Suppr超能文献

投资项目区域分配算法。

Algorithms for Investment Project Distribution on Regions.

机构信息

Department of Computer Science and Information, College of Science at Zulfi, Majmaah University, Al-Majmaah 11952, Saudi Arabia.

Department of Computer Science, Higher Institute of Computer Science and Mathematics of Monastir, Monastir University, Monastir 5000, Tunisia.

出版信息

Comput Intell Neurosci. 2020 Aug 1;2020:3607547. doi: 10.1155/2020/3607547. eCollection 2020.

Abstract

This paper proposes an optimization system for solving an NP-hard problem by using several new algorithms and application programs. This study aims to identify a suitable distribution of investment projects across several developed industrial regions. It is assumed that all industrial regions involved have the same economic and strategic characteristics. The problem involves a set of projects that are to be assigned across regions. Each project creates an estimated number of new jobs, and the distribution of projects can be guided by minimizing the maximum total number of newly created jobs. The problem is NP-hard one, and it is difficult to determine the most appropriate distribution. We apply scheduling algorithms in order to solve the analyzed problem. Severalheuristics are developedto obtain the appropriate distribution of newly created jobs across all regions. A branch-and-bound method is employed in order to obtain the exact solution. The performance of the algorithm is demonstrated by the experimental results for a total number of 1850 instances.

摘要

本文提出了一个优化系统,通过使用几种新算法和应用程序来解决 NP 难问题。本研究旨在确定在几个发达工业地区之间分配投资项目的合适方案。假设所有参与的工业地区都具有相同的经济和战略特征。该问题涉及一组要在地区之间分配的项目。每个项目都会创造一定数量的新工作岗位,并且可以通过最小化新创造工作岗位的总数来指导项目的分布。该问题是 NP 难问题,很难确定最合适的分布。我们应用调度算法来解决分析的问题。为了获得所有地区新创造工作岗位的适当分布,开发了几种启发式算法。为了获得精确解,采用了分支定界法。通过对 1850 个实例的实验结果来演示算法的性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/00c0/7416242/7c3e08c7982d/CIN2020-3607547.001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验