Artificial Intelligence In Performance Driven Design

Download Artificial Intelligence In Performance Driven Design full books in PDF, epub, and Kindle. Read online Artificial Intelligence In Performance Driven Design ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Artificial Intelligence in Performance-Driven Design

Author : Narjes Abbasabadi
Publisher : John Wiley & Sons
ISBN 13 : 1394172060
Total Pages : 308 pages
Book Rating : 4.3/5 (941 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Performance-Driven Design by : Narjes Abbasabadi

Download or read book Artificial Intelligence in Performance-Driven Design written by Narjes Abbasabadi and published by John Wiley & Sons. This book was released on 2024-05-29 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE IN PERFORMANCE-DRIVEN DESIGN A definitive, interdisciplinary reference to using artificial intelligence technology and data-driven methodologies for sustainable design Artificial Intelligence in Performance-Driven Design: Theories, Methods, and Tools explores the application of artificial intelligence (AI), specifically machine learning (ML), for performance modeling within the built environment. This work develops the theoretical foundations and methodological frameworks for utilizing AI/ML, with an emphasis on multi-scale modeling encompassing energy flows, environmental quality, and human systems. The book examines relevant practices, case studies, and computational tools that harness AI’s capabilities in modeling frameworks, enhancing the efficiency, accuracy, and integration of physics-based simulation, optimization, and automation processes. Furthermore, it highlights the integration of intelligent systems and digital twins throughout the lifecycle of the built environment, to enhance our understanding and management of these complex environments. This book also: Incorporates emerging technologies into practical ideas to improve performance analysis and sustainable design Presents data-driven methodologies and technologies that integrate into modeling and design platforms Shares valuable insights and tools for developing decarbonization pathways in urban buildings Includes contributions from expert researchers and educators across a range of related fields Artificial Intelligence in Performance-Driven Design is ideal for architects, engineers, planners, and researchers involved in sustainable design and the built environment. It’s also of interest to students of architecture, building science and technology, urban design and planning, environmental engineering, and computer science and engineering.

Artificial Intelligence in Design '91

Author : J. S. Gero
Publisher : Butterworth-Heinemann
ISBN 13 : 1483164802
Total Pages : 952 pages
Book Rating : 4.4/5 (831 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Design '91 by : J. S. Gero

Download or read book Artificial Intelligence in Design '91 written by J. S. Gero and published by Butterworth-Heinemann. This book was released on 2014-05-23 with total page 952 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Using Traditional Design Methods to Enhance AI-Driven Decision Making

Author : Nguyen, Tien V. T.
Publisher : IGI Global
ISBN 13 :
Total Pages : 528 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!

Book Synopsis Using Traditional Design Methods to Enhance AI-Driven Decision Making by : Nguyen, Tien V. T.

Download or read book Using Traditional Design Methods to Enhance AI-Driven Decision Making written by Nguyen, Tien V. T. and published by IGI Global. This book was released on 2024-01-10 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving landscape of industrial activities, artificial intelligence (AI) has emerged as a powerful force driving transformative change. Among its many applications, AI has proven to be instrumental in reducing processing costs associated with optimization challenges. The intersection of AI with optimization and multi-criteria decision making (MCDM) techniques has led to practical solutions in diverse fields such as manufacturing, transportation, finance, economics, and artificial intelligence. Using Traditional Design Methods to Enhance AI-Driven Decision Making delves into a wide array of topics related to optimization, decision-making, and their applications. Drawing on foundational contributions, system developments, and innovative techniques, the book explores the synergy between traditional design methods and AI-driven decision-making approaches. The book is ideal for higher education faculty and administrators, students of higher education, librarians, researchers, graduate students, and academicians. Contributors are invited to explore a wide range of topics, including the role of AI-driven decision-making in leadership, trends in AI-driven decision-making in Industry 5.0, applications in various industries such as manufacturing, transportation, healthcare, and banking services, as well as AI-driven optimization in mechanical engineering and materials.

Architecture and Design for Industry 4.0

Author : Maurizio Barberio
Publisher : Springer Nature
ISBN 13 : 303136922X
Total Pages : 961 pages
Book Rating : 4.0/5 (313 download)

DOWNLOAD NOW!

