ANALYSIS OF SOLUTION QUALITY OF THE FAMILY OF YERSHOV-KOZHUKHIN ALGORITHMS FOR GRAPH COLORING
Скачать PDF
Annotation: Various planning and resource allocation problems can be reduced to the graph coloring
problem. In particular, graph coloring is used in high-level synthesis of digital circuits. The
exact solution for graph coloring is not always practically achievable. For this reason,
heuristic graph coloring algorithms, which allow to obtain a feasible solution with
polynomial computational complexity, are of interest. Such algorithms can be used, in
particular, in the problem of fast design space exploration in high-level synthesis of digital
system. In this regard, the Ershov-Kozhukhin family of heuristic algorithms, which has been
so far unmentioned in the modern literature on analysis of graph coloring algorithms, is of
interest. A brief description and pseudocode of the Ershov-Kozhukhin algorithms is given
and their experimental evaluation in comparison to the Welsh-Powell, RLF and DSATUR
algorithms is presented in the paper. The evaluation shows that the Ershov-Kozhukhin
algorithms have an advantage in the quality of the generated solutions compared to popular
heuristic graph coloring algorithms.
Keywords: graph coloring; heuristic algorithm; high-level synthesis, design space exploration,
Ershov-Kozhukhin algorithm
Page numbers: 33-39.
For citation: Sovietov P.N. Analysis of solution quality of the family of yershov-kozhukhin algorithms for graph coloring // Electronic Scientific Journal IT-Standard. – 2023. – No. 2. – pp. 33-39.