April 2016
Intermediate to advanced
256 pages
6h 48m
English
Content preview from GPU-based Parallel Implementation of Swarm Intelligence AlgorithmsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Preface
Swarm intelligence algorithms (SIAs) are a family of intelligent optimizers inspired by the collective behavior of a swarm in nature under the umbrella of the well-known swarm intelligence (SI), which is to deal with the collective behavior of a swarm with the properties of decentralization, self-organization, and cooperation. Generally speaking, a typical SI system consists of a population of simple individuals which can communicate with each other by acting on their local environment. Though the individual in a swarm follow very simple rules, the interactions between such individuals can lead to the emergence of very complicated global behavior, far beyond the capability of single individual agent.
In SIAs, a swarm is generally made ...
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