Book Synopsis Architecture and Design for Industry 4.0 by : Maurizio Barberio

Download or read book Architecture and Design for Industry 4.0 written by Maurizio Barberio and published by Springer Nature. This book was released on 2023-10-06 with total page 961 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects contributions of forefront research and practices related to the use of the enabling technologies of Industry 4.0 in the architecture and design fields and their impact on the UN's Sustainable Developments goals. The book is structured into three sections (research, practice, and technologies), with the goal of creating a new framework useful for widespread awareness necessary to initiate technology transfer processes for the benefit of the public sector, universities, research centers, and innovative companies, and a new professional figure capable of controlling the entire process is essential. Thus, the book chapters arouse a series of relevant topics such as computational and parametric design, performance-based architecture, data-driven design strategies, parametric environmental design and analysis, computational and parametric structural design and analysis, AI and machine learning, BIM and interoperability, VR and AR, digital and robotic fabrication, additive manufacturing and 3D printing, R&D and entrepreneurship, circular architecture, and didactics. In the post-digital era, where the essence of design lies in the control and information of the process that holistically involves all the aspects mentioned above, rather than in formal research, it is necessary to understand technologies and analyze the advantages that they can bring in terms of environmental sustainability and product innovation.

Architecture in the Age of Artificial Intelligence

Author : Neil Leach
Publisher : Bloomsbury Publishing
ISBN 13 : 1350165530
Total Pages : 272 pages
Book Rating : 4.3/5 (51 download)

DOWNLOAD NOW!

Book Synopsis Architecture in the Age of Artificial Intelligence by : Neil Leach

Download or read book Architecture in the Age of Artificial Intelligence written by Neil Leach and published by Bloomsbury Publishing. This book was released on 2021-11-18 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is everywhere – from the apps on our phones to the algorithms of search engines. Without us noticing, the AI revolution has arrived. But what does this mean for the world of design? The first volume in a two-book series, Architecture in the Age of Artificial Intelligence introduces AI for designers and considers its positive potential for the future of architecture and design. Explaining what AI is and how it works, the book examines how different manifestations of AI will impact the discipline and profession of architecture. Highlighting current case-studies as well as near-future applications, it shows how AI is already being used as a powerful design tool, and how AI-driven information systems will soon transform the design of buildings and cities. Far-sighted, provocative and challenging, yet rooted in careful research and cautious speculation, this book, written by architect and theorist Neil Leach, is a must-read for all architects and designers – including students of architecture and all design professionals interested in keeping their practice at the cutting edge of technology.

Data-Driven Engineering Design

Author : Ang Liu
Publisher : Springer Nature
ISBN 13 : 3030881814
Total Pages : 203 pages
Book Rating : 4.0/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Data-Driven Engineering Design by : Ang Liu

Download or read book Data-Driven Engineering Design written by Ang Liu and published by Springer Nature. This book was released on 2021-10-09 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the emerging paradigm of data-driven engineering design. In the big-data era, data is becoming a strategic asset for global manufacturers. This book shows how the power of data can be leveraged to drive the engineering design process, in particular, the early-stage design. Based on novel combinations of standing design methodology and the emerging data science, the book presents a collection of theoretically sound and practically viable design frameworks, which are intended to address a variety of critical design activities including conceptual design, complexity management, smart customization, smart product design, product service integration, and so forth. In addition, it includes a number of detailed case studies to showcase the application of data-driven engineering design. The book concludes with a set of promising research questions that warrant further investigation. Given its scope, the book will appeal to a broad readership, including postgraduate students, researchers, lecturers, and practitioners in the field of engineering design.

Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries

Author : Michela Turrin
Publisher : Springer Nature
ISBN 13 : 3031371895
Total Pages : 675 pages
Book Rating : 4.0/5 (313 download)

DOWNLOAD NOW!

Book Synopsis Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries by : Michela Turrin

Download or read book Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries written by Michela Turrin and published by Springer Nature. This book was released on 2023-07-04 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes the refereed Selected Papers of the 20th International Conference on Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries, CAAD Futures 2023, held in Delft, The Netherlands, in July 5–7, 2023. The 43 full papers included in this book were carefully reviewed and selected from 144 submissions. They were organized in topical sections as follows: algorithmic architectural design; AI-powered architectural ideation; performance-based design, urban models and analysis; urban design; digital design, materials and fabrication; spatial information, data and semantics; building data analysis, visualisation, interaction; and building massing and layouts.

