By Kusum Deep, Jagdish Chand Bansal, Kedar Nath Das, Arvind Kumar Lal, Harish Garg, Atulya K. Nagar, Millie Pant
This two-volume booklet gathers the court cases of the 6th foreign convention on smooth Computing for challenge fixing (SocProS 2016), providing a suite of study papers provided throughout the convention at Thapar college, Patiala, India. supplying a veritable treasure trove for scientists and researchers operating within the box of sentimental computing, it highlights the newest advancements within the extensive zone of “Computational Intelligence” and explores either theoretical and functional elements utilizing fuzzy common sense, synthetic neural networks, evolutionary algorithms, swarm intelligence, gentle computing, computational intelligence, etc.
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Extra resources for Proceedings of Sixth International Conference on Soft Computing for Problem Solving: SocProS 2016, Volume 1
7. Global Leader Decision (GLD) Phase: Here, global leader location is examine and if modiﬁcation is not done up to precalculated iterations limit named as GlobalLeaderLimit then division of population in small group is done by local leader. Primarily population division is done in two classes and further three, four and so on until the upper bound called groups of maximum number (GM) is reached. Meanwhile, local leaders are selected using LL method for newly formed subclasses. Fast Convergent Spider Monkey Optimization Algorithm 45 The pseudo-code of the SMO algorithm is as follows:(1) Deﬁne Population, LocalLeaderLimit, GlobalLeaderLimit, Perturbation rate.
53 Fig. 7. NMI values of ten runs of ALOCD on books about US politics Table 4 depicts excellent performance of ALOCD approach for Zachary’s Karate Club Benchmark Networks. The solutions found by ALOCD approach split the communities into 2, 3, 12 clusters with 1, 6, 13 nodes misplaced for Bottlenose Dolphins, Books about US politics, American College Football respectively. 32 M. Kaur and A. 75 Fig. 8. NMI values of ten runs of ALOCD on American Football Club Table 4. 850 13 [10, 18, 23, 32, 39, 47, 52, 54,65, 78, 82, 86, 101] – Table 5.
Community detection based on modularity and an improved genetic algorithm. Physica A Stat. Mech. Appl. com 3 School of Engineering, Gautam Buddha University, Greater Noida, India Abstract. Tuned Mass Damper are widely used in the engineering community for reduction in response of the structure during the hazardous earthquake excitations or for other uses such as vibration control in slender and tall buildings. But it is not necessary that the TMD used is reducing the response of the structure effectively for the parameters set for it during the application.