glish Version to appear with Addison Wesley 22 ple and use heuristics, but they are very fast and enable to explore very large graphs in reasonable time. Further work might address the following: Improve the stability of the layout: Similar graphs must create similar pictures. Allow incrementality of the layout: Adding an edge or a node to an layout should not cause a complete relayout. Allow d...

Evolutionary algorithms, such as genetic algorithms have been used in various optimization problems. In this paper, we propose to apply algorithm obtain the layout design/redesign order improve patient flow an outpatient clinic. Layout designs are planned considering long-term requirements whereas keeps modifying per short-term demands. Over a period of time, often does not remain efficient. Th...

Algorithms for finding frequent itemsets fall into two broad classes: (1) algorithms that are based on non-trivial SQL statements to query and update a database, and (2) algorithms that employ sophisticated in-memory data structures, where the data is stored into and retrieved from flat files. Most performance experiments have shown that SQL-based approaches are inferior to mainmemory algorithm...

For the last twenty years fragment assembly was dominated by the "overlap - layout - consensus" algorithms that are used in all currently available assembly tools. However, the limits of these algorithms are being tested in the era of genomic sequencing and it is not clear whether they are the best choice for large-scale assemblies. Although the "overlap - layout - consensus" approach proved to...

In this paper we consider the problem of placing eeciently a rectangle in a two-dimensional layout that may not have the bottom-left placement property. This problem arises when we apply any one of a number of iterative improvement algorithms to the cutting stock problem or its variants. Chazelle has given an O(n)-time placement algorithm when the layout has the bottom-left property; we extend ...

This paper presents an integrated design approach for the facility layout problem. It develops a method for the concurrent determination of the block layout, the locations of departmental input and output (I/O) points using the contour distances between the I/O points, and the material flow paths between the I/O points. Results of computational experiments show that the performance of this inte...

In this paper we investigate the use of Semidefinite Programming (SDP) optimization for high dimensional data layout and graph visualization. We developed a set of interactive visualization tools and used them on music artist ratings data from Yahoo!. The computed layout preserves a natural grouping of the artists and provides visual assistance for browsing large music collections. CR Categorie...

Parallel genetic algorithms techniques have been used in a variety of computer engineering and science areas. This paper presents a parallel genetic algorithm to solve the geometrically constrained site layout problem that involves coordinating the use of limited space to accommodate temporary facilities subject to geometric constraints. The algorithm is parallelized based on a message passing ...