Parallel and serial heuristics for the minimum set cover problem
โ Scribed by Sreejit Chakravarty; Ajay Shekhawat
- Publisher
- Springer US
- Year
- 1992
- Tongue
- English
- Weight
- 695 KB
- Volume
- 5
- Category
- Article
- ISSN
- 0920-8542
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โฆ Synopsis
We present a theoretical analysis and an experimental evaluation of four serial heuristics and four parallel heuristics for the minimum set cover problem. The serial heuristics trade off run time with the quality of the solution. The parallel heuristics are derived from one of the serial heuristics. These heuristics show considerable speedup when the number of processors is increased. The quality of the solution computed by the heuristics does not degrade with an increase in the number of processors.
๐ SIMILAR VOLUMES
In this paper a simple Lagrangian heuristic is proposed for the set covering problem. It is based on simple and classica1 ideas: Lagrangian duality, greedy heuristic for the set covering problem, subgradient optimization and redundant covers. The main interesting point of the paper lies in the fact