Nature Inspired Computing: An Overview and Some Future Directions 论文
2015Cognitive Computation引用 224
Evolutionary Algorithms and ApplicationsNeural Networks and ApplicationsMetaheuristic Optimization Algorithms Research
摘要
This paper presents an overview of significant advances made in the emerging field of nature-inspired computing (NIC) with a focus on the physics- and biology-based approaches and algorithms. A parallel development in the past two decades has been the emergence of the field of computational intelligence (CI) consisting primarily of the three fields of neural networks, evolutionary computing and fuzzy logic. It is observed that NIC and CI intersect. The authors advocate and foresee more cross-fertilisation of the two emerging fields.