D3S:部门化决策支持系统

IF 6.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Decision Support Systems Pub Date : 2024-03-24 DOI:10.1016/j.dss.2024.114211
Elif Göksu Öztürk , Pedro Rocha , Ana Maria Rodrigues , José Soeiro Ferreira , Cristina Lopes , Cristina Oliveira , Ana Catarina Nunes
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引用次数: 0

摘要

部门化问题指的是将一个大型集合、区域或网络划分为与一个或多个目标相关的较小部分。决策支持系统(DSS)是解决这些问题、改进优化程序和更有效地找到可行解决方案的相关工具。本文介绍了一种新的基于网络的部门化决策支持系统(D3S)。D3S 设计用于解决不同领域的分区问题,如学校和卫生分区、销售区域和维修作业区规划或政治分区。由于其通用设计,D3S 在分区问题与最先进的决策支持工具之间架起了一座桥梁。本文旨在通过提供有关问题解决方法(基于进化算法)、目标(部门化中最常见的目标)、约束条件、结构和性能的详细信息,介绍 D3S 的通用和技术属性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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D3S: Decision support system for sectorization

Sectorization problems refer to dividing a large set, area or network into smaller parts concerning one or more objectives. A decision support system (DSS) is a relevant tool for solving these problems, improving optimisation procedures, and finding feasible solutions more efficiently. This paper presents a new web-based Decision Support System for Sectorization (D3S). D3S is designed to solve sectorization problems in various areas, such as school and health districting,planning sales territories and maintenance operations zones, or political districting. Due to its generic design, D3S bridges the gap between sectorization problems and a state-of-the-art decision support tool. The paper aims to present the generic and technical attributes of D3S by providing detailed information regarding the problem-solution approach (based on Evolutionary Algorithms), objectives (most common in sectorization), constraints, structure and performance.

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来源期刊
Decision Support Systems
Decision Support Systems 工程技术-计算机:人工智能
CiteScore
14.70
自引率
6.70%
发文量
119
审稿时长
13 months
期刊介绍: The common thread of articles published in Decision Support Systems is their relevance to theoretical and technical issues in the support of enhanced decision making. The areas addressed may include foundations, functionality, interfaces, implementation, impacts, and evaluation of decision support systems (DSSs).
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