Overlap-free multi-material topology optimization for minimum compliance in two and three dimensions by level-set-based negative-mapping interpolation

Grey elements and material overlaps at the interfaces limit density-based multi-material topology optimization. This article extends the level-set-based negative-mapping interpolation to the multi-material proportional topology optimization of macro-scale structures in two and three dimensions. An alternating active-phase algorithm decomposes M-phase problems into two-phase subproblems described by level-set functions, an evolutionary strategy removes the need for sensitivity analysis, and the negative-mapping interpolation eliminates the overlaps of the phases in the interface elements. Cantilever and half-Messerschmitt–Bölkow–Blohm (MBB) beams in two dimensions and a cantilever beam in three dimensions, with three and four material phases, give smooth boundaries, no grey elements and overlap-free designs. The compliance lies below the solid isotropic material with penalization (SIMP) value in four of the eight two-dimensional cases, and 0.3%, 0.4%, 4.8% and 12.7% above it in the other four. The influences of the material properties, interface treatment and algorithmic parameters are also examined.

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Publication Details

Journal
Engineering Optimization
Published
2026-10-26
DOI
https://doi.org/10.1080/0305215x.2026.2746638
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
0.00

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article

Overlap-free multi-material topology optimization for minimum compliance in two and three dimensions by level-set-based negative-mapping interpolation

Run Du, Xuanliang Wang, Wei Xiang, Wenming Cheng et al.
1 links
Engineering Optimization
Topology Optimization in Engineering
article

Overlap-free multi-material topology optimization for minimum compliance in two and three dimensions by level-set-based negative-mapping interpolation

Run Du, Xuanliang Wang, Wei Xiang, Wenming Cheng, Qianglin Ran, Dong Wang
article en

Abstract

Grey elements and material overlaps at the interfaces limit density-based multi-material topology optimization. This article extends the level-set-based negative-mapping interpolation to the multi-material proportional topology optimization of macro-scale structures in two and three dimensions. An alternating active-phase algorithm decomposes M-phase problems into two-phase subproblems described by level-set functions, an evolutionary strategy removes the need for sensitivity analysis, and the negative-mapping interpolation eliminates the overlaps of the phases in the interface elements. Cantilever and half-Messerschmitt–Bölkow–Blohm (MBB) beams in two dimensions and a cantilever beam in three dimensions, with three and four material phases, give smooth boundaries, no grey elements and overlap-free designs. The compliance lies below the solid isotropic material with penalization (SIMP) value in four of the eight two-dimensional cases, and 0.3%, 0.4%, 4.8% and 12.7% above it in the other four. The influences of the material properties, interface treatment and algorithmic parameters are also examined.

Engineering Optimization
University of Leeds (GB), Southwest Jiaotong University (CN)
National Natural Science Foundation of China, Southwest Jiaotong University, Sichuan Province Science and Technology Support Program
Openalex Percentile: Top 45%
Topology Optimization in Engineering
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Overlap-free multi-material topology optimization for minimum compliance in two and three dimensions by level-set-based negative-mapping interpolation — Run Du, Xuanliang Wang, et al. · Engineering Optimization (2026) | TGRS Research Map | TGRS