have found success in specific domains, like JavaScript in the Web, R in statistics, J, K and Q in financial analysis, and XQuery/XSLT for XML. Domain-specific declarative languages like SQL and Lex/Yacc use some elements of functional programming, such as not allowing mutable values. In addition, many other programming languages support programming in a functional style or have implemented features from functional programming, such as C++11, Kotlin, Perl, PHP, Python, Go, Rust, Raku, Scala, and Java (since Java 8).
I'm reading Rudin's principles and so far I really like it. I find charm I'm his terseness, and I think having that motivation to do a lot of the stuff myself makes it pretty fun (like only using the outline of the Dedekind cuts section and prove all the steps myself). However, I have heard not...
I'm trying to solve the exercise below in a book I'm reading.
I inverted equation 1.3 to get ## \phi_{\mathbf k}(t)=\int \frac{e^{-i \mathbf k \cdot \mathbf x}}{(2\pi)^{\frac 3 2}} \phi(\mathbf x,t) d^3 \mathbf x ##. Then I put it in I to get:
## I=\int \int d^3 \mathbf x d^3 \mathbf y...
I am looking for reliable information about the functional dependence of the diameter ##d(t)## of the visible universe on the time ##t## since the big bang singularity, based on the different hypotheses currently deemed competitive.
Hello! (Wave)
Let $V=C^1([a,b])$. Show that if $J$ is a continuous functional in respect to the norm $||y||_1:=||y||_{\infty}+||y'||_{\infty}, y \in V$ then it is also continuous in respect to the norm $||y||:=||y||_{\infty}$.
Also, show that the inverse of the above claim does not hold.
Let...
Hello! (Wave)
Is the following functional over $C^1([a,b])$ linear?
$$J(y)= \int_a^b (y')^2 dx+ G(y(b))$$
That's what I have thought:if $J$ would be linear it would have to hold:
$\forall y \in C^1([a,b]), \forall \lambda \in \mathbb{R}$
$J(\lambda y)=\lambda J(y)$ or equivalently...
In my textbook (see attached picture) there appears a functional derivative, but I honestly don't know how to evaluate a quantity like this. What should I do? I have tried to google but all I could find was how to take functional derivatives, where polynomials appeared under the integral, while...
I can't convince myself whether the following functional derivative is trivial or not:
##\frac \delta {\delta \psi(x)} \big[ \partial_x \psi(x)\big],##
where ##\partial_x## is a standard derivative with respect to ##x##.
One could argue that
## \partial_x \psi(x) = \int dx' [\partial_{x'}...
Hi all, hope this is the right forum. Please feel free to move it otherwise:
I am confused on whether functional dependence can be determined uniquely by the particulars of a given table, or if it is determined in a more general sense
So I have my relational table. Let A,B be attributes ...
I have the opportunity to pursue an independent study in functional analysis (using Kreyszig's book) or calculus on manifolds (using Tu's book) next semester. I think that both of the subjects are interesting and I would like to study them both at some point in my life, but I can only choose one...
Hello everyone. What it the result for a Gaussian functional integral when the "matrix" is nothing but a number? Mathematically speaking is the following true?
$$
\int \mathcal{D}\phi e^{-\int d^3k f(k) |\phi(k)|^2}\propto \left(f(k)\right)^{-1/2}
$$
Here ##f(k)## is just a function of k, not...
If I understand what's going on (quite possibly I don't), I think my book is using bad (confusing) notation.
Homework Statement
As written: "Calculate ##\frac{\delta H[f]}{\delta f(z)} \ \text{where} \ H=\int G(x,y)f(y)dy##"
and ##\frac{\delta H[f]}{\delta f(z)}## is the functional derivative...
Entering my third year of my bachelor of science majoring in maths/physics and having some trouble deciding what courses to do this semester. I know for sure I will be taking complex analysis and 3rd year quantum however am having trouble picking between 3 in particular for my final two courses...
When density functional theory is used to simulate a molecule adsorbed on a surface, it turns out that due to their interaction, a fraction of an electron is transferred from the surface to the molecule or vice versa.
These interactions are normally categorised in interactions involving...
1. I have been facing problem with the use of carb-prefix under same special conditions in organic chemistry nomenclature.Homework Equations3. One friend of mine suggested me that if there are 3 or more similar functional group, out of which none can be given priority in a single structure, then...
Homework Statement
I have been given a functional
$$S[x(t)]= \int_0^T \Big[ \Big(\frac {dx(t)}{dt}\Big)^{2} + x^{2}(t)\Big] dt$$
I need a curve satisfying x(o)=0 and x(T)=1,
which makes S[x(t)] an extremum
Homework Equations
Now I know about action being
$$S[x(t)]= \int_t^{t'} L(\dot x, x)...
What is a difference between linear operator and linear functional?
Do I understand it correctly that linear operator is any operator that when applied on a vector from a vector space, gives again a vector from this vector space. And also obeys linearity conditions.
And linear functional is a...
I have one slot to fill in in the coming term. The two candidates are Functional Analysis and Complex Analysis (both on the undergraduate level). Here are some questions:
1) Which one would you pick and why?
2) What other classes in the standard B.Sc. math curriculum rely on either of these...
I am new to path integral and struggling with the computation involving Gaussian functional integrals. Could anyone show me the steps of computing the following integral?
\int D \phi e^{-S},
where
S = \int dx~d \tau [(\frac{\partial \phi}{\partial x})^2+2 i \frac{\partial \theta}{\partial...
This is more a conceptual question. So i am doing some self review of multi variate calculus and i am looking at functinal relations of the form F(x, y, z,...) = 0
In the book they talk about implicit differentiation. Now i fully understand how to do the mechanics of it, but i was trying to...
Hi, I need a functional analysis book. I have Kreyszig's book. I'm at continuous mapping but I have some problems with completeness and accumulation points. So I would like to read a lot excercises about these introductory stuff. What are your suggestions? Thanks.
Something I've always wondered about. It's neat to see a quantitative answer, finally.
"To reach the new figure, Dr Lunter and his colleagues took advantage of the ability of evolution to discern which activities matter and which do not.
They identified how much of our genome has avoided...
Let f : R -> R be a continuous function such that,
f(x) - 2f(x/2) + f(x/4) = x^2
then,
. f(3) = ?
Answer to be calculated in terms of f(0).
I am puzzled on how to approach such problems. Some insight would be greatly appreciated.
Hello there, so today I started doing my research on oscillations in a course on advanced mechanics. The experiment was to mathematically model the speed of sound in air and experimentally prove the usability of the model. To keep it simple and pose my question as directly as possible, my...
I need a measure/integration theory book that covers the basics. I had already calculus, complex analysis, ODEs and topics of PDEs/Sturm-Liouville problem.
More specifically I need to learn functional analysis to be prepared for stochastic calculus. Any suggestions? Thank you.
I read that in any locally convex topological space X, not necessarily a Hausdorff space but with linear operations continuous, for any ##x_0\ne 0## we can define a continuous linear functional f:X\to K such that f(x_0)\ne 0.
I cannot find a proof of that anywhere and cannot prove it myself...
Consider the following linear functional operator:
$$Q_w[f(x)] = \lim_{h\rightarrow w} \lbrace \frac{f(x + h) - f(x)}{h} \rbrace $$
How does one solve the equation
$$a_0(x)Q_0[f(x)] = a_1(x)Q_1[f(x)]$$
Spelt out that is:
$$a_0(x)*f'(x) = a_1(x)(f(x+1) - f(x))$$
For the case of constant...
Homework Statement
which functional group is present in aspatame molecule?
Homework Equations
The Attempt at a Solution
why the carbonyl group COO- is not present in the diagram? I can find it in the diagram
What is the difference between a functional and a composite function?
Also, look those implicit equations: ##F(x, y(x))=0##, ##F(t, \vec{r}(t))=0##, ##F(x, y(x), y'(x), y''(x))=0##, ##F(t, \vec{r}(t), \vec{r}'(t))=0##... Can be understood that ##F## is the functional?
Homework Statement
Let [a,b] \subset \mathbb{R} be a compact interval and t0 \in [a,b] fixed. Show that the set S = {f \in C[a,b] | f(t_0) = 0} is not dense in the space C[a,b] (with the sup-norm).
Homework Equations
Dense set: http://en.wikipedia.org/wiki/Dense_set
sup -...
Let \normalsize S[y] = \int ^{a}_{b} f[y, \dot{y}, x] dx be the functional i want to minimize. Why does \normalsize f (inside the integral) take this specific form?
Would i not be able to minimize the integral, \normalsize S , if f had any other form instead of f = f[x, y, \dot{y}] ?
Hi guys, I'm not sure where to put this question, so I'll just put it here. If a mod knows of a better place, just point me to it, thanks.
I'm looking at the functional differentiation equation:
$$\left.\frac{dF[f+\tau h]}{d\tau}\right|_{\tau=0}\equiv \int\frac{\delta F[f]}{\delta...
Homework Statement
Solve:
$$\frac{\delta F[f]}{\delta f(x)}=b(x)f(x)^2F[f]$$
For b(x) a fixed smooth function.
Homework Equations
$$\left.\frac{dF[f+\tau h]}{d\tau}\right|_{\tau=0}\equiv \int\frac{\delta F[f]}{\delta f(x)}h(x)dx$$
The Attempt at a Solution
This isn't a homework problem...
