Books [Andrew Cheadle] ECLiPSe: Tutorial - Computer Science; Engineering
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Books [Krzysztof R. Apt, Mark Wallace] Constraint Logic Programming using Eclipse
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Constraint logic programming lies at the intersection of logic programming, optimisation and artificial intelligence. It has proved a successful tool in many areas including production planning, transportation scheduling, numerical analysis and bioinformatics. Eclipse is one of the leading software systems that realise its underlying methodology. Eclipse is exploited commercially by Cisco, and is freely available and used for teaching and research in over 500 universities. This book has a two-fold purpose. It's an introduction to constraint programming, appropriate for one-semester courses for upper undergraduate or graduate students...
Books [Antoni Niederlinski] A Gentle Guide to Constraint Logic Programming via ECLiPSe, 3rd Edition
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Books [Shangce Gao] Bio-Inspired Computational Algorithms and Their Applications
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Bio-inspired computational algorithms are always hot research topics in artificial intelligence communities. Biology is a bewildering source of inspiration for the design of intelligent artifacts that are capable of efficient and autonomous operation in unknown and changing environments. It is difficult to resist the fascination of creating artifacts that display elements of lifelike intelligence, thus needing techniques for control, optimization, prediction, security, design, and so on. Bio-Inspired Computational Algorithms and Their Applications is a compendium that addresses this need. It integrates contrasting techniques of...
Books [Lance D. Chambers] Practical Handbook of Genetic Algorithms: Complex Coding Systems
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Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems contains computer-code examples for the development of genetic algorithm systems - compiling them from an array of practitioners in the field.
Each contribution of this singular resource includes:
- unique code segments
- documentation
- description of the operations performed
- rationale for the chosen approach
- problems the code overcomes or addresses
Books [Rustem Popa] Genetic Algorithms in Applications
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Genetic Algorithms (GAs) are one of several techniques in the family of Evolutionary Algorithms - algorithms that search for solutions to optimization problems by "evolving" better and better solutions. Genetic Algorithms have been applied in science, engineering, business and social sciences. This book consists of 16 chapters organized into five sections. The first section deals with some applications in automatic control, the second section contains several applications in scheduling of resources, and the third section introduces some applications in electrical and electronics engineering. The next section illustrates some examples...
Books [Elmer P. Dadios] Fuzzy Logic - Controls, Concepts, Theories and Applications
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This book introduces new concepts and theories of Fuzzy Logic Control for the application and development of robotics and intelligent machines. The book consists of nineteen chapters categorized into 1) Robotics and Electrical Machines 2) Intelligent Control Systems with various applications, and 3) New Fuzzy Logic Concepts and Theories. The intended readers of this book are engineers, researchers, and graduate students interested in fuzzy logic control systems.
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Books [Elmer P. Dadios] Fuzzy Logic - Emerging Technologies and Applications
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The capability of Fuzzy Logic in the development of emerging technologies is introduced in this book. The book consists of sixteen chapters showing various applications in the field of Bioinformatics, Health, Security, Communications, Transportations, Financial Management, Energy and Environment Systems. This book is a major reference source for all those concerned with applied intelligent systems. The intended readers are researchers, engineers, medical practitioners, and graduate students interested in fuzzy logic systems.
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Books [Sebastian Ventura] Genetic Programming - New Approaches and Successful Applications
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Genetic programming (GP) is a branch of Evolutionary Computing that aims the automatic discovery of programs to solve a given problem. Since its appearance, in the earliest nineties, GP has become one of the most promising paradigms for solving problems in the artificial intelligence field, producing a number of human-competitive results and even patentable new inventions. And, as other areas in Computer Science, GP continues evolving quickly, with new ideas, techniques and applications being constantly proposed. The purpose of this book is to show recent advances in the field of GP, both the development of new theoretical approaches...
Books [Cesare Rossi] Brain, Vision and AI
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The aim of this book is to provide new ideas, original results and practical experiences regarding service robotics. This book provides only a small example of this research activity, but it covers a great deal of what has been done in the field recently. Furthermore, it works as a valuable resource for researchers interested in this field.
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Books [Michael Affenzeller, Stefan Wagner, Stephan Winkler] Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications
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Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for algorithm development.
The book focuses on both theoretical and empirical aspects. The theoretical sections explore the important and characteristic properties of the basic GA as well as main characteristics of the selected algorithmic extensions developed by the authors. In the empirical...
Books [Riccardo Poli, William Langdon, Nicholas McPhee] A Field Guide to Genetic Programming
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Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This...
