Questions tagged [mathematical-programming]

Using a computer to implement mathematics. For questions about (mathematical) optimization, (also) use the optimization tag.

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Is there a way to combine linear equation and inequalities into same equation in order to optimise software calculations?

I’m programming web application which has some tricky calculations and I would need some help with mathematical calculations. What I'm trying to calculate: I have number of items. Lets call items a1, ...
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11 views

How to cluster a dataset in which each data point is composed of a set of 2-dimensional coordinates

I have a dataset with totally $1000$ scenarios, each of which is composed of $5$ users' coordinates $(x_i,y_i), \forall i \in \{1,\dots,5\}$. Now, based on users' coordinates, I want to cluster these $...
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mathematical formulation complexity

How to find the complexity of a mathematical formulation ( in terms of constraints and variables) (We refer generally to the notation (o(n^2) variables and o(n^3) constraints) ( I would be grateful if ...
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1answer
41 views

What is the difference between a fraction and a float?

I understand any fraction to be a quotient of integers which isn't 0, but after coming across the term "float" in various programming languages (such as JavaScript) I misunderstand why it is ...
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3answers
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Divide first n square numbers 1^2, 2^2, … n^2 into two groups such that absolute difference of the sum of the two groups is minimum [closed]

lets say Given input is n = 6 (n is as large as 100000) My task is to divide {1, 4, 9, 16, 25, 36} into two groups and PRINT these two groups Possible Solution 1: dividing groups as {1, 9, 36} and {4, ...
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107 views

Usefulness of Differential Geometry

I recently came across these books: Differential Geometry and Lie Groups: A Computational Perspective Differential Geometry and Lie Groups: A Second Course Their subject matter really intrigues me, ...
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1answer
23 views

Convert ((50^A)*((((50^B)(((50^C)+1)/(4)))+1)/(4)))/(4) to MathJax? [closed]

I need help coverting these two question to Math Jax ((50^A)*((((50^B)(((50^C)+1)/(4)))+1)/(4)))/(4) and (((50^A)(50^B)(50^C))/(4^2)) + (((50^A)(50^B))/(4^2))+((50^A)/(4))+(1/4) I don't know how to ...
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23 views

Stable matching with dynamic preference lists

I have a set $F$ of $n_1$ families, a set $C$ of $n_2$ children ($n_1<n_2$) and a set $M$ of feasible one-to-one matchings of the families with the children. All the children have the same ...
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28 views

Accessible CS Math Job [closed]

I am a CS undergrad and a huge enthusiast of pure math. I have been doing competitive programming and proofs for a while. My ambition is to become an academic in theoretical computer science. The ...
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If there is any research on Goal Based Programming (GBP)?

The more I think about programming and optimization, the more I think "why not just specify a goal and have the program figure out the optimal solution to it". I am familiar with basic "optimization ...
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Intersection algorithim for finding the intersection points of two arbitrary mathematical curves

I'm looking for an intersection algorithm for finding the intersection points of two arbitrary mathematical curves. Websites like Desmos, GeoGebra, and WolframAlpha allow you to graph and/or input two(...
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578 views

Given a set of points in the plane all laying on the axis, find the number of right angled triangles

My approach:- I separated the x coordinates and y coordinates in 2 separate arrays..then i used the idea of pythagoras theorem by selecting three vertices(1 from x axis and 2 from yaxis and vice versa)...
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Being stuck and frustrated with my masters project

I'm doing a masters in CS that requires me to implement from scratch most of the neural network models and because python libraries aren't applicable to what i want. The problem is that i don't feel ...
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63 views

Counting triplets from three arrays satisfying the equation x^2 = yz

Let's say I have three arrays of positive integers X, Y and Z. You can assume that each of ...
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53 views

Algorithm Analysis - Binary Search Algorithm

The problem is from Data Structures and Algorithm Analysis Edition 3.2 (Java Version) Book from Clifford A. Shaffer. It is from the third chapter exercises, problem number 3.13.20. Below is how it is ...
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53 views

Why do we need/use operator precedence for Arithmetic operators?

