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Author : Corie Lynn Cobb
Publisher : Unknown
Page : 558 pages
File Size : 54,6 Mb
Release : 2008
Category : Electronic
ISBN : UCAL:C3486967
Author : Ying-ping Chen
Publisher : Springer
Page : 488 pages
File Size : 41,9 Mb
Release : 2008-09-10
Category : Computers
ISBN : 9783540850687
In recent years, the issue of linkage in GEAs has garnered greater attention and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limits; they can be easily ”fooled” by cases of triviality or peculiarity of the class of problems that the algorithms are designed to handle. Furthermore, these approaches are usually blind to the interactions between the decision variables, thereby disrupting the partial solutions that are being built up along the way.
Author : Luc Lamontagne,Enric Plaza
Publisher : Springer
Page : 553 pages
File Size : 55,5 Mb
Release : 2014-09-22
Category : Computers
ISBN : 9783319112091
This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2014) held in Cork, Ireland, in September 2014. The 35 revised full papers presented were carefully reviewed and selected from 49 submissions. The presentations cover a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.
Author : Anonim
Publisher : Unknown
Page : 1008 pages
File Size : 49,6 Mb
Release : 2007
Category : Computer-aided design
ISBN : UOM:39015058904403
Author : Mary Lou Maher,M. Bala Balachandran,Dong Mei Zhang
Publisher : Psychology Press
Page : 261 pages
File Size : 52,7 Mb
Release : 2014-02-25
Category : Psychology
ISBN : 9781317779759
Case-based reasoning in design is becoming an important approach to computer-support for design as well as an important component in understanding the design process. Design has become a major focus for problem solving paradigms due to its complexity and open-ended nature. This book presents a clear description of how case-based reasoning can be applied to design problems, including the representation of design cases, indexing and retrieving design cases, and the range of paradigms for adapting design cases. With a focus on design, this book differs from others that provide a generalist view of case-based reasoning. This volume provides two important contributions to the area: * a general description of the issues and alternatives in applying case-based reasoning to design, and * a description of specific implementations of case-based design. Through this combination, the reader will learn about both the general issues and the practical problems in supporting design through case-based reasoning. This book was prepared to fill a gap in the literature on the unique problems that design introduces to computational paradigms developed in computer science. It also addresses the needs of computational support for design problem solving from both theoretical and practical perspectives.
Author : Mary Lou Maher,Pearl Pu
Publisher : Psychology Press
Page : 382 pages
File Size : 44,9 Mb
Release : 2014-02-25
Category : Psychology
ISBN : 9781317778905
Design is believed to be one of the most interesting and challenging problem-solving activities ever facing artificial intelligence (AI) researchers. Knowledge-based systems using rule-based and model-based reasoning techniques have been applied to build design automation and/or design decision support systems. Although such systems have met with some success, difficulties have been encountered in terms of formalizing such generalized design experiences as rules, logic, and domain models. Recently, researchers have been exploring the idea of using case-based reasoning (CBR) techniques to complement or replace other approaches to design support. CBR can be considered as an alternative to paradigms such as rule-based and model-based reasoning. Rule-based expert systems capture knowledge in the form of if-then rules which are usually identified by a domain expert. Model-based reasoning aims at formulating knowledge in the form of principles to cover the various aspects of a problem domain. These principles, which are more general than if-then rules, comprise a model which an expert system may use to solve problems. Model-based reasoning (MBR) is sometimes called reasoning from first principles. Instead of generalizing knowledge into rules or models, CBR is an experience-based method. Thus, specific cases, corresponding to prior problem-solving experiences, comprise the main knowledge sources in a CBR system. This volume includes a collection of chapters that describe specific projects in which case-based reasoning is the focus for the representation and reasoning in a particular design domain. The chapters provide a broad spectrum of applications and issues in applying and extending the concept of CBR to design. Each chapter provides its own introduction to CBR concepts and principles.
Author : Beatriz López
Publisher : Morgan & Claypool Publishers
Page : 106 pages
File Size : 54,8 Mb
Release : 2013
Category : Computers
ISBN : 9781627050074
Case-based reasoning is a methodology with a long tradition in artificial intelligence that brings together reasoning and machine learning techniques to solve problems based on past experiences or cases. Given a problem to be solved, reasoning involves the use of methods to retrieve similar past cases in order to reuse their solution for the problem at hand. Once the problem has been solved, learning methods can be applied to improve the knowledge based on past experiences. In spite of being a broad methodology applied in industry and services, case-based reasoning has often been forgotten in both artificial intelligence and machine learning books. The aim of this book is to present a concise introduction to case-based reasoning providing the essential building blocks for the designing of case-based reasoning systems, as well as to bring together the main research lines in this field to encourage students to solve current CBR challenges.
Author : Michael M. Richter,Rosina O. Weber
Publisher : Springer Science & Business Media
Page : 550 pages
File Size : 47,7 Mb
Release : 2013-10-31
Category : Computers
ISBN : 9783642401671
This book presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise case-based reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications.
Author : Raffi Roupen Kamalian
Publisher : Unknown
Page : 366 pages
File Size : 43,5 Mb
Release : 2004
Category : Electronic
ISBN : UCAL:C3495981
Author : Ningning Zhou
Publisher : Unknown
Page : 338 pages
File Size : 47,9 Mb
Release : 2002
Category : Electronic
ISBN : UCAL:C3484016
Author : Mary Lou Maher,Pearl Pu
Publisher : Psychology Press
Page : 342 pages
File Size : 44,6 Mb
Release : 1997
Category : Computers
ISBN : 0805823131
In this book we have created a significant case library for those considering developing case-based reasoning systems for design. The case library is descriptive rather than formal, as is typical of case-based design systems in a domain where there is little formal knowledge. However, as an informal description of experiences in developing case-based design systems, this book provides a broad range of experiences.
Author : Arthur G. Erdman
Publisher : Wiley-Interscience
Page : 632 pages
File Size : 46,5 Mb
Release : 1993-08-09
Category : Science
ISBN : UOM:39015032915863
Each chapter, covering one major topic, will contain a discussion and analysis of the major developments of the past forty years, including the most recent developments in each topic, and offers a projection of where each basic research area is heading. Covers the most important theoretical aspects of kinematics as follows: planar and spatial synthesis, planar and spatial analysis, gear design, cam systems, dynamics, computational techniques and optimization in the design of mechanisms.
Author : Committee on Advanced Materials and Fabrication Methods for Microelectromechanical Systems,Commission on Engineering and Technical Systems,National Materials Advisory Board,Division on Engineering and Physical Sciences,National Research Council
Publisher : National Academies Press
Page : 76 pages
File Size : 49,7 Mb
Release : 1997-12-15
Category : Technology & Engineering
ISBN : 9780309591515
Microelectromenchanical systems (MEMS) is a revolutionary field that adapts for new uses a technology already optimized to accomplish a specific set of objectives. The silicon-based integrated circuits process is so highly refined it can produce millions of electrical elements on a single chip and define their critical dimensions to tolerances of 100-billionths of a meter. The MEMS revolution harnesses the integrated circuitry know-how to build working microsystems from micromechanical and microelectronic elements. MEMS is a multidisciplinary field involving challenges and opportunites for electrical, mechanical, chemical, and biomedical engineering as well as physics, biology, and chemistry. As MEMS begin to permeate more and more industrial procedures, society as a whole will be strongly affected because MEMS provide a new design technology that could rival--perhaps surpass--the societal impact of integrated circuits.
Author : Anonim
Publisher : Unknown
Page : 770 pages
File Size : 51,6 Mb
Release : 2005
Category : Computers
ISBN : CORNELL:31924091097505
Author : Anupam Baliyan,Kuldeep Singh Kaswan,Naresh Kumar,Kamal Upreti,Ramani Kannan
Publisher : CRC Press
Page : 161 pages
File Size : 48,8 Mb
Release : 2023-01-11
Category : Computers
ISBN : 9781000840247
Cyber Physical System (CPS) is an integration of computation, networking, and physical processes: the combination of several systems ofdifferent nature whose main purpose is tocontrol a physical process and, through feedback, adapt itself to new conditions, in real time.Cyber Physical System: Concepts and Applications includes an in-depth coverage of the latestmodels and theories that unify perspectives. It expresses the interacting dynamics of the computational and physical components of asystem in a dynamic environment. Covers automatic application of software countermeasures against physical attacks and impact of cyber physical system on industry 4.0 Explains how formal models provide mathematical abstractions to manage the complexity of a system design Offers a rigorous and comprehensive introduction to the principles of design,specification, modelling, and analysis of cyber physicalsystems Discusses the multiple domains where Cyber Physical system has a vital impact and provides knowledge about different models thatprovide mathematical abstractions tomanage the complexity of a system design Provides the rapidly expanding field of cyber-physical systems with a Long-needed foundational text by an established authority This book is primarily aimed at advanced undergraduates, graduates of computer science. Engineers will also find this book useful.