张庆科｜山东师范大学｜学者主页

期刊论文

2026

Sparse-driven auxiliary mask regulation and hierarchical action selection for large-scale multi-objective optimization

Shuzhao Pang, Qingke Zhang, Zhi-Hui Zhan, Junqing Li, Huaxiang Zhang

Expert Systems With Applications，Vol. 302

DOI

2026

FO-MOEA/D-P: Fractional-Order Probability-Guided Decomposition for Smart Three-Objective Wind Farm Layout Optimization

Jinlei Gao, Sichen Tao, Ruihan Zhao, Hanyu Hu, Qingke Zhang, Sicheng Liu

DOI

2025

GPU/CUDA-Accelerated gradient growth optimizer for efficient complex numerical global optimization

Qingke Zhang, Wenliang Chen, Shuzhao Pang, Sichen Tao, Conglin Li, Xin Yin

Parallel Computing

DOI

2025

Multi-strategy boosted dung beetle optimizer and its applications for photovoltaic models and engineering applications

Xiaoyu Liu, Qingke Zhang, Junqing Li, Huaxiang Zhang

International Journal of Machine Learning and Cybernetics

DOI

2025

Pulse-strategy collective learning swarm optimizer for large-scale global optimization

Xiaoyu Liu, Qingke Zhang, Shuzhao Pang, Jiajun Sun, Huaxiang Zhang

Applied Intelligence

DOI

2025

Adversarial game optimization: A game-theoretic metaheuristic for efficient complex optimization and engineering applications

Conglin Li, Qingke Zhang, Jin Li, Sichen Tao, Diego A. Oliva

Information Sciences

DOI

2024

Multi-strategy differential evolution algorithm based on adaptive hash clustering and its application in wireless sensor networks

Xianglong Bu, Qingke Zhang, Hao Gao, Huaxiang Zhang

Expert Systems With Applications，Vol. 246

DOI

2024

Quadruple parameter adaptation growth optimizer with integrated distribution, confrontation, and balance features for optimization

Hao Gao, Qingke Zhang, Xianglong Bu, Huaxiang Zhang

Expert Systems With Applications，Vol. 235

DOI

2024

Competition-Driven Equilibrium Optimizer with Boundary Control for Numerical Optimization

Huixia Zhang, Qingke Zhang

International Conference on New Trends in Computational Intelligence (NTCI)

DOI

2024

Alpha evolution: An efficient evolutionary algorithm with evolution path adaptation and matrix generation

Hao Gao, Qingke Zhang

Engineering Applications of Artificial Intelligence

DOI

2024

Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight

Xiaoyu Liu, Qingke Zhang, Hongtong Xi, Huixia Zhang, Shuang Gao, Huaxiang Zhang

Communications in computer and information science

DOI

2024

Hierarchical Competitive Differential Evolution for Global Optimization

Hongtong Xi, Qingke Zhang, Xiaoyu Liu, Huixia Zhang, Shuang Gao, Huaxiang Zhang

Communications in computer and information science

DOI

2024

An Efficient Growth Optimizer with Adaptive Parameters and Targeted Stochastic Mutation Strategies for Global Optimization

Conglin Li, Qingke Zhang, Shuzhao Pang, Wenliang Chen, Xin Yin, Xingchen Dong, Huaxiang Zhang

Lecture notes in computer science

DOI

2023

A hierarchical learning based artificial bee colony algorithm for numerical global optimization and its applications

Qingke Zhang, Xianglong Bu, Hao Gao, Tianqi Li, Huaxiang Zhang

Applied Intelligence

DOI

2023

An efficient Optimization State-based Coyote Optimization Algorithm and its applications

Qingke Zhang, Xianglong Bu, Zhi‐Hui Zhan, Junqing Li, Huaxiang Zhang

Applied Soft Computing

DOI

2022

Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems

Qingke Zhang, Hao Gao, Zhi‐Hui Zhan, Junqing Li, Huaxiang Zhang

Knowledge-Based Systems

DOI

2018

基于随机维度划分与学习的粒子群优化算法

张庆科，孟祥旭，张化祥，杨波，刘卫国

《浙江大学学报(工学版)》

2018

Gaussian Cauchy Differential Evolution for Global Optimization

Qingke Zhang, Huaxiang Zhang, Bo Yang, Yupeng Hu

DOI

2017

粒子群优化算法及差分进行算法研究

张庆科

《山东大学》

2017

Vector coevolving particle swarm optimization algorithm

Qingke Zhang, Weiguo Liu, Xiang-Xu Meng, Bo Yang, A. Vasilakos

Information Sciences

DOI

2017

A Novel Multi-resolution Representation for Streaming Time Series.