Artificial Intelligence in Design ’94

Author : John S. Gero
Publisher : Springer Science & Business Media
ISBN 13 : 9401109281
Total Pages : 761 pages
Book Rating : 4.4/5 (11 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Design ’94 by : John S. Gero

Download or read book Artificial Intelligence in Design ’94 written by John S. Gero and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 761 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 ’92

Author : John S. Gero
Publisher : Springer Science & Business Media
ISBN 13 : 9401127875
Total Pages : 906 pages
Book Rating : 4.4/5 (11 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Design ’92 by : John S. Gero

Download or read book Artificial Intelligence in Design ’92 written by John S. Gero and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Knowledge-based Design Systems

Author : Richard Coyne
Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.3/5 (91 download)

DOWNLOAD NOW!

Book Synopsis Knowledge-based Design Systems by : Richard Coyne

Download or read book Knowledge-based Design Systems written by Richard Coyne and published by Addison Wesley Publishing Company. This book was released on 1990 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt:

AI for Computer Architecture

Author : Lizhong Chen
Publisher : Springer Nature
ISBN 13 : 3031017706
Total Pages : 124 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis AI for Computer Architecture by : Lizhong Chen

Download or read book AI for Computer Architecture written by Lizhong Chen and published by Springer Nature. This book was released on 2022-05-31 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. Taken together, these strategies and techniques present a promising future for increasingly automated computer architecture designs.

Automation Based Creative Design - Research and Perspectives

Author : A. Tzonis
Publisher : Newnes
ISBN 13 : 0080934528
Total Pages : 480 pages
Book Rating : 4.0/5 (89 download)

DOWNLOAD NOW!

Book Synopsis Automation Based Creative Design - Research and Perspectives by : A. Tzonis

Download or read book Automation Based Creative Design - Research and Perspectives written by A. Tzonis and published by Newnes. This book was released on 2012-12-02 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer technology has revolutionized many aspects of building design, such as drafting, management, construction - even building with robots. This revolution has expanded into the field of design creativity. Presented in this book is an up-to-date, comprehensive picture of research advances in the fast-growing field of informatics applied to conceptual stages in the generation of artifacts - in particular, buildings. It addresses the question how far and in what ways creative design can be intelligently automated. Among the topics covered are: the use of precedents; the relations between case-based, rule-based, and principle-based architectural design reasoning; product typology; artifact thesauruses; the inputting and retrieval of architectural knowledge; the visual representation and understanding of existing or projected built forms; empirical and analytical models of the design process and the design product; desktop design toolkits; grammars of shape and of function; multiple-perspective building data structures; design as a multi-agent collaborative process; the integration of heterogeneous engineering information; and foundations for a systematic approach to the development of knowledge-based design systems. The papers provide a link between basic and practical issues: - fundamental questions in the theory of artifact design, artifical intelligence, and the cognitive science of imagination and reasoning; - problems in the computerization of building data and design facilities; - the practical tasks of building conception, construction and evaluation. The automation of creative design is itself considered as an engineering design problem. The implications of current and future work for architectural education and research in architectural history, as well as for computer-integrated construction and the management of engineering projects are considered.

Intelligent Computing in Engineering and Architecture

Author : Ian F.C. Smith
Publisher : Springer Science & Business Media
ISBN 13 : 3540462465
Total Pages : 703 pages
Book Rating : 4.5/5 (44 download)

DOWNLOAD NOW!

Book Synopsis Intelligent Computing in Engineering and Architecture by : Ian F.C. Smith

Download or read book Intelligent Computing in Engineering and Architecture written by Ian F.C. Smith and published by Springer Science & Business Media. This book was released on 2006-10-02 with total page 703 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 13th Workshop of the European Group for Intelligent Computing in Engineering and Architecture, EG-ICE 2006, held in Ascona, Switzerland in June 2006. The 59 revised full papers were carefully reviewed and selected from numerous submissions for inclusion in the book. All issues of advanced informatics are covered including a range of techniques.

