The PSO algorithm is a new evolutionary computation method which is applicable to complex optimization problems that are nonlinear, nondifferentiable and multimodal.
微粒群算法是一种新兴的算法,它能有效地解决非线性、不可微、多峰的复杂优化问题。
单词 | Evolutionary computation |
释义 |
Evolutionary computation
英语例句库
The PSO algorithm is a new evolutionary computation method which is applicable to complex optimization problems that are nonlinear, nondifferentiable and multimodal. 微粒群算法是一种新兴的算法,它能有效地解决非线性、不可微、多峰的复杂优化问题。
中文百科
进化计算进化计算是遗传算法、进化策略、进化规划的统称。进化计算起源于20世纪50年代末,成熟于20世纪80年代,目前主要被应用于工程控制、机器学习、函数优化等领域。
英语百科
Evolutionary computation 进化计算In computer science, evolutionary computation is a subfield of artificial intelligence (more particularly computational intelligence) that can be defined by the type of algorithms it is concerned with. These algorithms, called evolutionary algorithms, are based on adopting Darwinian principles, hence the name. Technically they belong to the family of trial and error problem solvers and can be considered global optimization methods with a metaheuristic or stochastic optimization character, distinguished by the use of a population of candidate solutions (rather than just iterating over one point in the search space). They are mostly applied for black box problems (no derivatives known), often in the context of expensive optimization. |
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