Evolutionary Computation

期刊简介：Evolutionary Computation is a leading journal in its field. It provides an international forum for facilitating and enhancing the exchange of information among researchers involved in both the theoretical and practical aspects of computational systems drawing their inspiration from nature, with particular emphasis on evolutionary models of computation such as genetic algorithms, evolutionary strategies, classifier systems, evolutionary programming, and genetic programming. It welcomes articles from related fields such as swarm intelligence (e.g. Ant Colony Optimization and Particle Swarm Optimization), and other nature-inspired computation paradigms (e.g. Artificial Immune Systems). As well as publishing articles describing theoretical and/or experimental work, the journal also welcomes application-focused papers describing breakthrough results in an application domain or methodological papers where the specificities of the real-world problem led to significant algorithmic improvements that could possibly be generalized to other areas.

【译文】进化计算是该领域的领先期刊。它为来自自然界的计算系统理论方面和实践方面的研究人员提供了一个国际论坛，以促进和增强他们之间的信息交流，特别强调计算进化模型，如遗传算法、进化策略、分类系统、进化编程和遗传编程。它欢迎来自相关领域的文章，如群体智能（例如蚁群优化和粒子群优化），以及其他受自然界启发的计算范式（例如人工免疫系统）。此外，该期刊还欢迎描述理论或实验工作的文章，以及专注于应用领域的突破性成果或方法论论文，其中现实世界问题的具体性导致了显著的算法改进，这些改进可能被推广到其他领域。