Questions tagged [binary-variable]
For questions that involve variables than can only take on one of two values, usually 0 or 1.
7
questions
5
votes
1answer
87 views
Excel Solver linear programming - Is it possible to use average of values as a constraint without #DIV/0! errors or sacrificing linearity?
I'm trying to create an assignment optimization model where the areas are assigned to either the south or north school districts so that the total distance is minimized. Each school must have at least ...
8
votes
1answer
74 views
Binary variable to count appearances
Let $x \in \mathbb{R}^n$ be an optimization variable. Now, at a constraint, I would like to count how many times a value, say $2$, appears in $x$ decision.
I think we can have a binary variable $y_i$...
6
votes
1answer
79 views
Obtaining the intermediate solutions in AMPL
I know that for some solvers, for example, the constraint programming solver in Google OR-Tools, it is possible to see all the intermediate solutions that the solver finds while it searches for an ...
11
votes
1answer
129 views
Representing an indicator function: binary variables and “indicator constraints”
I want to represent the indicator function:
$$ \mathbb{1}_{(y=j)}$$
where $y$ is a non negative, integer variable.
My attempt is as follows: define a binary variable:
$$ z_j =\begin{cases}
1 \qquad\...
6
votes
2answers
282 views
How can I linearize or convexify this binary quadratic optimization problem?
I have an optimization problem as below. I am having a hard time with the last constraint.
$\max \eta$
subject to
${\bf U}(:,m)^T{\bf A}{\bf U}(:,m)=0,m=1,2,\cdots,M$
here
$\bf{A}$ is a Binary ...
15
votes
2answers
253 views
What are some real-world applications of QUBO?
QUBO (Quadratic Unconstrained Binary Optimization) is the minimization of a quadratic function of binary variables.
It has been used for computer vision, Ramsay numbers, factoring numbers, the ...
15
votes
2answers
137 views
Can we replace a binary variable with a continuous variable using a quadratic equality constraint?
Is it possible to replace a binary variable $x$ with a continuous variable that satisfies the quadratic equality constraint $x^2 - x=0$?
The function $f(x) = x^2 -x$ is not a convex function. Can ...
