Evolving Design For Engineering Structures

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{dubey:2024:CEC,

• author = "Rahul Dubey and Simon Hickinbotham and Edgar Buchanan and Andrew Colligan and Imelda Briel and Mark Price and Andy M. Tyrrell",
• title = "Evolving Design For Engineering Structures",
• booktitle = "2024 IEEE Congress on Evolutionary Computation (CEC)",
• year = "2024",
• editor = "Bing Xue",
• address = "Yokohama, Japan",
• month = "30 " # jun # " - 5 " # jul,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming, Simulation, Evolutionary computation, Safety, Automobiles, Biological cells, Accidents, neural networks, ANN, EvoDevo, GRN, engineering design",
• isbn13 = "979-8-3503-0837-2",
• DOI = "doi:10.1109/CEC60901.2024.10611851",
• abstract = "In recent years, the evolutionary developmental (Evo- Devo) concept has gained traction in the field of engineering design. This paper presents a new biologically inspired approach rooted in Evo- Devo principles to iteratively develop car chassis designs based on a specified design brief. The proposed method draws inspiration from biological cell growth and differentiation behaviours to generate intricate engineering designs. Employing evolutionary algorithms, the paper aims to evolve gene regulatory networks that govern the growth of a minimal viable design. The primary goal is to achieve an optimal design capable of withstanding sudden crash impacts within safety limits. Comprehensive simulation results demonstrate that the proposed approach, using genetic algorithms, evolves gene regulatory networks that generate a spectrum of viable designs. Furthermore, the best-evolved solution exhibits generalizability and adaptability across different simulation parameters.",
• notes = "also known as \cite{10611851}

  WCCI 2024",

}

Genetic Programming entries for Rahul Dubey Simon John Hickinbotham Edgar Buchanan Andrew Colligan Imelda Briel Mark Price Andrew M Tyrrell

Citations