.png){kind=icon}
返回
Dynamic differential annealed optimization: New metaheuristic optimization algorithm for engineering applications
.png){kind=icon}
OA
AI
DOI：10.1016/j.asoc.2020.106392.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This work proposes a novel optimization algorithm which can be used to solve a wide range of mathematical optimization problems where the global minimum or maximum is required. The new algorithm is based on random search and classical simulated annealing algorithm (it mimics the modern process of producing high-quality steel) and is designated dynamic differential annealed optimization (DDAO). The proposed algorithm was benchmarked for 51 test functions. The dynamic differential annealed optimization algorithm has been compared to a large number of highly cited optimization algorithms. Over numerical tests, DDAO has outperformed some of these algorithms in many cases and shown high performance. Constrained path planning and spring design problem were selected as a practical engineering optimization problem. DDAO converged to the global minimum of problems efficiently, and for spring design problem DDAO has found the best feasible solution than what is found by many algorithms. (C) 2020 The Author(s). Published by Elsevier B.V.
Keyword:
Dynamic differential annealed optimization
Optimization algorithms
Computational intelligence
Path planning
Engineering design optimization
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6.6
论文数:
1.4W
被引数:
4.8W
机构
引用论文
Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm蛾焰优化算法: 一种新的自然启发启发式范式
PREAI
分享收藏Simultaneous dynamic optimization: A trajectory planning method for nonholonomic car-like robots同时动态优化: 非完整类车机器人的轨迹规划方法
PREAI
分享收藏An improved simulated annealing-linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays一种改进的模拟退火-线性规划混合算法在定向过流继电器优化协调中的应用
PREAI
分享收藏On the microstructure control of the bendability of advanced high strength steels.png)
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSINGIF7
PREAI
分享收藏分享收藏
查看更多内容