Call for Papers – CAIE - Memetic algorithms for smart manufacturing systems
摘要截稿:
全文截稿: 2018-12-31
影响因子: 4.135
期刊难度:
CCF分类: 无
中科院JCR分区:
• 大类 : 工程技术 - 2区
• 小类 : 计算机:跨学科应用 - 2区
• 小类 : 工程:工业 - 2区
Overview
Under the contemporary background of Industry 4.0, the manufacturing and service industries are increasingly adopting intelligent equipment and smart system for efficiency and robustness. Smart manufacturing industry is the material basis of intelligent industrial body, improving product adapting ability and competitiveness in the dynamically changing market with the goal of low consumption, clean and flexible production. Meanwhile, it also brings a variety of complexities and diversities in manufacturing systems.
For better handling the problem, many memetic algorithms have been successfully applied to the classical manufacturing problems and the generalized problems as well as the practical systems. Researches and engineering application indicate that the learnable memetic algorithm behaves a good capability of iterating and optimizing in solving manufacturing problems with high complexity, large scale and strong constraints. Thus, this special issue aims to address the state-of-the-art of the learnable memetic algorithm researches that satisfies the demands of smart manufacturing systems.
We invite authors to submit scientific papers with development or application of memetic algorithms in terms of smart manufacturing systems. Submissions of scientific results from experts in academia and industry worldwide are strongly encouraged. The topics of interest include, but are not limited to:
- Research review on the memetic algorithms or smart manufacturing systems;
- Definition and formulation of novel problem from smart manufacturing systems;
- Benchmark problem research of smart manufacturing systems;
- Memetic algorithm for manufacturing resource planning;
- Memetic algorithm for supply chain design and optimization;
- Memetic algorithm for green manufacturing;
- Memetic algorithm for automatic manufacturing systems;
- Memetic algorithm for unmanned manufacturing systems;
- Multi-objective optimization algorithm for smart manufacturing systems;
- Dynamic optimization algorithm for smart manufacturing systems;
- Uncertain optimization algorithm for smart manufacturing systems;
- Memetic algorithm for manufacturing in practical systems.