By Ying Tan, Yuhui Shi, Ben Niu

ISBN-10: 3319409999

ISBN-13: 9783319409993

ISBN-10: 3319410008

ISBN-13: 9783319410005

This two-volume set LNCS 9712 and LNCS 9713 constitutes the refereed lawsuits of the seventh foreign convention on Swarm Intelligence, ICSI 2016, held in Bali, Indonesia, in June 2016. The a hundred thirty revised typical papers provided have been rigorously reviewed and chosen from 231 submissions. The papers are equipped in 22 cohesive sections masking significant issues of swarm intelligence and similar parts corresponding to pattern and types of swarm intelligence examine; novel swarm-based optimization algorithms; swarming behaviour; a few swarm intelligence algorithms and their functions; hybrid seek optimization; particle swarm optimization; PSO purposes; ant colony optimization; mind typhoon optimization; fireworks algorithms; multi-objective optimization; large-scale international optimization; biometrics; scheduling and making plans; desktop studying equipment; clustering set of rules; type; photograph class and encryption; facts mining; sensor networks and social networks; neural networks; swarm intelligence in administration selection making and operations examine; robotic regulate; swarm robotics; clever strength and communications structures; and clever and interactive and tutoring platforms.

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Additional info for Advances in Swarm Intelligence: 7th International Conference, ICSI 2016, Bali, Indonesia, June 25-30, 2016, Proceedings, Part I

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It has to be noted that those interests or needs, are, even in a fully agent-based emergent design theory, still defined by human beings. The proposed model cannot exclude the verbalization of a design target, and doesn’t answer the question of how to verbalize architectural needs. If we refer to a virtual simulation of physical spaces, individual solutions that lack quality are welcome, and even necessary for optimization. We have to note that virtual simulation is inevitable in architectural adaptation if we want to make use of evolutionary optimization.

Velocity weights: • Cohesion weight (wc ): a scaler for the cohesion velocity. • Alignment weight (wa ): a scaler for the alignment velocity. • Separation weight (ws ): a scaler for the separation velocity. – Trust factor (τ ) defines how much an agent trusts its connected neighbours. It has an impact on both the cohesion velocity and alignment velocity but not on the separation velocity. All agents except the blue leader attempt moving towards the neighbours’ location guided with the cohesion vector.

Springer International Publishing Switzerland 2016 Y. Tan et al. ): ICSI 2016, Part I, LNCS 9712, pp. 24–35, 2016. 1007/978-3-319-41000-5_3 Research Hotspots and Trends in Swarm Intelligence 25 2 Data and Methods Data on Swarm Intelligence comes from Science Citation Index (SCI) database. We searched SCI on January 20, 2016 to identify the literature on Swarm Intelligence by entering the keyword “Swarm Intelligence”. We restricted our keyword search to Topics (2000–2015) and obtained a total of 3071 papers from SCI database, Full bibliographic records (including their reference lists) of all papers were downloaded.

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Advances in Swarm Intelligence: 7th International Conference, ICSI 2016, Bali, Indonesia, June 25-30, 2016, Proceedings, Part I by Ying Tan, Yuhui Shi, Ben Niu

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