Why do we use operator precedence rule for Arithmatic operators? Can't we simply just do the operation in a linear manner from left to right or vice-versa and deal with the operator that comes first. ...
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Proof of Fundamental Lower Bound on Regret

Online Convex Optimization sees optimization as a continuous process in which the algorithm learns new aspects of the problem and improves upon. Every iteration consists of the player making a ...
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1answer
179 views

Min-plus matrix multiplication implementation

I had a look at topological sorting where they mention a possible parallel algorithm that relies on matrix multiplication, but using min-plus matrix multiplication: One method for doing this is to ...
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2answers
108 views

Fermat's last theorem: How to (partially) solve by programs

No three distinct positive integers $a, b, c$ can satisfy the equation : $a^n + b^n=c^n$, if $n$ is an integer greater than two. The above statement, known as the Fermat's last theorem is proven ...
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19 views

Numerical integration of a function

For a particular physical system, the force is given by $$F(r)=-\frac{d\Phi(r)}{dr}=\frac{r^5+2ar^3+a^2r-4a}{r^4(r^3+ar+2a)}$$ where $\Phi(r)$ is the potential energy which can be obtained as the ...
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2answers
115 views

Find lines segment portions close together

I have two lines segment in 3D space. Lines segment are defined by 2 points each: $A_1$, $B_1$ and $A_2$, $B_2$ (see left part in the below schema). I would a like to find an algorithm to detect ...
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3answers
151 views

Are regular languages and their regular expressions part of computer science?

I am trying to understand if regular languages and their regular expressions are concepts of computer science in general and if these are discovered, or invented, by computer scientists, in particular....
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1answer
50 views

Do all the numbers belong to same slot in the Hashtable?

I was reading the CLRS. In the Hashing Chapter on page 262 a statement says: "For example, if we know that the keys are random real numbers $k$ independently and uniformly distributed in the range $0 \...
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33 views

Number of multiplications and additions in the given code

$N:=2^p$ Input: $f \in \mathbb C^N$ 1: $n=N/2$ 2: initialize vectors $f^{(1)}, f^{(2)} \in \mathbb C^n$ 3: $w_N^0=1$ 4: for $j=0,\ldots,n-1$ do 5: $\ \ \ \ \ f_j^{(1)}=f_j+f_{j+n}$ 6: $\ \ \ \ ...
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How can I calculate the exponential integral?

(I'm not sure this is the right forum.) I'm writing a program that uses the prime-counting function. Right now, I'm using x/log(x), but I want to switch to ...
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2answers
64 views

Dividing 2 integers with some constraints

This a problem i came across while practicing binary search. Here is the problem: Given two integers dividend and divisor, divide two integers without using multiplication, division and mod operator. ...
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23 views

Calculating the maxima of a function subject to a constraint

The first figure below shows the plots of a function $f(x)$ plotted for different values of a parameter $\lambda$, i.e., $f(x)=f(x,\lambda=\lambda_i);i=1,2,3,..;\lambda$ is maximum for the topmost ...
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1answer
104 views

Computer Vision Techniques to find Slope of beach in the 2D Images?

What I am planning to do is to calculate the height and estimate the slope of the segmented Object. The camera will be static and the Object of Interest is the slope of the beach. I am finding harder ...
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1answer
29 views

What easy algorithms are there for calculating products of cycle decompositions?

Here is the easy algorithm we are taught for adding two numbers in base-10 notation. We are taught this algorithm in first or second grade. ...
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1answer
44 views

Estimation of the number of solutions by Counting

This is a question from a quantum computation textbook. Consider a classical algorithm for counting the number of solutions to a problem. The algorithm samples uniformly and independently $k$ times ...
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57 views

How many combinations will be generated if below conditions are put?

