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Artificial Intelligence and Creativity: An Interdisciplinary Approach
ISBN: 9780792330615 / Angielski / Twarda / 458 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Creativity is one of the least understood aspects of intelligence and is often seen as intuitive' and not susceptible to rational enquiry. Recently, however, there has been a resurgence of interest in the area, principally in artificial intelligence and cognitive science, but also in psychology, philosophy, computer science, logic, mathematics, sociology, and architecture and design. This volume brings this work together and provides an overview of this rapidly developing field. It addresses a range of issues. Can computers be creative? Can they help us to understand human creativity? How can...
Creativity is one of the least understood aspects of intelligence and is often seen as intuitive' and not susceptible to rational enquiry. Recently, h...
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Abductive Reasoning and Learning
ISBN: 9780792365655 / Angielski / Twarda / 442 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches. Abduction is central to all areas of applied reasoning, including artificial intelligence, philosophy of science, machine learning, data mining and decision theory, as well as logic itself.
This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches. Abduction is central to all areas...
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805,10 |
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Conflicting Agents: Conflict Management in Multi-Agent Systems
ISBN: 9780792372103 / Angielski / Twarda / 335 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Conflicts between agents acting in a multi-agent environment arise for different reasons, involve different concepts, and are dealt with in different ways, depending on the kind of agents and on the domain where they are considered. Agents may have conflicting beliefs, conflicting goals, or may have to share limited resources. Consequently, conflicts may be expressed as mere differences, or as contradictions, or even as social conflicts. They may be avoided, solved, kept, or even created deliberately.
Conflicting Agents studies conflicts in the context of multi-agent systems,... Conflicts between agents acting in a multi-agent environment arise for different reasons, involve different concepts, and are dealt with in different ...
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Practical Applications of Computational Intelligence Techniques
ISBN: 9780792373209 / Angielski / Twarda / 381 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Computational intelligence paradigms have attracted the growing interest of researchers, scientists, engineers and application engineers in a number of everyday applications. These applications are not limited to any particular field and include engineering, business, banking and consumer electronics. Computational intelligence paradigms include artificial intelligence, artificial neural networks, fuzzy systems and evolutionary computing. Artificial neural networks can mimic the biological information processing mechanism in a very limited sense. Evolutionary computing algorithms are used for...
Computational intelligence paradigms have attracted the growing interest of researchers, scientists, engineers and application engineers in a number o...
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805,10 |
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Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
ISBN: 9780792374664 / Angielski / Twarda / 382 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of distribution algorithms (EDAs). This new class of algorithms generalizes genetic algorithms by replacing the crossover and mutation operators with learning and sampling from the probability distribution of the best individuals of the population at each iteration of the algorithm. Working in such a way, the relationships between the variables involved in the problem domain are explicitly and effectively captured and...
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computa...
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Intelligent Systems and Interfaces
ISBN: 9780792377634 / Angielski / Twarda / 452 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This volume offers comprehensive coverage of intelligent systems, including fundamental aspects, software-, sensors-, and hardware-related issues. Moreover, the contributors to this volume provide, beyond a systematic overview of intelligent interfaces and systems, deep, practical knowledge in building and using intelligent systems in various applications. Special emphasis is placed on specific aspects and requirements in applications. This volume offers comprehensive coverage of intelligent systems, including fundamental aspects, software-, sensors-, and hardware-related issues. ... |
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Constraint-Based Design Recovery for Software Reengineering: Theory and Experiments
ISBN: 9780792380672 / Angielski / Twarda / 189 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The great challenge of reverse engineering is recovering design information from legacy code: the concept recovery problem. This monograph describes our research effort in attacking this problem. It discusses our theory of how a constraint-based approach to program plan recognition can efficiently extract design concepts from source code, and it details experiments in concept recovery that support our claims of scalability. Importantly, we present our models and experiments in sufficient detail so that they can be easily replicated. This book is intended for researchers or software developers...
The great challenge of reverse engineering is recovering design information from legacy code: the concept recovery problem. This monograph describes o...
