Shangce Gao

Multi-valued Neural Network Trained by Differential Evolution for Synthesizing Multiple-Valued Functions

2015

We consider the problem of synthesizing multiple valued logic (MVL) functions by neural networks. A differential evolution algorithm is proposed to train the learnable multiple valued logic network. The optimum window and biasing parameters to …

A dendritic neuron model for exchange rate prediction

2015

The main purpose of this paper is to propose a neuron model based on dendritic mechanisms and a phase space reconstruction (PSR) to analyze XAUUSD (Gold/U.S. Dollar), EURUSD (Euro Fx/U.S. Dollar), GBPJPY (British Pound/Japanese Yen), …

A Spherical Search-based Archive Update Mechanism for Self-adaptive Differential Evolution

2020

Recently, meta-heuristic algorithms have been researched in quantity. However, there are no algorithms applying to different problems effectively and having notable difference compared with other meta-heuristic algorithm. Evolutionary algorithms are classical algorithms of nature-inspired metaheuristic …

A Novel Distributed Gravitational Search Algorithm With Multi-Layered Information Interaction

2021 · IEEE Access

Population structures play a crucial role in individuals’ evolution. Gravitational search algorithm (GSA) inspired by physical laws is a population-based algorithm. Its population structure is able to influence the individuals’ search behavior. In this paper, …