ADAPTIVE MULTI-PATH LINK QUALITY ROUTING PROTOCOL FOR MOBILE AD-HOC NETWORK
Published In: INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, COMMUNICATION AND NETWORKS
Author(s): SACHIDANAND S JOSHI
Abstract: Mobile Ad Hoc Network (MANET) is a collection of mobile nodes interconnected by wireless media. Routing protocols for Wireless ad hoc networks have traditionally focused on finding paths with different link quality metrics such as minimum hop count, RSSI (Received Signal Strength Indication), SNR (Signal-to-Noise Ratio), BER (Bit Error Rate). However, such paths can include slow or lossy links, leading to poor throughput. A routing algorithm can select better paths by explicitly taking the quali
- Publication Date: 03-Jun-2011
- DOI: 10.15224/978-981-07-1847-3-1027
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GENETIC ALGORITHM FOR CLASSIFICATION IN DATA MINING
Published In: INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, COMMUNICATION AND NETWORKS
Author(s): SHASHANK SONI , ANURADHA PUROHIT , JAI KUMAR RAI , POOJA SHARMA , VAISHALI GUPTA
Abstract: This paper focuses on performing rule based classification in Data Mining using Genetic Algorithm (GA). The objective functions namely comprehensibility, predictive accuracy, interestingness, coverage are used to evaluate the fitness value of each classification rule obtained using GA. For presenting our approach a real dataset is used. Experimental results shows that the rule based classification designed using GA efficiently identify the pattern using multiple objective functions.
- Publication Date: 03-Jun-2011
- DOI: 10.15224/978-981-07-1847-3-1027
- Views: 0
- Downloads: 0