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Book Overview & Buying
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Table Of Contents
Hands-On Artificial Intelligence for IoT - Second Edition
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In the previous chapter, we explored an array of deep learning (DL) based algorithms that have transformed our ability to recognize patterns, detect nuances, reconstruct complex data, and even generate new content in vision, speech, and text. While, at present, DL is on top in terms of both application and employability, it has close competition with evolutionary algorithms (EAs). The algorithms are inspired by the natural process of evolution, the world’s best optimizers. Yes, even we are the result of years of genetic evolution. In this chapter, you will be introduced to the fascinating world of evolutionary algorithms and learn about a specific type of EA, genetic algorithms (GAs), in more detail. In this chapter, you will learn about the following: