Compact Genetic Algorithm for Performance Improvement in Hierarchical Sensor Networks Management
Ming-Hui Jin, Win-Zing Li, D. Frank Hsu, Cheng‐Yan Kao · 2006
This paper introduces a novel scheduling problem called the active interval scheduling problem in hierarchical wireless sensor networks for long-term periodical monitoring applications. To improve the report sensitivity of the hierarchical wireless sensor networks, an efficient scheduling algorithm is desired. Therefore, in this paper, we propose a compact genetic algorithm (CGA) to optimize the solution quality for sensor network maintenance. The experimental result shows that the proposed CGA brings better solutions in acceptable calculation time.