Concepedia

An efficient LightGBM-based differential evolution method for nonlinear inelastic truss optimization

Viet-Hung Truong, Sawekchai Tangaramvong, George Papazafeiropoulos

Expert Systems with Applications · 2023 · 62 citations · 45 references

Concepts

EngineeringComputational EngineeringMathematicsComputational MechanicsDesign OptimizationOptimizationNonlinear Finite Element AnalysisNonlinear Structural AnalysisOptimization In MechanicsOptimization-based DesignStructural OptimizationTruss AnalysisDifferential EvolutionNonlinear OptimizationNonlinear Structural OptimizationOptimal Design Of TrussesOptimization Of Truss Structures

References

45

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

Natural Sciences, Mathematics, Optimization +12

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy · 2002 · 14.9K citations

Computing, Computer Science, Artificial Intelligence +12

Ant system: optimization by a colony of cooperating agents

Marco Dorigo, Vittorio Maniezzo, A. Colorni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1996 · 11.9K citations

Computing, Computer Science, Algorithms +16

Genetic Algorithms in Search

D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations

Computing, Computer Science, Algorithms +11