Artificial Intelligence in Engineering Design

Author : Gerard Meurant
Publisher : Academic Press
ISBN 13 : 0323139965
Total Pages : 524 pages
Book Rating : 4.3/5 (231 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Engineering Design by : Gerard Meurant

Download or read book Artificial Intelligence in Engineering Design written by Gerard Meurant and published by Academic Press. This book was released on 2012-12-02 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Engineering Design, Volume II: Models of Innovative Design, Reasoning About Physical Systems, and Reasoning About Geometry focuses on the processes, programs, techniques, and technologies involved in the employment of artificial intelligence in engineering design. The selection first takes a look at the automated reuse of design plans in BOGART and ARGO, an analogical reasoning system for solving design problems. Topics include analogy mechanisms in ARGO, analogical reasoning and learning, ARGO development environment, using VEXED to construct a design plan, and how BOGART reuses a design plan. The text then ponders on retrieval strategies in a case-based design system and case-based design, including the functions-to-structure design task in the domain of physical devices, design retrieval, proposition, and modification, and the multi-layered case representation. The publication examines mechanism comparison and classification for design; a case-based approach to the design of mechanical linkages; and studies of heuristic knowledge-based approaches for automated configuration generation and innovation. Topics include applications of stress field estimation to geometric optimization, simplification and abstraction operators, mechanism comparison and classification, linkage synthesis, analytic synthesis techniques, and system architecture. The selection is a valuable reference for readers interested in the use of artificial intelligence in engineering design.

Artificial Intelligence in Architecture

Author : Matias del Campo
Publisher : Wiley
ISBN 13 : 9781394191215
Total Pages : 0 pages
Book Rating : 4.1/5 (912 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Architecture by : Matias del Campo

Download or read book Artificial Intelligence in Architecture written by Matias del Campo and published by Wiley. This book was released on 2024-06-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) applications in architectural design have achieved a critical mass and exploded into the mainstream of architectural imaginations. From aspects of practical applications in design and constructionto the implications for architecture theory to a plethora of novel tools for accelerated morphological studies, what has become clear is that the discipline is passing a threshold that fundamentally changes architecture as a whole. However, the most radical change is the interrogation and novel discussion of aspects of authorship and agency in design ecologies driven by synthetic imaginations. What does it mean for authorship when more than 50 per cent of the content is generated by a nonhuman player? The issue of authorship seems more pressing than ever. In a world that is being transformed by AI on a daily basis, what is the role of the sole genius, and designers, artists and architects? This AD dives deep into current discussions about the human position in architectural design, which is increasingly entangled in an AI-driven design context. Contributors: Cesare Battelli, Phillip Bernstein, Mario Carpo, Benjamin Ennemoser and Ingrid Hufnagl, Sarah Fox, Wanyu He, Andrew Kudless, Ryan Vincent Manning, Sandra Manninger, Kyle Steinfeld, Andrew Witt, and Michael Young. Featured architects: XKool, SPAN, and Young & Ayata

Artificial Intelligence in Design

Author : D.T. Pham
Publisher : Springer
ISBN 13 :
Total Pages : 528 pages
Book Rating : 4.3/5 (91 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence in Design by : D.T. Pham

Download or read book Artificial Intelligence in Design written by D.T. Pham and published by Springer. This book was released on 1991-04 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Collectives and the Design of Complex Systems

Author : Kagan Tumer
Publisher : Springer Science & Business Media
ISBN 13 : 1441989099
Total Pages : 323 pages
Book Rating : 4.4/5 (419 download)

DOWNLOAD NOW!

Book Synopsis Collectives and the Design of Complex Systems by : Kagan Tumer

Download or read book Collectives and the Design of Complex Systems written by Kagan Tumer and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many complex systems found in nature can be viewed as function optimizers. In particular, they can be viewed as such optimizers of functions in extremely high dimensional spaces. Given the difficulty of performing such high-dimensional op timization with modern computers, there has been a lot of exploration of computa tional algorithms that try to emulate those naturally-occurring function optimizers. Examples include simulated annealing (SA [15,18]), genetic algorithms (GAs) and evolutionary computation [2,3,9,11,20-22,24,28]. The ultimate goal of this work is an algorithm that can, for any provided high-dimensional function, come close to extremizing that function. Particularly desirable would be such an algorithm that works in an adaptive and robust manner, without any explicit knowledge of the form of the function being optimized. In particular, such an algorithm could be used for distributed adaptive control---one of the most important tasks engineers will face in the future, when the systems they design will be massively distributed and horribly messy congeries ofcomputational systems.