Artificial Intelligence In Design 00

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Artificial Intelligence in Design ’00

Author : John S. Gero
Publisher : Springer Science & Business Media
Page : 700 pages
File Size : 43,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401141543

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Artificial Intelligence in Design ’00 by John S. Gero Pdf

Designing is one of the foundations for change in our society. It is a fundamental precursor to manufacturing, fabrication and construction. Design research aims to develop an understanding of designing and to produce models of designing that can be used to aid designing. The papers in this volume are from the Sixth International Conference on Artificial Intelligence in Design (AID'00) held in June 2000, in Worcester, Massachusetts, USA. They represent the state of the art and the cutting edge of research and development in this field, and demonstrate both the depth and breadth of the artificial intelligence paradigm in design. They point the way for the development of advanced computer-based tools to aid designers, and describe advances in both theory and application. This volume will be of particular interest to researchers, developers, and users of advanced computer systems in design.

Artificial Intelligence in Design '00

Author : Asko Riitahuhta
Publisher : Unknown
Page : 732 pages
File Size : 55,7 Mb
Release : 2000-05-31
Category : Electronic
ISBN : 940114155X

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Artificial Intelligence in Design '00 by Asko Riitahuhta Pdf

Designing is one of the foundations for change in our society. It is a fundamental precursor to manufacturing, fabrication and construction. Design research aims to develop an understanding of designing and to produce models of designing that can be used to aid designing. The papers in this volume are from the Sixth International Conference on Artificial Intelligence in Design (AID'00) held in June 2000, in Worcester, Massachusetts, USA. They represent the state of the art and the cutting edge of research and development in this field, and demonstrate both the depth and breadth of the artificial intelligence paradigm in design. They point the way for the development of advanced computer-based tools to aid designers, and describe advances in both theory and application. This volume will be of particular interest to researchers, developers, and users of advanced computer systems in design.

Artificial Intelligence in Design ’02

Author : Asko Riitahuhta
Publisher : Springer Science & Business Media
Page : 630 pages
File Size : 51,5 Mb
Release : 2013-04-17
Category : Computers
ISBN : 9789401707954

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Artificial Intelligence in Design ’02 by Asko Riitahuhta Pdf

One of the foundations for change in our society comes from designing. Its genesis is the notion that the world around us either is unsuited to our needs or can be improved. The need for designing is driven by a society's view that it can improve or add value to human existence well beyond simple subsistence. As a consequence of designing the world which we inhabit is increasingly a designed rather than a naturally occurring one. In that sense it is an "artificial" world. Designing is a fundamental precursor to manufacturing, fabrication, construction or implementation. Design research aims to develop an understanding of designing and to produce models of designing that can be used to aid designing. Artificial intelligence has provided an environmental paradigm within which design research based on computational constructions, can be carried out. Design research can be carried out in variety of ways. It can be viewed as largely an empirical endeavour in which experiments are designed and executed in order to test some hypothesis about some design phenomenon or design behaviour. This is the approach adopted in cognitive science. It often manifests itself through the use of protocol studies of designers. The results of such research form the basis of a computational model. A second view is that design research can be carried out by positing axioms and then deriving consequences from them.

Artificial Intelligence in Design ’94

Author : John S. Gero,Fay Sudweeks
Publisher : Springer Science & Business Media
Page : 761 pages
File Size : 44,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401109284

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Artificial Intelligence in Design ’94 by John S. Gero,Fay Sudweeks Pdf

Design is an important research topic in engineering and architecture, since design is not only a means of change but also one of the keystones of economic competitiveness and the fundamental precursor to manufacturing. However, our understanding of design as a process and our ability to model it are still very limited. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for much of current design research -- both computational and cognitive. Notwithstanding their immaturity noticeable advances have been made both in extending our understanding of design and in developing tools based on that understanding. The papers in this volume are from the Third International Conference on Artificial Intelligence in Design held in August 1994 in Lausanne, Switzerland. They represent the cutting edge of research and development in this field. They are of particular interest to researchers, developers and users of computer systems in design. This volume demonstrates both the breadth and depth of artificial intelligence in design and points the way forward for our understanding of design as a process and for the development of computer-based tools to aid designers.

Artificial Intelligence in Design ’96

Author : John S. Gero,Fay Sudweeks
Publisher : Springer Science & Business Media
Page : 765 pages
File Size : 45,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789400902794

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Artificial Intelligence in Design ’96 by John S. Gero,Fay Sudweeks Pdf

Change is one of the most significant parameters in our society. Designers are amongst the primary change agents for any society. As a consequence design is an important research topic in engineering and architecture and related disciplines, since design is not only a means of change but is also one of the keystones to economic competitiveness and the fundamental precursor to manufacturing. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for much of current design research -both computational and cognitive. These forms of design research have only been carried out in the last decade or so and in the temporal sense they are still immature. Notwithstanding this immaturity, noticeable advances have been made both in extending our understanding of design and in developing tools based on that understanding. Whilst many researchers in the field of artificial intelligence in design utilise ideas about how humans design as one source of concepts there is normally no attempt to model human designers. Rather the results of the research presented in this volume demonstrate approaches to increasing our understanding of design as a process.

