paper-with-me

홈 › Papers

On the idea of a new artificial intelligence based optimization algorithm inspired from the nature of vortex

2017-04-03 · Utku Kose, Ahmet Arslan

In this paper, the idea of a new artificial intelligence based optimization algorithm, which is inspired from the nature of vortex, has been provided briefly. As also a bio-inspired computation algorithm, the idea is generally focused on a typical vortex flow / behavior in nature and inspires from some dynamics that are occurred in the sense of vortex nature. Briefly, the algorithm is also a swarm-oriented evolutional problem solution approach; because it includes many methods related to elimination of weak swarm members and trying to improve the solution process by supporting the solution space via new swarm members. In order have better idea about success of the algorithm; it has been tested via some benchmark functions. At this point, the obtained results show that the algorithm can be an alternative to the literature in terms of single-objective optimization solution ways. Vortex Optimization Algorithm (VOA) is the name suggestion by the authors; for this new idea of intelligent optimization approach.

📄 PDF Abstract BibTeX arXiv:1704.00797

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Realizing an optimization approach inspired from Piagets theory on cognitive development

2017-04-03 · Utku Kose, Ahmet Arslan

The objective of this paper is to introduce an artificial intelligence based optimization approach, which is inspired from Piagets theory on cognitive development. The approach has been designed according to essential pr…

Creativity and Artificial Intelligence: A Digital Art Perspective

2018-07-21 · Bo Xing, Tshilidzi Marwala

This paper describes the application of artificial intelligence to the creation of digital art. AI is a computational paradigm that codifies intelligence into machines. There are generally three types of artificial intel…

BIG-bench Machine Learning

Synergetic Learning Systems: Concept, Architecture, and Algorithms

2020-05-31 · Ping Guo, Qian Yin

Drawing on the idea that brain development is a Darwinian process of ``evolution + selection'' and the idea that the current state is a local equilibrium state of many bodies with self-organization and evolution processe…

Decision Making

Explore Brain-Inspired Machine Intelligence for Connecting Dots on Graphs Through Holographic Blueprint of Oscillatory Synchronization

2026-01-20 · Tingting Dan, Jiaqi Ding, Guorong Wu arxiv

Neural coupling in both neuroscience and artificial intelligence emerges as dynamic oscillatory patterns that encode abstract concepts. To this end, we hypothesize that a deeper understanding of the neural mechanisms gov…

Recent Advances and New Frontiers in Spiking Neural Networks

2022-03-12 · Duzhen Zhang, Shuncheng Jia, Qingyu Wang

In recent years, spiking neural networks (SNNs) have received extensive attention in brain-inspired intelligence due to their rich spatially-temporal dynamics, various encoding methods, and event-driven characteristics t…