Challenges and solutions to arc-length controlled structural shape design problems
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Date
Authors
Bouwer, Johann M.
Kok, Schalk
Wilke, Daniel Nicolas
Journal Title
Journal ISSN
Volume Title
Publisher
Taylor and Francis
Abstract
This paper presents a general and reliable shape optimization scheme for snap-through structures to match a target load-deflection curve. The simulation of the snap-through structures typically requires the Arc Length Control (ALC) method. The adaptive stepping in ALC creates unavoidable discontinuities in the objective function. A discontinuous objective function is often handled by zero-order methods. However, we opt to solve the optimization problems using gradient-only optimization. Numerical examples demonstrate that function value based methods can misinterpret discontinuities as minima and terminate prematurely. In contrast, gradient-only algorithms are demonstrated to be insensitive to numerical discontinuities, and locate the correct solutions reliably.
Description
Keywords
Shape sensitivity, Gradient-only, Discontinuities, Optimization, Arc Length Control (ALC)
Sustainable Development Goals
SDG-04: Quality education
SDG-09: Industry, innovation and infrastructure
SDG-11: Sustainable cities and communities
SDG-12: Responsible consumption and production
SDG-09: Industry, innovation and infrastructure
SDG-11: Sustainable cities and communities
SDG-12: Responsible consumption and production
Citation
Johann M. Bouwer, Schalk Kok & Daniel N. Wilke (2023) Challenges and
solutions to arc-length controlled structural shape design problems, Mechanics Based Design of Structures and Machines, 51:7, 4088-4119, DOI: 10.1080/15397734.2021.1950549.
