Titlebook: Intelligent Computing Methodologies; 12th International C De-Shuang Huang,Kyungsook Han,Abir Hussain Conference proceedings 2016 Springer I

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Improved Binary Imperialist Competition Algorithm for Feature Selection from Gene Expression Datas and proficient cancer diagnoses. In this paper, we attempt to apply imperialist competition algorithm (ICA) with parallel computation and faster convergence speed to select the least number of informative genes. However, ICA same as the other evolutionary algorithms is easy to fall into local opti

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A Novel Multi-objective Bionic Algorithm Based on Plant Root System Growth Mechanisms. In MORSGO, the basic local and global search operators are designed deliberately based on auxin-regulated tropism of the natural root system, including branching, regrowing of different types of roots. The fast non-dominated sorting approach is employed to get priority of non-dominated solutions

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Group Discussion Mechanism Based Particle Swarm Optimizationation (PSO). And thus, a novel modified PSO, called group discussion mechanism based particle swarm optimization (GDPSO), is proposed. Using a group discussion mechanism, GDPSO divides a swarm into several groups for local search, in which some smaller teams with a dynamic change topology are includ

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