By Tim Landgraf, Hai Nguyen, Stefan Forgo, Jan Schneider, Joseph Schröer, Christoph Krüger (auth.), Ying Tan, Yuhui Shi, Hongwei Mo (eds.)
This publication and its significant other quantity, LNCS vols. 7928 and 7929 represent the lawsuits of the 4th foreign convention on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised complete papers awarded have been conscientiously reviewed and chosen from 268 submissions. The papers are geared up in 22 cohesive sections protecting all significant themes of swarm intelligence study and advancements. the subsequent issues are lined during this quantity: research of swarm intelligence dependent algorithms, particle swarm optimization, functions of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based seek equipment, bee colony algorithms, differential evolution, neural networks, fuzzy tools, evolutionary programming and evolutionary games.
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Additional info for Advances in Swarm Intelligence: 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I
Shi, and H. ): ICSI 2013, Part I, LNCS 7928, pp. 24–31, 2013. © Springer-Verlag Berlin Heidelberg 2013 Diversity Analysis of Population in Shuffled Frog Leaping Algorithm 25 PSO was effectively controlled via individual random walking and high diversity preserving to improve its optimal performance. Besides, reference  proposed an adaptive adjusted PSO algorithm, which could maintain the swarm diversity by adaptively adjusting uniform distribution of fitness value. The results showed that it could effectively improve the global searching ability of the algorithm.
Hutton proved that his system is able to simulate self-reproduction of cells . The synthon model is a model to describe molecules in detail from atoms, virtual atoms and the vertices among the atoms. Lenaerts and Bersini extended the synthon model of molecules by adding electron vertices and a method to model ionic bonds to the model . Their extended model can very closely model molecules realistically. With the input of only basic reaction classes and the extended synthons, their simulator is able to generate realistic chemical reaction networks.
Water Resources Planning and Management 129(3), 210–225 (2003) 10. : A Diversity-Guided Particle Swarm Optimizer - The ARPSO. my Abstract. Artiﬁcial chemistry is a man-made system that is similar to a real chemical system. It represents a good starting point to simulate cell processes from the bio-chemistry level. In this article, an artiﬁcial chemistry system which strikes a balance among closeness to reality, fast simulation speed and high ﬂexibility is proposed. Preliminary results have shown that the model can simulate a general reversible reaction well.