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Metodologi Permukaan Gerak Balas dengan Pengoptimuman Fungsi Keinginan×Pengoptimuman Topologi (SIMP)×
BidangKejuruteraan KebolehpercayaanKejuruteraan Kebolehpercayaan
KeluargaProcess / pipelineProcess / pipeline
Tahun asal19511988
PengasasGeorge Box and Kenneth WilsonMartin Bendsoe and Noboru Kikuchi
JenisOptimization methodologyGenerative design algorithm
Sumber perintisBox, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, 13(1), 1-45. DOI ↗Bendsoe, M. P., & Kikuchi, N. (1988). Generating optimal topologies in structural design using a homogenization method. Computer Methods in Applied Mechanics and Engineering, 71(2), 197-224. link ↗
AliasRSM, Desirability function, Multi-response optimizationSIMP, Topology design, Generative design, Density-based optimization
Berkaitan44
RingkasanResponse Surface Methodology (RSM) is a set of statistical and mathematical techniques for modeling and optimizing processes with multiple inputs (factors) and outputs (responses). The Desirability Function approach, introduced by Harrington (1965) and refined by Derringer and Suich (1980), extends RSM to solve multi-response optimization problems by combining competing objectives into a single index. This methodology is essential in product and process development where engineers must balance performance, cost, and reliability.Topology Optimization is a computational method for distributing material optimally within a design space to maximize structural performance (strength, stiffness) while minimizing weight or cost. The Solid Isotropic Material with Penalization (SIMP) method, developed by Bendsoe and Kikuchi (1988), iteratively refines a material density distribution across the design domain using sensitivity analysis and gradient-based optimization. SIMP has revolutionized structural design in aerospace, automotive, and mechanical engineering by automating the generation of efficient structures.
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ScholarGateBandingkan kaedah: Response Surface Desirability Function · Topology Optimization. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare