Yintong Li
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View article: A novel adaptive parameter strategy differential evolution algorithm and its application in midcourse guidance maneuver decision-making
A novel adaptive parameter strategy differential evolution algorithm and its application in midcourse guidance maneuver decision-making Open
In this paper, a novel Adaptive Parameter Strategy Differential Evolution (APSDE) algorithm is proposed to overcome the parameters dependence and avoid local optima. The Parameter Update Mechanism (PUM), which has three different strategie…
View article: UCAV situation assessment based on SAE-ELM
UCAV situation assessment based on SAE-ELM Open
A Stacked Autoencoder Extreme learning machine (SAE-ELM) assessment model is proposed to study the weight of an Unmanned Combat Air Vehicle (UCAV) situation assessment. On the basis of the existing air combat situation description paramete…
View article: A novel ensemble estimation of distribution algorithm with distribution modification strategies
A novel ensemble estimation of distribution algorithm with distribution modification strategies Open
The canonical estimation of distribution algorithm (EDA) easily falls into a local optimum with an ill-shaped population distribution, which leads to weak convergence performance and less stability when solving global optimization problems…
View article: Comparison of Different Types of Black Holes
Comparison of Different Types of Black Holes Open
With the deeper exploration on black hole, more and more categories of black holes are defined by astronomers and physicists. The article will discuss the differences in detection and process of accretion between the binary black holes and…
View article: MjSO: A modified differential evolution with a probability selection mechanism and a directed mutation strategy
MjSO: A modified differential evolution with a probability selection mechanism and a directed mutation strategy Open
To further enhance the performance of jSO, the most representative variant of differential evolution, a modified differential devolution with a probability selection mechanism and a directed mutation strategy named MjSO is developed in thi…
View article: Anticollision Decision and Control of UAV Swarm Based on Intelligent Cognitive Game
Anticollision Decision and Control of UAV Swarm Based on Intelligent Cognitive Game Open
UAV swarm anticollision system is very important to improve the flight safety of the whole swarm formation, while the existing system design methods are still insufficient in realizing autonomous and cooperative anticollision. Based on the…
View article: An Improved JADE Hybridizing with Tuna Swarm Optimization for Numerical Optimization Problems
An Improved JADE Hybridizing with Tuna Swarm Optimization for Numerical Optimization Problems Open
In this paper, we propose IJADE-TSO, a novel hybrid algorithm in which an improved adaptive differential evolution with optional external archive (IJADE) has been combined with the tuna swarm optimization (TSO). The proposed algorithm inco…
View article: A Novel Hybrid PSO-K-Means Clustering Algorithm Using Gaussian Estimation of Distribution Method and Lévy Flight
A Novel Hybrid PSO-K-Means Clustering Algorithm Using Gaussian Estimation of Distribution Method and Lévy Flight Open
Clustering is an important data analysis technique, which has been applied to many practical scenarios. However, many partitioning based clustering algorithms are sensitive to the initial state of cluster centroids, may get trapped in a lo…
View article: Whale Optimization Algorithm with Chaos Strategy and Weight Factor
Whale Optimization Algorithm with Chaos Strategy and Weight Factor Open
Whale optimization algorithm (WOA) is a novel optimization algorithm inspired by humpback whale hunting behavior. Due to the defect of unbalanced exploration and exploitation by using control parameter with linear change, WOA has slow conv…
View article: Nuclear Reaction Optimization: A Novel and Powerful Physics-Based Algorithm for Global Optimization
Nuclear Reaction Optimization: A Novel and Powerful Physics-Based Algorithm for Global Optimization Open
Meta-heuristic algorithms have gained substantial popularity in recent decades and have focused on applications in a wide spectrum of fields. In this paper, a new and powerful physics-based algorithm named nuclear reaction optimization (NR…
View article: An Adaptive Whale Optimization Algorithm Using Gaussian Distribution Strategies and Its Application in Heterogeneous UCAVs Task Allocation
An Adaptive Whale Optimization Algorithm Using Gaussian Distribution Strategies and Its Application in Heterogeneous UCAVs Task Allocation Open
To overcome the defect of whale optimization algorithm (WOA) being easily fallen into local optimum caused by the ill-distribution of solutions, this paper explores an adaptive WOA variant using Gaussian distribution strategies (GDSs), nam…
View article: A Gaussian Estimation of Distribution Algorithm With Random Walk Strategies and Its Application in Optimal Missile Guidance Handover for Multi-UCAV in Over-the-Horizon Air Combat
A Gaussian Estimation of Distribution Algorithm With Random Walk Strategies and Its Application in Optimal Missile Guidance Handover for Multi-UCAV in Over-the-Horizon Air Combat Open
To overcome the premature convergence caused by the ill-distribution of solutions in the basic Gaussian estimation of distribution algorithm (GEDA), this paper explores a novel GEDA variant with random walk strategies, namely RW-GEDA. In R…