Yupeng Hu, Zifei Jiang, Peng Zhan, Qingke Zhang, Yiming Ding, Xueqing Li

IIKI

2016

MREP: Multi-Reference Expression Programming

Qingke Zhang, Xiang-Xu Meng, Bo Yang, Weiguo Liu

International Conference on Intelligent Computing

DOI

2013

An improved multi-expression programming algorithm applied in function discovery and data prediction

Qingke Zhang, Bo Yang, Lin Wang, Jian-guo Jiang

International Journal of Information and Communication Technology

DOI

2013

Inference of differential equations by M-MEP for cement hydration modeling

Bo Yang, Qingke Zhang, Lin Wang, Yi Li

International Conference on Computer Supported Cooperative Work in Design

DOI

2012

基于GPU的现代并行优化算法

张庆科，杨波，王琳，朱福祥

《计算机科学》

2012

Predicting Cement Compressive Strength Using Double-Layer Multi-expression Programming

Qingke Zhang, Bo Yang, Lin Wang, Fuxiang Zhu

2012 Fourth International Conference on Computational and Information Sciences

DOI

预印本

2025

A Large-Scale Sparse Multi-Objective Optimization Algorithm Based on Adaptive Sparsity Control and Hierarchical Variable Decomposition

Qingke Zhang, Shuzhao Pang, Junqing Li, Huaxiang Zhang

SSRN Electronic Journal

DOI

张庆科

精选作品

期刊论文

Sparse-driven auxiliary mask regulation and hierarchical action selection for large-scale multi-objective optimization

FO-MOEA/D-P: Fractional-Order Probability-Guided Decomposition for Smart Three-Objective Wind Farm Layout Optimization

GPU/CUDA-Accelerated gradient growth optimizer for efficient complex numerical global optimization

Multi-strategy boosted dung beetle optimizer and its applications for photovoltaic models and engineering applications

Pulse-strategy collective learning swarm optimizer for large-scale global optimization

Adversarial game optimization: A game-theoretic metaheuristic for efficient complex optimization and engineering applications

Multi-strategy differential evolution algorithm based on adaptive hash clustering and its application in wireless sensor networks

Quadruple parameter adaptation growth optimizer with integrated distribution, confrontation, and balance features for optimization

Competition-Driven Equilibrium Optimizer with Boundary Control for Numerical Optimization

Alpha evolution: An efficient evolutionary algorithm with evolution path adaptation and matrix generation

Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight

Hierarchical Competitive Differential Evolution for Global Optimization

An Efficient Growth Optimizer with Adaptive Parameters and Targeted Stochastic Mutation Strategies for Global Optimization

A hierarchical learning based artificial bee colony algorithm for numerical global optimization and its applications

An efficient Optimization State-based Coyote Optimization Algorithm and its applications

Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems

基于随机维度划分与学习的粒子群优化算法

Gaussian Cauchy Differential Evolution for Global Optimization

粒子群优化算法及差分进行算法研究

Vector coevolving particle swarm optimization algorithm

A Novel Multi-resolution Representation for Streaming Time Series.

MREP: Multi-Reference Expression Programming

An improved multi-expression programming algorithm applied in function discovery and data prediction

Inference of differential equations by M-MEP for cement hydration modeling

基于GPU的现代并行优化算法

Predicting Cement Compressive Strength Using Double-Layer Multi-expression Programming

预印本

A Large-Scale Sparse Multi-Objective Optimization Algorithm Based on Adaptive Sparsity Control and Hierarchical Variable Decomposition

研究方向