Автор: Raman Kumar, Uffe Kock Wiil
Издательство: Springer
ISBN: 3030124991
Год: 2019
Страниц: 389
Язык: английский
Формат: pdf (true)
Размер: 18.0 MB
Вычислительный интеллект - это ответвление искусственного интеллекта (ИИ). В отличии от классического ИИ, который основан на строгой логике, вычислительный интеллект базируется на эвристических алгоритмах, используемых, например, в нечёткой логике, искусственных нейронных сетях, эволюционном моделировании, а твкже роевом интеллекте (муравьином алгоритме), фракталах и теории хаоса, искусственной иммунной системе, вейвлетах и т.д.
This book comprehensively addresses computational intelligence, including the theories, methodologies and techniques underlying this evolving field, as well as its potential uses in various domains across the entire spectrum of the sciences (the natural sciences, health sciences, engineering, social sciences, and humanities) and in various types of business.
Computational intelligence is rapidly spreading into all kinds of products and services. This calls for the adaptation of existing theories, methodologies and techniques – and the development of wholly new ones – to ensure the successful implementation of new intelligent products and services in various domains related to public organizations, businesses and everyday life.
This book gathers contributions from various experts working on different aspects and implementations of computational intelligence, which address new developments in theory, analytical and numerical simulation and modeling, experimentation, deployment and case studies, results of laboratory or field operational tests, and ongoing advances in computational intelligence. It is intended for a broad audience, including researchers, engineers, policymakers, industry experts, and students, offering these readers essential information on and new inspirations regarding the potential of computational intelligence.
Contents:
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