Hi guys,
I'm trying to study the functional approach to quantization in QFT. The QFT books seem to often "sweep things under the rug" and not be too rigorous when it comes to issues like integral convergence, and the like. So I was wondering if there was a more mathematically rigorous...
Homework Statement
Suppose f is differentiable on \mathbb R and \alpha is a real number. Let G(x) = [f(x)]^a
Find the expression for G'(x)
Homework Equations
I'm pretty sure that I got this one right, but I really want to double check and make sure.
The Attempt at a Solution...
Please suggest me, how to generate weak form or functional of any partial diffrential equation ( mostely second order) in Finite Element Method.
Thanks in advance.
Two questions, really:
I’m finding it hard to wrap my head around the connections between k-space and real-space for d-wave symmetry, as well as the connections between “order parameter,” “gap,” “Cooper pair wave function,” and “superconducting wavefunction,” which are all mentioned at various...
Problem:
Let $f:R\rightarrow R$ be a continuous function such that
$$f(x)-2f\left(\frac{x}{2}\right)+f \left( \frac{x}{4} \right)=x^2$$
Find $f(3)-f(0)$.
Attempt:
I really don't know how should I approach this problem. I could only deduce that $f(0)=0$. Then I tried putting a few values for $x$...
Homework Statement
We have functional ##I(y)=\int_{0}^{2}{y}'(2+e^x{y}')dx## where ##y\in C^1(\mathbb{R})## and ##y(0)=0##. Calculate the extreme value.Homework Equations
The Attempt at a Solution
I am having some troubles here... :/
From Euler-Lagrange equation we get ##\frac{\partial...
Homework Statement
We have functional ##A(y)=\int_{-1}^{1}(4y+({y}')^2)dx## where ##y\in C^1(\mathbb{R})## and ##y(-1)=1## and ##y(1)=3##.
a) Calculate ##A(y)## if graph for ##y## is line segment.
b) Calculate the extreme value of ##A(y)## for that ##y##. That does it represent...
Homework Statement
Find extremals of the functional
##\Phi(y,z)=\int^{\frac{\pi}{2}}_0((y')^2+(z')^2+2yz)dx##
for
##y(0)=0##, ##y(\frac{\pi}{2})=1##, ##z(0)=0##, ##z(\frac{\pi}{2})=-1##Homework Equations
The Attempt at a Solution
Well I have a solution but I have problem how to start with it...
Homework Statement
The function f satisfies \dfrac{f(x)}{f(y)} \leq 2^{(x-y)^2} x,y \in D where D denotes domain set of the function, then f(x) can be
I have a set of options as well but I'm not posting it now. I will post it if required, later.
The Attempt at a Solution
I have dealt...
On an exam question recently, I had to perform a retrosynthesis on a molecule and it had this functional group on it:
it took me by surprise. I decided to cleave the whole thing off, and replace it with a double bond (cuz I know you can make cis diols from double bonds) then things seemed to...
Hello,
I was wondering if such a thing even exists, so here it goes... Let's say I have a function x(s) (it is real, smooth, differentiable, etc.) defined on (0,1). In addition, dx/ds = 0 on the boundary (s=0 and s=1). I can compute its Fourier transform (?) as
a_p = \int_0^1 x(s)...
Homework Statement
Let a.b,c,d be real numbers such that a ≠ b and c ≠ 0 , find f:R->R for which this statement holds:
af(x+y) + bf(x-y) = cf(x) + dy , for all x,y real numbers.
Homework Equations
Well this is a functional equation, that I know. I have less experience with...
Hi everyone, :)
Here's a question with my answer, but I just want to confirm whether this is correct. The answer seems so obvious that I just thought that maybe this is not what the question asks for. Anyway, hope you can give some ideas on this one.
Problem:
Let \(X\) be a finite...
Hi everyone! I have a question on functional derivatives. I have a function defined as:
$$
F[\{u\}]=\int d^3r \sum_{i=1}^3 \frac{\partial u_i}{\partial r_i},
$$ where u_i(\vec r) is a function of the position. I need to compute its functional derivative. To do that I did the following:
$$...
Greetings,
I want to become more fluent using functional derivatives. Does anyone have a link to sets of problems involving functional derivatives or anything like that (e.g., a worksheet from a class where they were used or something)?
The lengthier the better, and ideally the solutions...
I'm in a problem where I have to solve the following functional equation :
F(n)^2=n+F(n+1)
Does anyone know some methods to solve this kind of problems ?
A similar equation happens in Ramanujan example of root denesting : http://en.wikipedia.org/wiki/Nested_radical#Square_roots