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This book is a delight for academics, researchers and professionals
working in evolutionary and swarm computing, computational
intelligence, machine learning and engineering design, as well as
search and optimization in general. It provides an introduction to
the design and development of a number of popular and recent swarm
and evolutionary algorithms with a focus on their applications in
engineering problems in diverse domains. The topics discussed
include particle swarm optimization, the artificial bee colony
algorithm, Spider Monkey optimization algorithm, genetic
algorithms, constrained multi-objective evolutionary algorithms,
genetic programming, and evolutionary fuzzy systems. A friendly and
informative treatment of the topics makes this book an ideal
reference for beginners and those with experience alike.
Composite Materials: Properties, Characterisation, and Applications
provides an in-depth description of the synthesis, properties, and
various characterisation techniques used for the study of composite
materials. Covers applications and simulation tests of these
advanced materials Presents real-world examples for demonstration
Discusses surface, thermal, and electrical characterisation
techniques Covers composites for use as sensors Aimed at industry
professionals and researchers, this book offers readers thorough
knowledge of the fundamentals as well as advanced level techniques
involved in composite material characterisation, development, and
applications.
This book includes state-of-the-art discussions on various issues
and aspects of the implementation, testing, validation, and
application of big data in the context of healthcare. The concept
of big data is revolutionary, both from a technological and
societal well-being standpoint. This book provides a comprehensive
reference guide for engineers, scientists, and students
studying/involved in the development of big data tools in the areas
of healthcare and medicine. It also features a multifaceted and
state-of-the-art literature review on healthcare data, its
modalities, complexities, and methodologies, along with
mathematical formulations. The book is divided into two main
sections, the first of which discusses the challenges and
opportunities associated with the implementation of big data in the
healthcare sector. In turn, the second addresses the mathematical
modeling of healthcare problems, as well as current and potential
future big data applications and platforms.
This book presents the latest insights and developments in the
field of socio-cultural inspired algorithms. Akin to evolutionary
and swarm-based optimization algorithms, socio-cultural algorithms
belong to the category of metaheuristics (problem-independent
computational methods) and are inspired by natural and social
tendencies observed in humans by which they learn from one another
through social interactions. This book is an interesting read for
engineers, scientists, and students studying/working in the
optimization, evolutionary computation, artificial intelligence
(AI) and computational intelligence fields.
This book presents the latest insights and developments in the
field of socio-cultural inspired algorithms. Akin to evolutionary
and swarm-based optimization algorithms, socio-cultural algorithms
belong to the category of metaheuristics (problem-independent
computational methods) and are inspired by natural and social
tendencies observed in humans by which they learn from one another
through social interactions. This book is an interesting read for
engineers, scientists, and students studying/working in the
optimization, evolutionary computation, artificial intelligence
(AI) and computational intelligence fields.
This book includes state-of-the-art discussions on various issues
and aspects of the implementation, testing, validation, and
application of big data in the context of healthcare. The concept
of big data is revolutionary, both from a technological and
societal well-being standpoint. This book provides a comprehensive
reference guide for engineers, scientists, and students
studying/involved in the development of big data tools in the areas
of healthcare and medicine. It also features a multifaceted and
state-of-the-art literature review on healthcare data, its
modalities, complexities, and methodologies, along with
mathematical formulations. The book is divided into two main
sections, the first of which discusses the challenges and
opportunities associated with the implementation of big data in the
healthcare sector. In turn, the second addresses the mathematical
modeling of healthcare problems, as well as current and potential
future big data applications and platforms.
The book is a collection of high quality peer reviewed research
papers presented in Seventh International Conference on
Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior,
India. These research papers provide the latest developments in the
broad area of "Computational Intelligence." The book discusses wide
variety of industrial, engineering and scientific applications of
nature/bio-inspired computing and presents invited papers from the
inventors/originators of novel computational techniques.
This book is a delight for academics, researchers and professionals
working in evolutionary and swarm computing, computational
intelligence, machine learning and engineering design, as well as
search and optimization in general. It provides an introduction to
the design and development of a number of popular and recent swarm
and evolutionary algorithms with a focus on their applications in
engineering problems in diverse domains. The topics discussed
include particle swarm optimization, the artificial bee colony
algorithm, Spider Monkey optimization algorithm, genetic
algorithms, constrained multi-objective evolutionary algorithms,
genetic programming, and evolutionary fuzzy systems. A friendly and
informative treatment of the topics makes this book an ideal
reference for beginners and those with experience alike.
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