雅典娜:支持计算智能系统开发的可视化工具

Pedro Almir Oliveira, Matheus Souza, Ronyérison Braga, Ricardo Britto, R. Rabêlo, P. Neto
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引用次数: 4

摘要

计算智能(CI)包含旨在解决复杂现实世界问题的技术,在这些问题中,传统方法是无效或不可行的。其中一些技术被用来解决几个复杂的问题,比如团队分配,在软件产品线中构建产品组合,以及测试用例选择/优先级排序。然而,尽管这些应用程序很有用,但基于CI技术的解决方案的开发并不是一项微不足道的活动,因为它涉及到针对特定上下文和问题的算法的实现/调整。这项工作介绍了Athena,一个可视化工具,旨在提供一种简单的方法来开发基于ci的软件系统。为了做到这一点,我们提出了一种拖放方法,我们称之为CI即服务(CIaaS)。根据一项初步研究,我们可以说雅典娜可以帮助研究人员在计算智能方法的开发过程中节省时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Athena: A Visual Tool to Support the Development of Computational Intelligence Systems
Computational Intelligence (CI) embraces techniques designed to address complex real-world problems in which traditional approaches are ineffective or infeasible. Some of these techniques are being used to solve several complex problems, such as the team allocation, building products portfolios in a software product line and test case selection/prioritization. However, despite the usefulness of these applications, the development of solutions based in CI techniques is not a trivial activity, since it involves the implementation/adaptation of algorithms to specific context and problems. This work presents Athena, a visual tool developed aiming at offering a simple approach to develop CI-based software systems. In order to do this, we proposed a drag-and-drop approach, which we called CI as a Service (CIaaS). Based on a preliminary study, we can state that Athena can help researchers to save time during the development of computational intelligence approaches.
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