Title :
Analysis with Data Mining and Ant Colony Algorithm for Implementing of Object Pool Optimization
Author :
Haneef, Farha ; Kushwaha, Ganesh Raj ; Dubey, Ashutosh K.
Author_Institution :
Dept. of Comput. Sci., BIST, Bhopal, India
Abstract :
In essence, the goal of data mining is to extract knowledge from data. Data mining is an inter-disciplinary field, whose core is at the intersection of machine learning, statistics and databases. J2ME services play an important role in the field of Communication industry. In this paper, we discuss and analyze the consumptive behaviour and a detailed analysis of Ant Colony Algorithm for implementation of object pool optimization. We also discuss some of the wireless technologies like CLDC, MIDP and RMS so that our comprehensive study can achieve the goal of implementation of Object Pool. The goal is to discover knowledge that is not only accurate but also comprehensible based on Ant Colony algorithm.
Keywords :
Java; data mining; learning (artificial intelligence); mobile communication; mobile computing; optimisation; CLDC; J2ME service; MIDP; RMS; ant colony algorithm; communication industry; data mining; database; knowledge discovery; knowledge extraction; machine learning; object pool optimization; statistics; wireless technology; Algorithm design and analysis; Ant colony optimization; Clustering algorithms; Data mining; Java; Optimization; Virtual machining; Ant Colony; CLDC; MIDP; Object Pool;
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2011 International Conference on
Conference_Location :
Katra, Jammu
Print_ISBN :
978-1-4577-0543-4
Electronic_ISBN :
978-0-7695-4437-3
DOI :
10.1109/CSNT.2011.72
