This new edition expands and revises the book throughout, with new material added to existing chapters, including short case studies, as well as adding new chapters on explainable AI, and big data....Loe edasi...
The text provides practical guidance to implement nature-inspired algorithms and metaheuristics in real-life scenarios to solve complex optimization problems. It further demonstrates how nature-inspired metaheuristic algorithms have the potential to...Loe edasi...
The book discusses various partitioning strategies tailored for traditional machine learning algorithms. This book is a vital resource, illuminating the path towards unlocking the full potential of partitioning in shaping the future of AI technologi...Loe edasi...
This is a collection of papers on emerging issues, challenges, and new methods in Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing, Federated Learning, Internet of Things, and Blockchain technology....Loe edasi...
Fatigue Prediction for Random Loads serves as a comprehensive treatise for methods for fatigue estimation and fatigue life prediction in randomly excited structural systems using the rainflow cycle counting method....Loe edasi...
This book is structured to guide readers through AGAs concepts, practical applications, and future directions.At its core, this book is an invitation to reimagine the boundaries of algorithmic design. It is crafted for researchers, practitioners, a...Loe edasi...
This presents a new topology algorithm for structural optimization called Smooth-Edged Material Distribution for Optimizing Topology (SEMDOT). It presents the basic theory of SEMDOT, explains its connections with the corresponding optimizers, and us...Loe edasi...
This concise and accessible guide equips readers with the knowledge and skills needed to implement digital control algorithms to design efficient and reliable power converters using STM32 microcontrollers....Loe edasi...
This volume brings together eminent scholars from various parts of the world, representing different fields of knowledge in order to explore the social, cultural, political, and economic effects of the development of new technologies....Loe edasi...
Based on more than 10 years of the authors experience in the area, this book targets researchers and graduate students who would like to learn how to design and implement parallel direct solvers for mesh-based computations. It presents an alternativ...Loe edasi...
As an extension of the traditional MMSE, the minimum mean p-power error (MMPE) criterion has shown superior performance in many applications of adaptive filtering. This book aims to provide a comprehensive introduction of the MMPE and related adapti...Loe edasi...
The text comprehensively discusses tracking architecture under stochastic and deterministic frameworks and presents experimental results under each framework with qualitative and quantitative analysis. It covers deep learning techniques for feature...Loe edasi...
This outlines a method for dynamic pricing of high-occupancy toll lanes based on non-linear programming techniques, finite difference stochastic approximation, genetic algorithms and simulated annealing stochastic algorithms, coupled with vector aut...Loe edasi...
Governments around the world use machine learning in automated decision-making systems for a broad range of functions. This book seeks to answer the question: what standards should be applied to machine learning to mitigate disparate impact in autom...Loe edasi...
Sari: River Publishers Series in Automation, Control and Robotics
(Ilmumisaeg: 31-May-2023, Kirjastus: River Publishers, ISBN-13: 9781003337140)
Along with the design and implementation of algorithms, a major part of the work presented in the book involves the development of new systems both for commercial as well as for academic use....Loe edasi...
This book focuses on how new technologies are raising and reshaping ethical questions and practices which aim to automate ethics into program outputs....Loe edasi...
Computational complexity is critical in analysis of algorithms and is important to be able to select algorithms for efficiency and solvability. Algorithm and Design Complexity initiates with discussion of algorithm analysis, time space trade-off, sy...Loe edasi...
