Title :
A novel global harmony search algorithm for chemical equation balancing
Author :
Zou, Dexuan ; Ge, Yanfeng ; Gao, Liqun ; Wu, Peifeng
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
Chemical equation balancing is an important issue in the field of chemistry, and it has drawn many researchers´ attention over the last few decades. Essentially, chemical equation balancing can be classified as integer programming problem with equality constraints. In this paper, we use a recently proposed algorithm - the novel global harmony search algorithm (NGHS) to solve this problem. The NGHS algorithm is an improved version of harmony search algorithm (HS), and it includes two important operations: position updating and genetic mutation with a low probability. The former can enhance the convergence of the NGHS, and the latter can effectively prevent the NGHS from trapping into the local optimum. Based on a large number of experiments, the NGHS has demonstrated high efficiency on solving chemical equation balancing. The results show that the NGHS can be an efficient alternative for solving chemical equation balancing.
Keywords :
chemical engineering; chemistry; genetic algorithms; linear programming; search problems; chemical equation balancing; equality constraints; genetic mutation; global harmony search algorithm; integer programming problem; position updating; Chemical analysis; Chemical elements; Chemical engineering; Design engineering; Educational institutions; Electronic mail; Equations; Genetic mutations; Information science; Particle swarm optimization; chemical equation balancing; genetic mutation; novel global harmony search algorithm; position updating;
Conference_Titel :
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location :
Qinhuangdao
Print_ISBN :
978-1-4244-7164-5
Electronic_ISBN :
978-1-4244-7164-5
DOI :
10.1109/ICCDA.2010.5540913