Title :
Design and Simulation of an Optimum Service Selection Arithmetic in Pervasive Computing
Author :
Liu Wei ; Huang Binwen
Author_Institution :
Dept. of Med. Inf., Hainan Med. Univ., Haikou, China
Abstract :
After analyzing the essence of service selection, an optimum service selection genetic algorithm with multi-objective constraints is proposed. The algorithm includes a matrix-coding scheme of chromosomes that expresses the relationship between service providers, services and end-users. Special crossover and mutation operations based on matrix-coding are constructed, and both operations can ensure that the new chromosomes are feasible. Simulation results show that this algorithm can obtain the optimal solutions of the test problem instances efficiently and steadily.
Keywords :
cellular biophysics; matrix algebra; ubiquitous computing; chromosomes; matrix-coding scheme; multiobjective constraints; mutation operations; optimum service selection arithmetic; optimum service selection genetic algorithm; pervasive computing; service providers; service selection; test problem; Algorithm design and analysis; Analytical models; Biological cells; Computational modeling; Computers; Genetic algorithms; Quality of service; Genetic Algorithm; Matrix-coding Scheme; Multi-objective Constraints; Service Selection;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location :
Shiyang
DOI :
10.1109/ICCIS.2013.11