عنوان مقاله :
Fuzzy Adaptive PBIL based Sensor Placement in Wireless Sensor Networks
عنوان به زبان ديگر :
Fuzzy Adaptive PBIL based Sensor Placement in Wireless Sensor Networks
پديدآورندگان :
Khezri Shirin نويسنده Islamic Azad University Mahabad Branch Dept. Computer & IT , Meybodi Mohammad Reza نويسنده Amirkabir University of Technology Dept. Computer & IT Tehran, Iran , Osmani Amjad نويسنده Islamic Azad University Saghez Branch Dept. Computer & IT
كليدواژه :
Fuzzy logic system , PBIL , Wireless sensor networks , sensor placement
عنوان كنفرانس :
The 2011 International Symposium on;computer network and dostributed systems
چكيده فارسي :
In this paper, a Fuzzy Adaptive Population-
Based Incremental Learning algorithm (FAPBIL) is
presented based on analyzing the characteristics of
traditional PBIL algorithm. Overcoming disadvantages
of traditional PBIL algorithm, the proposed FAPBIL
algorithm can adjust learning rate and mutation
probability automatically according to the evolution
degree of the algorithm’s searching performed using
Fuzzy Controller. Extensive computational tests are
carried out with Sensor Placement problem. The results
compared with Random Search algorithm, standard
PBIL algorithms and LAEDA show that the proposed
algorithm performs them in calculation efficiency and
search capability. The proposed algorithm can acquire
stable high quality solution.
شماره مدرك كنفرانس :
1758943