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805,10 |
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Fuzzy Sets in Decision Analysis, Operations Research and Statistics
ISBN: 9780792381129 / Angielski / Twarda / 453 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Fuzzy Sets in Decision Analysis, Operations Research and Statistics includes chapters on fuzzy preference modeling, multiple criteria analysis, ranking and sorting methods, group decision-making and fuzzy game theory. It also presents optimization techniques such as fuzzy linear and non-linear programming, applications to graph problems and fuzzy combinatorial methods such as fuzzy dynamic programming. In addition, the book also accounts for advances in fuzzy data analysis, fuzzy statistics, and applications to reliability analysis. These topics are covered within four parts:
Fuzzy Sets in Decision Analysis, Operations Research and Statistics includes chapters on fuzzy preference modeling, multiple criteria analysi...
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Fuzzy Modeling for Control
ISBN: 9780792381549 / Angielski / Twarda / 260 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Rule-based fuzzy modeling has been recognised as a powerful technique for the modeling of partly-known nonlinear systems. Fuzzy models can effectively integrate information from different sources, such as physical laws, empirical models, measurements and heuristics. Application areas of fuzzy models include prediction, decision support, system analysis, control design, etc. Fuzzy Modeling for Control addresses fuzzy modeling from the systems and control engineering points of view. It focuses on the selection of appropriate model structures, on the acquisition of dynamic...
Rule-based fuzzy modeling has been recognised as a powerful technique for the modeling of partly-known nonlinear systems. Fuzzy models can effectively...
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Practical Applications of Fuzzy Technologies
ISBN: 9780792386285 / Angielski / Twarda / 667 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Since the late 1980s, a large number of very user-friendly tools for fuzzy control, fuzzy expert systems, and fuzzy data analysis have emerged. This has changed the character of this area and started the area of fuzzy technology'. The next large step in the development occurred in 1992 when almost independently in Europe, Japan and the USA, the three areas of fuzzy technology, artificial neural nets and genetic algorithms joined forces under the title of computational intelligence' or soft computing'. The synergies which were possible between these three areas have been exploited very...
Since the late 1980s, a large number of very user-friendly tools for fuzzy control, fuzzy expert systems, and fuzzy data analysis have emerged. This h...
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Investigating Explanation-Based Learning
ISBN: 9780792391258 / Angielski / Twarda / 438 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Explanation-Based Learning (EBL) can generally be viewed as substituting background knowledge for the large training set of exemplars needed by conventional or empirical machine learning systems. The background knowledge is used automatically to construct an explanation of a few training exemplars. The learned concept is generalized directly from this explanation.
The first EBL systems of the modern era were Mitchell's LEX2, Silver's LP, and De Jong's KIDNAP natural language system. Two of these systems, Mitchell's and De Jong's, have led to extensive follow-up research in EBL. This... Explanation-Based Learning (EBL) can generally be viewed as substituting background knowledge for the large training set of exemplars needed by conven...
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Reinforcement Learning
ISBN: 9780792392347 / Angielski / Twarda / 172 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Reinforcement learning is the learning of a mapping from situations to actions so as to maximize a scalar reward or reinforcement signal. The learner is not told which action to take, as in most forms of machine learning, but instead must discover which actions yield the highest reward by trying them. In the most interesting and challenging cases, actions may affect not only the immediate reward, but also the next situation, and through that all subsequent rewards. These two characteristics -- trial-and-error search and delayed reward -- are the most important distinguishing features of...
Reinforcement learning is the learning of a mapping from situations to actions so as to maximize a scalar reward or reinforcement signal. The learner ...
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Case-Based Learning
ISBN: 9780792393436 / Angielski / Twarda / 171 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Case-based reasoning means reasoning based on remembering previous experiences. A reasoner using old experiences (cases) might use those cases to suggest solutions to problems, to point out potential problems with a solution being computed, to interpret a new situation and make predictions about what might happen, or to create arguments justifying some conclusion. A case-based reasoner solves new problems by remembering old situations and adapting their solutions. It interprets new situations by remembering old similar situations and comparing and contrasting the new one to old ones to see...
Case-based reasoning means reasoning based on remembering previous experiences. A reasoner using old experiences (cases) might use those cases to sugg...
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Human Interaction with Complex Systems: Conceptual Principles and Design Practice
ISBN: 9780792397793 / Angielski / Twarda / 429 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The 1995 Second Symposium on Human Interaction with Complex Systems, brought together a number of experts in the area of Human-System Interaction to provide answers to a variety of problems in four major areas of HSI. This book is the result of that symposium. It is suitable for researchers and practitioners in Human System Interaction.
