A C++application programming interface for biased random-key genetic algorithms

OPTIMIZATION METHODS & SOFTWARE(2015)

引用 54|浏览6
暂无评分
摘要
In this paper, we describe brkgaAPI, an efficient and easy-to-use object-oriented application programming interface for the algorithmic framework of biased random-key genetic algorithms. Our cross-platform library automatically handles the large portion of problem-independent modules that are part of the framework, including population management and evolutionary dynamics, leaving to the user the task of implementing a problem-dependent procedure to convert a vector of random keys into a solution to the underlying optimization problem. Our implementation is written in the C++programming language and may benefit from shared-memory parallelism when available.
更多
查看译文
关键词
application programming interface,combinatorial optimization,parallel programming,genetic algorithms,biased random-key genetic algorithms
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要