I need a generalized formula for a set having size(s) having below restrictions, for ex. X = 2,7,11,17,26 I want only the first combination 2+7 & ignore all of the combinations that start from 2+...
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Can we find every 216 digit number combination? [closed]

This question popped to my head when I watched Pi where the mathematican told the Jews "Didnt you calculate every 216 digit number allready?" So I want to find every possible 216 digit number ...
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1answer
41 views

Linear programming IFF with equality constrain

Is it possible to write the following logical constrain in linear programming? Let $v$ be an integer variable and $k$ an integer constant. Let $y$ be a binary variable. The logical constraint is $y=...
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1answer
80 views

How to model equality in Integer Linear Programming

How to implement v=(a==b) using Linear Programming? $$ v= \begin{cases} True, a=b\\ False, a≠b\\ \end{cases} $$ Until now I tried the big M-Method. To show a≤b: $$a-b+Mv≤M$$ $$-a+b-Mv≤-1$$ To show ...
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Maximizing the product of a set of dot products

So suppose we have a set of vectors $X$ and we want to approximate the maximum of the following: $\prod_{x \in X} b \cdot x$ where the components of $b$ sum to $1$ If it matters the components of ...
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2answers
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How does a computer interpret real numbers?

I understand that the modern day digital computer works on the binary number system. I can also get, that the binary representation can be converted to rational numbers. But I want to know how does ...
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1answer
161 views

Can this equation be solved in polynomial time?

I came across a more general form of this question. Can we find the value of variables in polynomial time ? Let $m = n^{2}$, there are $m$ variables ($x,y,z\ldots$) in the equation and these $m$ ...
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2answers
165 views

Can this system of polynomial equations be solved in polynomial time?

I have these $n$ equations, with $n$ variables. Variables are first $n$ positive integers, constants can be any rational number including zero. Given that there is always a solution, how do we find a ...
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1answer
45 views

Interpolate on a cylic x axes

Let's assume you are in 2D space and you have a set of fix points FIX_POINTS = [(x1, y1), (x2, y2)]. I want to interpolate the y ...
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How can I code an algorithm (concerning networks) [closed]

my question is basic but I want to know how to code algorithms containing maths like this https://web.stanford.edu/~skatti/pubs/sigcomm15-spotfi.pdf , TY for your help !
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Optimize an underdetermined system with quartic constraints

I encountered an optimization problem which does not belong to any well-known category of optimization. The system has $M$ (typically $M=120$) real variables and $N$ (typically $N=100$) constraints (...
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60 views

Sum of long geometric progression [closed]

Finding sum of a geometric progression is simple when we just need to report the sum, but when some modulo or multiplicative inverse is asked of that sum the task become tedious for me. I have a ...
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38 views

How much of the x86 instruction set does blender use? [closed]

I'm trying to better understand benchmarks that are commonly used for computer hardware. I've been unable to find an answer to this question. Extra credit if you can provide a breakdown in ...
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Algorithm for placing objects inside a square from outside to inside

I have a map that is 300x300 units. I have to place squares of 20x20 units inside that map from outside to inside. There are 3 different types of square, the space available inside the map needs to be ...
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1answer
50 views

Counting the number of multiples of number A that perfectly divides the number B

What is the best way of counting the number of multiples of number A that perfectly divides the number B. This is the sub problem for one of the questions I am solving on codechef. This is the best I ...
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1answer
132 views

Mathematically calculating time complexity

This is a thread about mathematically calculating time complexity of nonlinear functions. I know that those questions were asked a lot, but it didn't make me understand fully the subject. Also I ...
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109 views

Count number of pairs $(a,b)$ in an array such that $(a + b)$ divides $(a * b)$

We are given an array of size $N$ with integer entries $> 0$. We have to count the number of all such pairs $(a,b)$ with $a \leq b$ such that $a*b$ is divisible by $a + b$. The obvious naive way ...
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114 views

What is the time complexity of MATLAB's ode solvers?

Say I have a system that is $n$ differential equations that are all coupled together, over a time interval $[a,b]$ with timestep $t$. Is there a straightforward time complexity for MATLAB's built in ...
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1answer
69 views

Implementing Gauss–Legendre algorithm using arbitrary-length rationals

I am trying to re-implement SuperPI myself in Rust, but the results I get are not very accurate. SuperPI computes pi using the Gauss-Legendre algorithm. The Gauss–Legendre algorithm is quite simple, ...