Books [Steven M. LaValle] Planning Algorithms
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Planning algorithms are impacting technical disciplines and industries around the world, including robotics, computer-aided design, manufacturing, computer graphics, aerospace applications, drug design, and protein folding. Written for computer scientists and engineers with interests in artificial intelligence, robotics, or control theory, this is the only book on this topic that tightly integrates a vast body of literature from several fields into a coherent source for teaching and reference in a wide variety of applications. Difficult mathematical material is explained through hundreds of examples and illustrations...
Books [Richard S. Sutton, Andrew G. Barto] Reinforcement Learning: An Introduction, Second Edition
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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.
Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new...
Books [Eva Volna] Introduction to Soft Computing
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This book gives an introduction to Soft Computing, which aims to exploit tolerance for imprecision, uncertainty, approximate reasoning, and partial truth in order to achieve close resemblance with human like decision making. Soft Computing is a new multidisciplinary field, to construct new generation of Artificial Intelligence, known as Computational Intelligence.
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Books [Ray Kurzweil] The Age of Intelligent Machines: Can Machines Think?
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Books [Manuel De Landa] War in the Age of Intelligent Machines 2nd Ptg. Edition
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In the aftermath of the methodical destruction of Iraq during the Persian Gulf War, the power and efficiency of new computerized weapons and surveillance technology have become chillingly apparent. For Manuel DeLanda, however, this new weaponry has a significance that goes far beyond military applications; he shows how it represents a profound historical shift in the relation of human beings both to machines and to information. The recent emergence of intelligent and autonomous bombs and missiles equipped with artificial perception and decision-making capabilities is, for Delanda, part of a much larger transfer of cognitive...
Books [Ray Kurzweil] Essay collection
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Books [Ray Kurzweil] The Age of Spiritual Machines: When Computers Exceed Human Intelligence
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NATIONAL BESTSELLER • Bold futurist Ray Kurzweil, author of The Singularity Is Near, offers a framework for envisioning the future of machine intelligence—“a book for anyone who wonders where human technology is going next” (The New York Times Book Review).
“Kurzweil offers a thought-provoking analysis of human and artificial intelligence and a unique look at a future in which the capabilities of the computer and the species that invented it grow ever closer.”—BILL GATES
Imagine a world where the difference between man and machine blurs, where the line between humanity and technology fades, and where the soul and the silicon chip...
Books [Ray Kurzweil] The Age of Intelligent Machines
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Winner, 1990, category of Computer Science, Professional/Scholarly Publishing Annual Awards Competition presented by the Association of American Publishers, Inc.
In The Age of Intelligent Machines, inventor and visionary computer scientist Raymond Kurzweil probes the past, present, and future of artificial intelligence, from its earliest philosophical and mathematical roots to tantalizing glimpses of 21st-century machines with superior intelligence and truly prodigious speed and memory. Generously illustrated and easily accessible to the nonspecialist, this book provides the background needed for a full understanding of the enormous...
Books [George F. Luger] Artificial Intelligence: Structures and Strategies for Complex Problem Solving
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one- or two-semester undergraduate course on AI.
In this accessible, comprehensive text, George Luger captures the essence of artificial intelligence–solving the complex problems that arise wherever computer technology is applied. Ideal for an undergraduate course in AI, the Sixth Edition presents the fundamental concepts of the discipline first then goes into detail with the practical information necessary to implement the algorithms and strategies discussed. Readers learn how to use a number of different software tools and techniques to...
Books [Mike Sharples, David Hogg, Steve Torrance, David Young, Chris Hutchinson] Computers and Thought: A Practical Introduction to Artificial Intelligence
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Computers and Thought provides a unified, self-contained introduction to artificial intelligence for readers with little or no computing background. It presents an original extended AI programming project - the Automated Tourist Guide exercise throughout the main chapters of the text to illustrate the material covered and show how AI actually works. Most chapters illustrate a particular AI topic, with sections on the background to the topic, methods, applications, and the limitations of previous proposals. In addition, there are end of chapter summaries and graded exercises, suggested readings, a glossary, and an appendix on...
Books [Manoel V. M. França] Introduction to Inductive Logic Programming
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Books [R. M. de Wolf] Contributions to Inductive Logic Programming
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Books [Roberto Battiti, Mauro Brunato] The LION Way: Machine Learning plus Intelligent Optimization, Version 4.0
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Learning and Intelligent Optimization (LION) is the combination of learning from data and optimization applied to solve complex and dynamic problems. The LION way is about increasing the automation level and connecting data directly to decisions and actions. More power is directly in the hands of decision makers in a self-service manner, without resorting to intermediate layers of data scientists. LION is a complex array of mechanisms, like the engine in an automobile, but the user (driver) does not need to know the inner workings of the engine in order to realize its tremendous benefits.LION's adoption will create a prairie fire of...
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