Swarm Intelligence and Deep Evolution
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Swarm Intelligence and Deep Evolution
Provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. Covers interdisciplinary research topics that encompass problem-solving tasks in AI and deep learning in an easy-to-understand manner. Describes a framework (i.e., deep neuroevolution and deep swarms) that integrates swarm intelligence and evolutionary computation with deep learning. Reviews researches in AI from the past to the present and considers the future progress of AI, based on the ideas of swarm intelligence and evolution. Shows how to learn practical tasks by neuroevolution with an AI educational software, MindRender.
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