Tagged Questions

4
votes
1answer
166 views

How to optimize student happiness in group work?

There are $n$ students in a class, and they must be divided into, say, $k$ groups. Each student ranks the other students in order of preference of working together. Is there a wa …
4
votes
1answer
227 views

Minimizing a function containing an integral

I am trying to optimize a function of the following form: $L = \int_{t=0}^{T}(AR-x)dt$, where A is a system parameter i.e. I am trying to find the optimum x(t) that minimizes L o …
0
votes
0answers
201 views

Optimization via Lagrange Multipliers

Operating in a $\mathbb{R}^N$ Euclidean space, I have an objective function defined as follows: $\phi(\vec{w}, b) = \frac{1}{2} \cdot \vec{w}^T \bullet \vec{w}$ In this particula …
1
vote
2answers
133 views

Why is solving a MILP w/o an objective function so much faster?

When solving a MILP (mixed integer linear program) using a linear relaxation, the solver finds a feasible solution much faster if there is no objective function. The same problem w …
5
votes
4answers
427 views

Solving NP problems in (usually) Polynomial time?

Just because a problem is NP-complete doesn't mean it can't be usually solved quickly. The best example of this is probably the traveling salesman problem, for which extraordinari …
3
votes
1answer
136 views

How can I embed an N-points metric space to a hypercube with low distortion?

I have a N-point metric space defined by the pairwise distance matrix. I want to encode these N points with binary strings, i.e. each point will be mapped to a vertex in a hypercub …
0
votes
2answers
191 views

If a quadratic form is positive definite on a convex set, is it convex on that set?

Consider a real symmetric matrix $A\in\mathbb{R}^{n \times n}$. The associated quadratic form $x^T A x$ is a convex function on all of $\mathbb{R}^n$ iff $A$ is positive semidefin …
4
votes
2answers
308 views

On Quadratic Integer Programming

I have the quadratic integer program over $\mathbb{Z}^n$ $\displaystyle\min_{z \in \mathbb{Z}^n} \Phi (z) = \frac{1}{2} z^T Q z - r^T z + s$ subject to $G z = h$, and $z_i \in {0 …
2
votes
2answers
166 views

Hardness of combinatorial optimization after adding one constraint

I'm interested generally in discrete optimization problems formulated as 0-1 integer programs; essentially, anything of the form $$\Phi = \max_{\mathbf{x} \in \left\{0,1\right\} ^N …
1
vote
3answers
197 views

how to get a feasible solution to dual program from a feasible solution to primal program?

If a feasible solution to a linear programming is known, and the corresponding value of the objective function is close to the optimum, can we get a feasible solution to the dual p …
0
votes
3answers
137 views

What optimization criteris should be used for this problem?

The real world version: I have a united value (e.i. 12in, 120V 1.414 kg*m/s) where the units are specified as the rational exponents of the 5 base units; m, s, kg, C and K. Additi …
1
vote
0answers
56 views

Term to describe how much harder an optimization problem can become after constraining a small part of the domain?

This is a follow up to this question. I'm interested in discrete optimization problems formulated as 0-1 integer programs; essentially, anything of the form $$\Phi = \max_{\mathbf …
4
votes
3answers
193 views

Simplex method for SDP?

I know the interior point method works both for Linear Programming (LP) and semidefinite programming (SDP). My question is, can the other popular method for solving LP, namely the …
-1
votes
2answers
171 views

Mediated envy-free and efficient cake cutting with n=2?

Is there an algorithm in literature to compute an efficient (pareto optimal) and envy free cake cutting when there are only n=2 players and a Mediator?
0
votes
1answer
142 views

Searching global minima fast?

I am minimizing a highly non-linear function. If I know the global minimum is at most some value, is this information helpful to design a faster algorithm than random restart? If …