March 2023
Intermediate to advanced
256 pages
6h 58m
English
Content preview from Swarm Intelligence
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8Application of Swarm Intelligence
Abstract
Swarm intelligence is an artificial intelligence approach which is inspired by naturally occurring substances in systems consisting of different individuals, coordinated using self-organization and materials with higher efficiency autonomous agents. The system essentially consists of independent agents with emergent intellectual capacities. The autonomous agent does not obey orders according to a global plan or leadership. This kind of system is recognized as having a transdisciplinary nature in several fields that form swarm intelligence. Because it is pretty popular, some academics have begun to work on it even for computer tasks and are using it in computer intelligence programs. The newest created swarm intelligence algorithms are not known to most people. We have reviewed many swarm intelligence algorithms in this chapter that work effectively in a few domains. The primary focus is on selecting the best way to get particle swarm optimization (PSO) information. A comparative analysis of the use of swarm intelligence algorithms in computers is another feature of this chapter. Information technology is the technology that provides software and hardware as services over the network and telecommunications centers. Different cloud computing, fog computing, and swarm intelligence authors have concentrated on this subject in order to illustrate that improvement in work occurs when pattern recognition is introduced to computers.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.