1,977 research outputs found
Optimal Recombination in Genetic Algorithms
This paper surveys results on complexity of the optimal recombination problem
(ORP), which consists in finding the best possible offspring as a result of a
recombination operator in a genetic algorithm, given two parent solutions. We
consider efficient reductions of the ORPs, allowing to establish polynomial
solvability or NP-hardness of the ORPs, as well as direct proofs of hardness
results
Exact arborescences, matchings and cycles
AbstractSuppose we are given a graph in which edge has an integral weight. An ‘exact’ problem is to determine whether a desired structure exists for which the sum of the edge weights is exactly k for some prescribed k.We consider the special case of the problem in which all costs are zero or one for arborescences and show that a ‘continuity’ property is prossessed similar to that possessed by matroids. This enables us to determine in polynomial time the complete set of values of k for which a solution exists. We also give a minmax theorem for the maximum possible value of k, in terms of a packing of certain directed cuts in the graph.We also show how enumerative techniques can be used to solve the general exact problem for arborescences (implying spanning trees), perfect matchings in planar graphs and sets of disjoint cycles in a class of planar directed graphs which includes those of degree three. For these problems, we thereby obtain polynomial algorithms provided that the weights are bounded by a constant or encoded in unary
On the solution of a `solvable' model of an ideal glass of hard spheres displaying a jamming transition
We discuss the analytical solution through the cavity method of a mean field
model that displays at the same time an ideal glass transition and a set of
jamming points. We establish the equations describing this system, and we
discuss some approximate analytical solutions and a numerical strategy to solve
them exactly. We compare these methods and we get insight into the reliability
of the theory for the description of finite dimensional hard spheres.Comment: 31 pages, 8 figure
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Parameterized algorithms of fundamental NP-hard problems: a survey
Parameterized computation theory has developed rapidly over the last two decades. In theoretical computer science, it has attracted considerable attention for its theoretical value and significant guidance in many practical applications. We give an overview on parameterized algorithms for some fundamental NP-hard problems, including MaxSAT, Maximum Internal Spanning Trees, Maximum Internal Out-Branching, Planar (Connected) Dominating Set, Feedback Vertex Set, Hyperplane Cover, Vertex Cover, Packing and Matching problems. All of these problems have been widely applied in various areas, such as Internet of Things, Wireless Sensor Networks, Artificial Intelligence, Bioinformatics, Big Data, and so on. In this paper, we are focused on the algorithms’ main idea and algorithmic techniques, and omit the details of them
Configurational statistics of densely and fully packed loops in the negative-weight percolation model
By means of numerical simulations we investigate the configurational
properties of densely and fully packed configurations of loops in the
negative-weight percolation (NWP) model. In the presented study we consider 2d
square, 2d honeycomb, 3d simple cubic and 4d hypercubic lattice graphs, where
edge weights are drawn from a Gaussian distribution. For a given realization of
the disorder we then compute a configuration of loops, such that the
configurational energy, given by the sum of all individual loop weights, is
minimized. For this purpose, we employ a mapping of the NWP model to the
"minimum-weight perfect matching problem" that can be solved exactly by using
sophisticated polynomial-time matching algorithms. We characterize the loops
via observables similar to those used in percolation studies and perform
finite-size scaling analyses, up to side length L=256 in 2d, L=48 in 3d and
L=20 in 4d (for which we study only some observables), in order to estimate
geometric exponents that characterize the configurations of densely and fully
packed loops. One major result is that the loops behave like uncorrelated
random walks from dimension d=3 on, in contrast to the previously studied
behavior at the percolation threshold, where random-walk behavior is obtained
for d>=6.Comment: 11 pages, 7 figure
Pore-scale Modeling of Viscous Flow and Induced Forces in Dense Sphere Packings
We propose a method for effectively upscaling incompressible viscous flow in
large random polydispersed sphere packings: the emphasis of this method is on
the determination of the forces applied on the solid particles by the fluid.
Pore bodies and their connections are defined locally through a regular
Delaunay triangulation of the packings. Viscous flow equations are upscaled at
the pore level, and approximated with a finite volume numerical scheme. We
compare numerical simulations of the proposed method to detailed finite element
(FEM) simulations of the Stokes equations for assemblies of 8 to 200 spheres. A
good agreement is found both in terms of forces exerted on the solid particles
and effective permeability coefficients
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