Ausgabe 3/2021
Special Issue: Knowledge fusion intelligent optimization for complex systems
Inhalt (36 Artikel)
Guest Editorial on “Knowledge fusion intelligent optimization for complex systems”
Ling Wang, Feng Wang
An estimation of distribution algorithm with branch-and-bound based knowledge for robotic assembly line balancing
Bin-qi Sun, Ling Wang
Artificial bee colony algorithm based on knowledge fusion
Hui Wang, Wenjun Wang, Xinyu Zhou, Jia Zhao, Yun Wang, Songyi Xiao, Minyang Xu
Multi-objective microservice deployment optimization via a knowledge-driven evolutionary algorithm
Wubin Ma, Rui Wang, Yuanlin Gu, Qinggang Meng, Hongbin Huang, Su Deng, Yahui Wu
An improved simulated annealing algorithm based on residual network for permutation flow shop scheduling
Yang Li, Cuiyu Wang, Liang Gao, Yiguo Song, Xinyu Li
Genetic programming with separability detection for symbolic regression
Wei-Li Liu, Jiaquan Yang, Jinghui Zhong, Shibin Wang
FMCGP: frameshift mutation cartesian genetic programming
Wei Fang, Mindan Gu
Solving two-stage stochastic route-planning problem in milliseconds via end-to-end deep learning
Jie Zheng, Ling Wang, Shengyao Wang, Yile Liang, Jize Pan
Knowledge-guided multiobjective particle swarm optimization with fusion learning strategies
Wei Li, Xiang Meng, Ying Huang, Soroosh Mahmoodi
Explainable recommendation based on knowledge graph and multi-objective optimization
Lijie Xie, Zhaoming Hu, Xingjuan Cai, Wensheng Zhang, Jinjun Chen
Smart healthcare solutions using the internet of medical things for hand gesture recognition system
Nourelhoda M. Mahmoud, Hassan Fouad, Ahmed M. Soliman
A two-level computer vision-based information processing method for improving the performance of human–machine interaction-aided applications
Osama Alfarraj, Amr Tolba
A novel hand-crafted with deep learning features based fusion model for COVID-19 diagnosis and classification using chest X-ray images
K. Shankar, Eswaran Perumal
Improving ductal carcinoma in situ classification by convolutional neural network with exponential linear unit and rank-based weighted pooling
Yu-Dong Zhang, Suresh Chandra Satapathy, Di Wu, David S. Guttery, Juan Manuel Górriz, Shui-Hua Wang
Industry 4.0, a revolution that requires technology and national strategies
Fengwei Yang, Sai Gu
A comprehensive taxonomy of security and privacy issues in RFID
Atul Kumar, Ankit Kumar Jain, Mohit Dua
A solution algorithm for integrated production-inventory-routing of perishable goods with transshipment and uncertain demand
Peide Liu, Ayad Hendalianpour, Jafar Razmi, Mohamad Sadegh Sangari
Attention neural collaboration filtering based on GRU for recommender systems
Hongbin Xia, Yang Luo, Yuan Liu
Period-doubling bifurcation analysis and chaos control for load torque using FLC
Eman Moustafa, Abdel-Azem Sobaih, Belal Abozalam, Amged Sayed A. Mahmoud
A bi-stage surrogate-assisted hybrid algorithm for expensive optimization problems
Zhihai Ren, Chaoli Sun, Ying Tan, Guochen Zhang, Shufen Qin
Multi-stage timetable rescheduling for high-speed railways: a dynamic programming approach with adaptive state generation
Guoqi Feng, Peng Xu, Dongliang Cui, Xuewu Dai, Hui Liu, Qi Zhang
Improved bag-of-features using grey relational analysis for classification of histology images
Raju Pal, Mukesh Saraswat, Himanshu Mittal
The electric vehicle routing problem with partial recharge and vehicle recycling
Yuzhen Zhou, Jincai Huang, Jianmai Shi, Rui Wang, Kuihua Huang
Hexagonal fuzzy approximation of fuzzy numbers and its applications in MCDM
V. Lakshmana Gomathi Nayagam, Jagadeeswari Murugan
Hybrid structures applied to ideals in near-rings
B. Elavarasan, G. Muhiuddin, K. Porselvi, Y. B. Jun
Two-stage multi-tasking transform framework for large-scale many-objective optimization problems
Lu Chen, Handing Wang, Wenping Ma
Strengthening the PSO algorithm with a new technique inspired by the golf game and solving the complex engineering problem
Serkan Dereli, Raşit Köker
Modified artificial bee colony algorithm for solving mixed interval-valued fuzzy shortest path problem
Ali Ebrahimnejad, Mohammad Enayattabr, Homayun Motameni, Harish Garg
A holistic FMEA approach by fuzzy-based Bayesian network and best–worst method
Melih Yucesan, Muhammet Gul, Erkan Celik
Cohort intelligence with self-adaptive penalty function approach hybridized with colliding bodies optimization algorithm for discrete and mixed variable constrained problems
Ishaan R. Kale, Anand J. Kulkarni
Representation and application of Fuzzy soft sets in type-2 environment
Biplab Paik, Shyamal Kumar Mondal
SRPM–CNN: a combined model based on slide relative position matrix and CNN for time series classification
Taoying Li, Yuqi Zhang, Ting Wang
Multi-constrained cooperative path planning of multiple drones for persistent surveillance in urban environments
Yu Wu, Shaobo Wu, Xinting Hu
Stance detection using improved whale optimization algorithm
Avinash Chandra Pandey, Vinay Anand Tikkiwal
Multiple attribute group decision-making based on cubic linguistic Pythagorean fuzzy sets and power Hamy mean
Wuhuan Xu, Xiaopu Shang, Jun Wang
Interval type-2 fuzzy aggregation operator in decision making and its application
M. Lathamaheswari, D. Nagarajan, J. Kavikumar, Said Broumi