Read e-book online Advances in Natural Computation PDF

By Lipo Wang

ISBN-10: 0302974334

ISBN-13: 9780302974339

This system committee chosen 313 rigorously revised complete papers and 189 brief papers for presentation in 3 volumes from 1887 submissions. the 1st quantity contains all of the contributions with regards to studying algorithms and architectures in neural networks, neurodynamics, statistical neural community types and aid vector machines, and different subject matters in neural community versions; cognitive technology, neuroscience informatics, bioinformatics, and bio-medical engineering, and neural community purposes reminiscent of communications and laptop networks, professional process and informatics, and monetary engineering. the second one quantity concentrates on neural community functions as trend reputation and diagnostics, robotics and clever keep an eye on, sign processing and multi-media, and different neural community functions; evolutionary studying, man made immune structures, evolutionary thought, membrane, molecular, DNA computing, and ant colony structures. The 3rd quantity offers with evolutionary method, quantum computing, swarm intelligence and clever brokers; average computation purposes as bioinformatics and bio-medical engineering, robotics and clever keep an eye on, and different functions of ordinary computation; implementations of usual computation, and fuzzy neural structures in addition to tender computing.

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Immune genetic algorithm(IGA), which combines the immune and GA [7], operates on the memory cells that guarantees the fast convergence toward the global optimum, has affinity calculation routine to embody the diversity of the real immune system and the self-adjustment of the immune response can be embodied by the suppress of production of antibodies. It can avoid the problems which have been found in genetic algorithm. In this paper, a novel algorithm based on IGA is proposed for training WNN. This algorithm adopted multi-encoding to optimize the structure and the parameters in the same training process.

883 Bi-phase Encoded Waveform Design to Deal with the Range Ambiguities for Sparse Space-Based Radar Systems Hai-hong Tao, Tao Su, Gui-sheng Liao . . . . . . . . . . . . . 893 Analytic Model for Network Viruses Lansheng Han, Hui Liu, Baffour Kojo Asiedu . . . . . . . . . . 903 Ant Colony Optimization Algorithms for Scheduling the Mixed Model Assembly Lines Xin-yu Sun, Lin-yan Sun . . . . . . . . . . . . . . . . . . . 911 Adaptive and Robust Design for PID Controller Based on Ant System Algorithm Guanzheng Tan, Qingdong Zeng, Shengjun He, Guangchao Cai .

543 Research on Artificial Intelligence Character Based Physics Engine in 3D Car Game Jonghwa Choi, Dongkyoo Shin, Jinsung Choi, Dongil Shin . . . . . F. Yang, Mao Ye, Jing Zhao . . . . . . . . . . . . . . . . . 557 XXXVIII Table of Contents – Part II Prediction Modeling for Ingot Manufacturing Process Utilizing Data Mining Roadmap Including Dynamic Polynomial Neural Network and Bootstrap Method Hyeon Bae, Sungshin Kim, Kwang Bang Woo . . . . . . . . . .

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Advances in Natural Computation by Lipo Wang

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