By Xiang Xu, Kun Zou (auth.), Gang Shen, Xiong Huang (eds.)

This two-volume set (CCIS 152 and CCIS 153) constitutes the refereed complaints of the overseas convention on machine technology and knowledge Engineering, CSIE 2011, held in Zhengzhou, China, in may well 2011. The 159 revised complete papers provided in either volumes have been conscientiously reviewed and chosen from numerous submissions. The papers current unique study effects which are largely proper to the idea and purposes of machine technological know-how and data Engineering and tackle a large choice of subject matters akin to algorithms, automation, synthetic intelligence, bioinformatics, machine networks, desktop safety, laptop imaginative and prescient, modeling and simulation, databases, info mining, e-learning, e-commerce, e-business, snapshot processing, wisdom administration, multimedia, cellular computing, normal computing, open and leading edge schooling, trend acceptance, parallel computing, robotics, instant networks, and net applications.

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Extra resources for Advanced Research on Computer Science and Information Engineering: International Conference, CSIE 2011, Zhengzhou, China, May 21-22, 2011, Proceedings, Part II

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Because the target function f(x) is a multi-modal function, which has m peaks, f1, f2, … , fm respectively, we can provide f1≥f2≥…≥fm. According to GA theory, on account of genetic operator, the individuals gradually gather in some higher peaks. When the individual which has the biggest fitness meets the condition of migrating, given the number of operation generation is t1, the individual which has biggest fitness is C (t1) which belongs to the peak fk, C (t1) f k , 0 < k ≤ m . It is the time that the individual begins to migrate, delete it and its near relatives in the original population.

2 Evaluations are used in this experiment. Precision (P) = The number of right word pairs in the result , (2) The number of wordpairs in the result Feature Coverage_ rate (F) = The number of feature - words in the result , The number of words in feature space (3) The difference between this evaluation and the conventional one is that we do not use Recall. The reason is the relation word-pairs are used to help classification, so they can be available only if they are in the feature space. The size of the feature space used in this experiment is 4000.

Genetic algorithms with sharing for multi-modal function optimization. In: Proceedings of the Second International Conference on Genetic Algorithms, pp. 41–49. : Simple Sub-population Schemes. In: Proceedings of the Third Annual Conference on Evolutionary Programming, San Diego, California, pp. : The Analysis of Global Convergence and Computational Efficiency for Genetic Algorithm. J. : Adaptive genetic algorithm for multi-peak searching. J. : Research of Genetic Algorithms and Its Application on Finance Forecast and Financial Decisions.

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