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The Complexity of Zadeh's Pivot Rule
Publicado 2021“...The Simplex algorithm is one of the most important algorithms in discrete optimization, and is the most used algorithm for solving linear programs in practice. ...”
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Modeling of Moving Sound Sources Based on Array Measurements
Publicado 2021“...The parameter studies show guidelines of parameter selection based on the given situations in this thesis for modeling moving source using beamforming. Both algorithms are able to reconstruct the moving signals in the given scenarios. ...”
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Multiprocessor Scheduling
Publicado 2021“...This volume contains four major parts that cover the following directions: the state of the art in theory and algorithms for classical and non-standard scheduling problems; new exact optimization algorithms, approximation algorithms with performance guarantees, heuristics and metaheuristics; novel models and approaches to scheduling; and, last but least, several real-life applications and case studies....”
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Frontiers in Evolutionary Robotics
Publicado 2021“...Many researchers have been studying the techniques for evolutionary robotics by using Evolutionary Computation (EC), such as Genetic Algorithms (GA) or Genetic Programming (GP). ...”
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Tabu Search
Publicado 2021“...The goal of this book is to report original researches on algorithms and applications of Tabu Search to real-world problems as well as recent improvements and extensions on its concepts and algorithms. ...”
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Advances in Robotics, Automation and Control
Publicado 2021“...An important point is the use of rational agents and heuristic techniques to cope with the computational complexity required for controlling complex systems. ...”
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Tools in Artificial Intelligence
Publicado 2021“...Also, it is useful to inspire some future research ideas by identifying potential research directions. ...”
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Automation and Robotics
Publicado 2021“...These papers describe projects where topics of artificial intelligence, modeling and simulation process, target tracking algorithms, kinematic constraints of the closed loops, non-linear control, are used in advanced and recent research....”
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Speech Recognition
Publicado 2021“...Chapters in the first part of the book cover all the essential speech processing techniques for building robust, automatic speech recognition systems: the representation for speech signals and the methods for speech-features extraction, acoustic and language modeling, efficient algorithms for searching the hypothesis space, and multimodal approaches to speech recognition. ...”
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Contemporary Robotics
Publicado 2021“...This includes development of algorithms for automatic trajectory generation using redudancy resolution scheme, intelligent algorithms for robotic grasping, modelling approach for reactive mode handling of flexible manufacturing and design of an advanced controller for robot manipulators. ...”
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Evolutionary Computation
Publicado 2021“...This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. ...”
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Programmable Logic Controller
Publicado 2021“...Despite the great technological advancement experienced in recent years, Programmable Logic Controllers (PLC) are still used in many applications from the real world and still play a central role in infrastructure of industrial automation. ...”
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Fuzzy Systems
Publicado 2021“...Additionally, fuzzy systems provide a rich and robust method of building systems that include multiple conflicting, cooperating, and collaborating experts (a capability that generally eludes not only symbolic expert system users but analysts who have turned to such related technologies as neural networks and genetic algorithms). Yet the application of fuzzy logic in the areas of decision support, medical systems, database analysis and mining has been largely ignored by both the commercial vendors of decision support products and the knowledge engineers who use them....”
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New Achievements in Evolutionary Computation
Publicado 2021“...Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. ...”
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VLSI
Publicado 2021“...However, the term “VLSI” is still being used, though there was some effort to coin a new term ULSI (Ultra-Large Scale Integration) for fine distinctions many years ago. ...”
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Trends in Telecommunications Technologies
Publicado 2021“...It is also useful for educators that wish to get an up-to-date glimpse of telecommunications research and present it in an easily understandable and concise way. ...”
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Self-Organizing Maps
Publicado 2021“...The Self-Organizing Map (SOM) is a neural network algorithm, which uses a competitive learning technique to train itself in an unsupervised manner. ...”
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New Advances in Machine Learning
Publicado 2021“...The purpose of this book is to provide an up-to-date and systematical introduction to the principles and algorithms of machine learning. The definition of learning is broad enough to include most tasks that we commonly call “learning” tasks, as we use the word in daily life. ...”
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