AI for Designers

Author : Md Haseen Akhtar,Janakarajan Ramkumar
Publisher : Springer Nature
Page : 131 pages
File Size : 55,9 Mb
Release : 2024-01-21
Category : Technology & Engineering
ISBN : 9789819968978

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AI for Designers by Md Haseen Akhtar,Janakarajan Ramkumar Pdf

This book presents select research writings from researchers and professionals around the globe on the application, potential, and limitations of AI in different domains. The topics covered include AI in product design, AI in architecture design, AI in textile design, AI in interaction design, and AI for society in general. The book also discusses various cross-applications of AI in other industrial sectors like urban planning and design, AI for inclusive future, etc. The book is a valuable reference for designers in multidisciplinary areas. This book is of interest for anyone who is a beginner, researcher, and professional interested in artificial intelligence and allied fields.

Artificial Intelligence in Design ’92

Author : John S. Gero
Publisher : Springer Science & Business Media
Page : 906 pages
File Size : 42,5 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9789401127875

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Artificial Intelligence in Design ’92 by John S. Gero Pdf

Design has now become an important research topic in engineering and architecture. Design is one of the keystones to economic competitiveness and the fundamental precursor to manufacturing. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for current design research. This volume contains contributions from the Second International Conference on Artificial Intelligence in Design held in June 1992 in Pittsburgh. They represent the state-of-the-art and the cutting edge of research and development in this field. They are of particular interest to researchers, developers and users of computer systems in design. This volume demonstrates both the breadth and depth of artificial intelligence in design and points the way forward for our understanding of design as a process and for the development of computer-based tools to aiddesigners.

AI by Design

Author : Catriona Campbell
Publisher : CRC Press
Page : 164 pages
File Size : 44,7 Mb
Release : 2022-03-13
Category : Computers
ISBN : 9781000554922

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AI by Design by Catriona Campbell Pdf

This book introduces the reader to Artificial Intelligence and its importance to our future. Campbell uses behavioural psychology, explores technology, economics, real-life and historical examples to predict five future scenarios with AI. Illustrating through speculative fiction, she describes possible futures after AI exceeds human capabilities. We are at a tipping point in history and must plan to ensure a successful co-existence with artificial intelligence. This book explains how to design for a future with AI so that, rather than herald our downfall, it helps us achieve a new renaissance.

Machine Learning Design Patterns

Author : Valliappa Lakshmanan,Sara Robinson,Michael Munn
Publisher : O'Reilly Media
Page : 408 pages
File Size : 54,9 Mb
Release : 2020-10-15
Category : Computers
ISBN : 9781098115753

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Machine Learning Design Patterns by Valliappa Lakshmanan,Sara Robinson,Michael Munn Pdf

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly

Artificial Intelligence in Design ’98

Author : John S. Gero,Fay Sudweeks
Publisher : Springer Science & Business Media
Page : 664 pages
File Size : 47,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401151214

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Artificial Intelligence in Design ’98 by John S. Gero,Fay Sudweeks Pdf

The development of computational models of design founded on the artificial intelligenceparadigm has provided an impetus for muchofcurrentdesign research. As artificial intelligence has matured and developed new approaches so the impact ofthese new approaches on design research has been felt. This can be seen in the wayconcepts from cognitive science has found theirway into artificial intelligence and hence into design research. And, also in the way in which agent-based systems arebeingincorporated into design systems. In design research there is an increasing blurring between notions drawn from artificial intelligence and those drawn from cognitive science. Whereas a number of years ago the focus was largely on applying artificial intelligence to designing as an activity, thus treating designing as a form ofproblem solving, today we are seeing a much wider variety ofconceptions of the role of artificial intelligence in helping to model and comprehend designing as a process. Thus, we see papers in this volume which have as their focus the development or implementationofframeworks for artificial intelligence in design - attempting to determine a unique locus for these ideas. We see papers which attempt to find foundations for the development of tools based on the artificial intelligence paradigm; often the foundations come from cognitive studiesofhuman designers.

Artificial Intelligence in Urban Planning and Design

Author : Imdat As,Prithwish Basu,Pratap Talwar
Publisher : Elsevier
Page : 402 pages
File Size : 52,6 Mb
Release : 2022-05-18
Category : Political Science
ISBN : 9780128239414

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Artificial Intelligence in Urban Planning and Design by Imdat As,Prithwish Basu,Pratap Talwar Pdf

Artificial Intelligence in Urban Planning and Design: Technologies, Implementation, and Impacts is the most comprehensive resource available on the state of Artificial Intelligence (AI) as it relates to smart city planning and urban design. The book explains nascent applications of AI technologies in urban design and city planning, providing a thorough overview of AI-based solutions. It offers a framework for discussion of theoretical foundations of AI, AI applications in the urban design, AI-based research and information systems, and AI-based generative design systems. The concept of AI generates unprecedented city planning solutions without defined rules in advance, a development raising important questions issues for urban design and city planning. This book articulates current theoretical and practical methods, offering critical views on tools and techniques and suggests future directions for the meaningful use of AI technology. Includes a cutting-edge catalogue of AI tools applied to smart city design and planning Provides case studies from around the globe at various scales Includes diagrams and graphics for course instruction

Artificial Intelligence in Design

Author : D.T. Pham
Publisher : Springer Science & Business Media
Page : 499 pages
File Size : 46,5 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9783642743542

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Artificial Intelligence in Design by D.T. Pham Pdf

Computers have been employed for some time in engineering design mainly as numerical or graphical tools to assist analysis and draughting. The advent of the technology of artificial intelligence and expert systems has enabled computers to be applied to less deterministic design tasks which require symbolic manipulation and reasoning, instead of only routine number processing. This book presents recent examples of such applications, focusing on mechanical and manufacturing design. The term 'design' is interpreted here in its wider sense to include creative activities such as planning. The book covers a wide spectrum of design operations ranging from component and product design through to process, tooling and systems design. Its aim is to expose researchers, engineers and engineering designers to several developments in the emerging field of intelligent CAD and to alert them of the possibilites and opportunities in this exciting field.

Artificial Intelligence in Design '91

Author : J. S. Gero
Publisher : Butterworth-Heinemann
Page : 953 pages
File Size : 40,8 Mb
Release : 2014-05-23
Category : Architecture
ISBN : 9781483164809

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Artificial Intelligence in Design '91 by J. S. Gero Pdf

Artificial Intelligence in Design '91 is a collection of 47 papers from the First International Conference on Artificial Intelligence in Design held at Edinburgh in June 1991. The papers in this book are grouped into 13 headings, starting with a background of AI design systems and to which extent AI that results from being used as planning tool be applied to quality-oriented design processes in architecture. A constraint-driven approach to object-oriented design is also shown on real-world objects. The use of CADSYN in the structural design of buildings is examined, along with design-dependent knowledge and design-independent knowledge. Discussions on empowering designers with integrated design environments are given whereby design objects may be retrieved from catalogues without requiring users to form queries. Mention is given to automated adjustment of parameter values frequently used in computer routine applications. The book also introduces the Computer Aided Design (CAD) as applied to architecture. Design representation using data models, non-monotonic reasoning in design, and the cognitive aspects of design using empirical studies are discussed. Topics of the industrial applications of AI in design, such as the needed steps to develop a successful AI-based tool, and a review of the Castlemain Project and telecommunication distribution networks follow. This book is suitable for programmers, computer science students, and architects and engineers who use computers in their line of work.

Artificial Intelligence in Engineering Design

Author : Bozzano G Luisa
Publisher : Academic Press
Page : 491 pages
File Size : 41,5 Mb
Release : 2012-12-02
Category : Computers
ISBN : 9780323139953

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Artificial Intelligence in Engineering Design by Bozzano G Luisa Pdf

Artificial Intelligence in Engineering Design is a three-volume edited collection of key papers from the field of AI and design, aimed at providing a state-of-the art description of the field, and focusing on how ideas and methods from artificial intelligence can help engineers in the design of physical artifacts and processes. The books survey a wide variety of applications in the areas of civil, chemical, electrical, computer, VLSI, and mechanical engineering.

PRICAI 2006: Trends in Artificial Intelligence

Author : Quiang Yang,Geoff Webb
Publisher : Springer
Page : 1263 pages
File Size : 47,8 Mb
Release : 2008-02-20
Category : Computers
ISBN : 9783540366683

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PRICAI 2006: Trends in Artificial Intelligence by Quiang Yang,Geoff Webb Pdf

This book constitutes the refereed proceedings of the 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, held in Guilin, China in August 2006. The book presents 81 revised full papers and 87 revised short papers together with 3 keynote talks. The papers are organized in topical sections on intelligent agents, automated reasoning, machine learning and data mining, natural language processing and speech recognition, computer vision, perception and animation, and more.