The 1995 Second Symposium on Human Interaction with Complex Systems, brought together a number of experts in the area of Human-System Interaction to p...
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805,10 |
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Agent-Based Defeasible Control in Dynamic Environments
ISBN: 9781402008344 / Angielski / Twarda / 479 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This volume, the 7th volume in the DRUMS Handbook series, is part of the aftermath of the successful ESPRIT project DRUMS (Defeasible Reasoning and Uncertainty Management Systems) which took place in two stages from 1989- 1996. In the second stage (1993-1996) a work package was introduced devoted to the topics Reasoning and Dynamics, covering both the topics of "Dynamics of Reasoning," where reasoning is viewed as a process, and "Reasoning about Dynamics," which must be understood as pertaining to how both designers of and agents within dynamic systems may reason about these systems. The...
This volume, the 7th volume in the DRUMS Handbook series, is part of the aftermath of the successful ESPRIT project DRUMS (Defeasible Reasoning and Un...
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805,10 |
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Designing for Change in Networked Learning Environments
ISBN: 9781402013836 / Angielski / Twarda / 536 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Designing for Learning in Networked Learning Environments is of interest to researchers and students, designers, educators, and industrial trainers across various disciplines including education, cognitive, social and educational psychology, didactics, computer science, linguistics and semiotics, speech communication, anthropology, sociology and design. Computer Support for Collaborative Learning (CSCL) is a genuinely interdisciplinary field that strives to create a better understanding of collaborative learning that is mediated by a diverse set of computational... Designing for Learning in Networked Learning Environments is of interest to researchers and students, designers, educators, and in... |
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805,10 |
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Game Theory and Decision Theory in Agent-Based Systems
ISBN: 9781402071157 / Angielski / Twarda / 379 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Game Theory And Decision Theory In Agent-Based Systems is a collection of papers from international leading researchers, that offers a broad view of the many ways game theory and decision theory can be applied in agent-based systems, from standard applications of the core elements of the theory to more cutting edge developments. The range of topics discussed in this book provide the reader with the first comprehensive volume that reflects both the depth and breadth of work in applying techniques from game theory and decision theory to design agent-based systems. Chapters...
Game Theory And Decision Theory In Agent-Based Systems is a collection of papers from international leading researchers, that offers ...
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805,10 |
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Granular Computing: An Introduction
ISBN: 9781402072734 / Angielski / Twarda / 452 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is about Granular Computing (GC) - an emerging conceptual and of information processing. As the name suggests, GC concerns computing paradigm processing of complex information entities - information granules. In essence, information granules arise in the process of abstraction of data and derivation of knowledge from information. Information granules are everywhere. We commonly use granules of time (seconds, months, years). We granulate images; millions of pixels manipulated individually by computers appear to us as granules representing physical objects. In natural language, we...
This book is about Granular Computing (GC) - an emerging conceptual and of information processing. As the name suggests, GC concerns computing paradig...
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805,10 |
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Adaptive and Natural Computing Algorithms: Proceedings of the International Conference in Coimbra, Portugal, 2005
ISBN: 9783211249345 / Angielski / Miękka / 545 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The papers in this volume present theoretical insights and report practical applications both for neural networks, genetic algorithms and evolutionary computation. In the field of natural computing, swarm optimization, bioinformatics and computational biology contributions are no less compelling. A wide selection of contributions report applications of neural networks to process engineering, robotics and control. Contributions also abound in the field of evolutionary computation particularly in combinatorial and optimization problems. Many papers are dedicated to machine learning and...
The papers in this volume present theoretical insights and report practical applications both for neural networks, genetic algorithms and evolutionary...
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805,10 |
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Computational Intelligence in Economics and Finance
ISBN: 9783540440987 / Angielski / Twarda / 480 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Due to the ability to handle specific characteristics of economics and finance forecasting problems like e.g. non-linear relationships, behavioral changes, or knowledge-based domain segmentation, we have recently witnessed a phenomenal growth of the application of computational intelligence methodologies in this field. In this volume, Chen and Wang collected not just works on traditional computational intelligence approaches like fuzzy logic, neural networks, and genetic algorithms, but also examples for more recent technologies like e.g. rough sets, support vector machines, wavelets,... Due to the ability to handle specific characteristics of economics and finance forecasting problems like e.g. non-linear relationships, behavioral ... |
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805,10 |
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