e/Cooperative optimization

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has glosseng: Cooperative optimization is a global optimization method invented by Chinese mathematician Xiao-Fei Huang, that can solve real-world NP-hard optimization problems (up to millions of variables) with outstanding performances and unprecedented speeds. It knows whether a solution it found is a global optimum and which direction is more promising than others for finding a global optimum. With some very general settings, a cooperative optimization algorithm has a unique equilibrium and converges to it regardless of initial conditions and is insensitive to perturbations. It does not struggle with local minima.
lexicalizationeng: cooperative optimization
instance ofe/Optimization algorithms
Meaning
Chinese
has glosszho: 协同优化算法的原理是将一复杂的目标函数分解成简单的子目标函数,然后再将这些子目标函数进行协同优化。具体说来,协同优化是在优化每一子目标函数同时综合考虑其它子目标函数的结果,使子目标函数之间的优化结果能够一致。优化结果一致是指使每一变量的值在每一子目标函数的优化结果中能够一致。一般来说,可以证明,如果变量的值一致则为最优解。协同优化算法没有局部最优问题同时具有非常良好的收敛特性。 它很好地解决了许多实际中非线性优化及组合优化难题。
lexicalizationzho: 协同优化算法
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