Differential evolution with adaptive niching and reinitialisation for nonlinear equation systems

IF 4.9 4区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS International Journal of Systems Science Pub Date : 2024-04-16 DOI:10.1080/00207721.2024.2337039
Mengmeng Sheng, Weijie Ding, Weiguo Sheng
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引用次数: 0

Abstract

Nonlinear equation systems (NESs) are ubiquitous in scientific and engineering domains, necessitating efficient methods for discovering multiple roots simultaneously. Employing evolutionary algorit...
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针对非线性方程系统的微分演化与自适应尼奇化和重初始化
非线性方程系统(NES)在科学和工程领域无处不在,因此需要高效的方法来同时发现多个根。利用进化算法可以同时发现多个根。
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来源期刊
International Journal of Systems Science
International Journal of Systems Science 工程技术-计算机:理论方法
CiteScore
8.00
自引率
9.30%
发文量
164
审稿时长
7.7 months
期刊介绍: International Journal of Systems Science (IJSS) is a world leading journal dedicated to publishing high quality, rigorously reviewed, original papers that contribute to the methodology and practice in emerging systems engineering themes of intelligence, autonomy and complexity. Modern systems are becoming more and more complex and sophisticated in their demand for performance, reliability and increasing autonomy. Historically, highly analytic and numeric-based methods have sufficed, frequently simplifying the problem to allow analytical tractability. Many manufactured and natural systems (biological, ecological and socio-economic) cannot be adequately represented or analyzed without requiring multiple interacting and interconnected frameworks and a common information-processing framework. A wide range of new theories, methodologies and techniques are required to ‘enable’ such systems, and thus engineering and integration to deal with these demands. IJSS therefore encourages original submissions in these areas, with special focus on papers that are strongly novel as well as not being overly applied. Proposals for special issues in cutting-edge areas of systems science are encouraged, and should be discussed with the Editor-in-Chief. Papers that cover those topics related to operations management and logistics will not be accepted for publication in IJSS. Instead they should be submitted directly to sister journal International Journal of Systems Science: Operations & Logistics. Queries regarding submissions can be made by contacting the Editor-in-Chief, whose decision is final.
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