Topology Optimization via L-Systems and Genetic Algorithms: Bioinspired Encoding for Generative Design

Author:   Brent R. Bielefeldt (Texas A & M University) ,  Darren J. Hartl (Texas A & M University) ,  Marcelo H. Kobayashi (University of Hawaii, Manoa)
Publisher:   Cambridge University Press
ISBN:  

9781316515792


Pages:   302
Publication Date:   24 April 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Topology Optimization via L-Systems and Genetic Algorithms: Bioinspired Encoding for Generative Design


Overview

Providing a succinct overview of Lindenmayer system (L-system) topology optimization, this book focuses on the methods and theory underlying this novel bioinspired approach. Starting from basic principles, the book outlines how topology optimization can be utilized at the conceptual design stage and shows how it offers straightforward applicability to multi-objective and/or multi-physical industrial problems. Design strategies are clearly demonstrated using a host of case studies and real-world examples, and their potential challenges and solutions are discussed. Written from an optimization and design perspective, the authors both summarize the latest advances in this field and suggest potential avenues of research and development for future work. This will be the ideal resource for engineering practitioners, researchers, and students wanting to gain a new perspective on using topology optimization to improve product design.

Full Product Details

Author:   Brent R. Bielefeldt (Texas A & M University) ,  Darren J. Hartl (Texas A & M University) ,  Marcelo H. Kobayashi (University of Hawaii, Manoa)
Publisher:   Cambridge University Press
Imprint:   Cambridge University Press
ISBN:  

9781316515792


ISBN 10:   1316515796
Pages:   302
Publication Date:   24 April 2025
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Introduction; 2. Review of topology optimization models; 3. Introduction to L-systems and turtle graphics interpretation; 4. Spatial interpretation for the development of reconfigurable structures (SPIDRS); 5. Arrangement L-system interpretation; 6. Multiphysical applications; 7. Supplemental material; Appendix A; Appendix B; Appendix C; Appendix D; Appendix E.

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Author Information

Brent R. Bielefeldt is a research engineer specializing in multidisciplinary design and optimization and adaptive structures. He received a Ph.D. in Aerospace Engineering from Texas A & M University (2020) and is a recipient of the Texas A & M Distinguished Graduate Student Award and a Postdoctoral Fellowship from the National Research Council. Darren J. Hartl is an Associate Professor of Aerospace Engineering at Texas A & M University with a history of multifunctional structures research that includes government laboratory and industry projects. He leads both experimental and theoretical development efforts and was the 2016 winner of the ASME Gary Anderson Early Achievement Award. Marcelo H. Kobayashi is a Professor at the University of Hawaii at Manoa. He received a Ph.D. in Mechanical Engineering and PhD in Mathematics from IST/TU Lisbon. He was runner-up in the 2003 Portuguese Young Investigator Award in Applied and Computational Mechanics and director of the Hawaii Open Supercomputing Center (2010-2012).

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