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Swarm and Evolutionary Computation, Volume 97
Volume 97, 2025
- Shuwei Zhu
, Yimo Zhang, Wei Fang
, Meiji Cui
, Kalyanmoy Deb:
Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization. 101978 - Yi Jiao Xu, Sheng Xin Zhang
, Jie Lin, Shao Yong Zheng, Xian Hua Dai:
Front guided surrogate-assisted evolutionary algorithm with adaptive selection of three-branch infill criteria for expensive many-objective optimization. 101982 - Jingeun Kim
, Yourim Yoon
:
Pruning for efficient DenseNet via surrogate-model-assisted genetic algorithm considering neural architecture search proxies. 101983 - Emile Visser
, Corné E. van Daalen
, J. C. Schoeman
:
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regions. 101986 - Binhui Wang
, Hongfeng Wang, Qi Yan
, Enjie Ma:
Multi-agent reinforcement learning-aided evolutionary algorithm for a many-objective distributed hybrid flow shop scheduling problem. 101991 - Kaixuan Li
, Ying Sun, Mingming Xia, Chao Wang, Changjun Zhou, Fan Cheng
:
GEFS-AO: A novel graph-based evolutionary feature selection method from the view of auxiliary optimization. 101995 - Zikai Zhang
, Shujun Yu, Qiuhua Tang, Liping Zhang, Zixiang Li, Lixin Cheng, Yingli Li:
A matheuristic-based self-learning approach for distributed heterogeneous assembly flowshop scheduling with multiple assembly factories and make-to-order delivery. 101996 - Yulan Lu, Xueyi Guo
, Jinggai Geng, Shuai Wang
, Zhenkun Wang
, Aimin Zhou
, Jianyong Sun, Xinhui Si, Xin Sun
, Hu Zhang
:
Regularity-based evolutionary multi-objective optimization review. 101999 - Sheng-Zong Chen, Ren-Yong Guo:
A two-stage metaheuristic algorithm for the multi-drops flying sidekick traveling salesman problem. 102001 - Jianxin Tang
, Jiaqiang Fu, Xinyue Li, Lele Geng, Juan Pang:
Probing the fitness landscape of the influential nodes for the influence maximization problem in social networks. 102002 - Jesús-Adolfo Mejía-de-Dios, José-Fernando Camacho-Vallejo
, Rosa G. González-Ramírez:
Surrogate-assisted evolutionary algorithms for a bilevel location and latency-oriented routing problem. 102005 - Yuchen Li
, Handing Wang
:
Dynamic instance sampling for multi-objective automatic algorithm configuration. 102008 - Daniel Loscos
, Narciso Martí-Oliet
, Ismael Rodríguez
:
The difficulty of predicting behavior on stochastic local search algorithms. 102010 - Panpan Zhang, Ru Zhang, Ye Tian
, Kay Chen Tan, Xingyi Zhang
:
A dual model-based evolutionary framework for dynamic large-scale sparse multiobjective optimization. 102011 - Yu Wang, Yongjie Ma
:
A dynamic multi-objective optimization evolutionary algorithm based on classification of decision variables and inter-layer collaborative prediction. 102012 - Yangdi Shen, Zuowen Liao, Yichao Tian, Jin Tao, Jinxuan Luo, Jiale Wang, Qiang Zhang:
Surrogate-Assisted Differential Evolution Light Gradient Boosting Machine for Mangrove Aboveground Biomass inversion. 102013 - Xinfang Ji, Jingwei Jia, Xiaofeng Wang, Jiaxing Yao, Lixia Fang, Jinxin Cheng, Yong Zhang:
Surrogate-assisted two-stage cooperative differential evolution for expensive constrained multimodal optimization problems. 102014 - Xinyu Zhou, Long Fan
, Kunjie Yu, Kangjia Qiao:
A constrained multi-objective evolutionary algorithm based on online problem identification and separate handling. 102017 - Jiaru Yang
, Yaotong Song, Weiping Ding, Jun Tang, Zhenyu Lei
, Shangce Gao
:
Multi-attention-powered learning genetic algorithm for real-world 3D wind farm layout optimization. 102018 - Wei Zhang
, Jianchang Liu
, Jiaxin Tian, Yuanchao Liu, Honghai Wang:
A dual ensemble-surrogate assisted evolutionary algorithm with state information driven infill criterion for expensive many-objective optimization. 102019 - Wenji Li, Yifeng Qiu, Zhaojun Wang, Biao Xu, Zhifeng Hao, Qingfu Zhang, Yun Li
, Zhun Fan
:
Surrogate-assisted neural learning and evolutionary optimization for expensive constrained multi-objective problems. 102020 - Haoming Zhang
, Qian-Long Dang
, Xinyu Feng
, Xiaochuan Gao
:
Constrained multi-objective optimization assisted by competitive mechanism based reward auxiliary optimization problems. 102021 - Zhening Liu, Handing Wang
:
Balancing objective and switch cost for robust optimization over time. 102022 - Wen Zhou, Xinchun Yi
, Changyi Li, Zhiwei Ye
, Qiyi He, Xiuwen Gong, Qiao Lin
:
An improved genetic algorithm and clone selection optimization-based gated recurrent unit networks for earthquake magnitude prediction. 102023 - Wanting Zhang
, Wenli Du, Wei Du:
A knowledge transfer-based co-evolutionary algorithm for dynamic large-scale crude oil scheduling. 102024 - Noureen Talpur, Shoaib-ul Hassan, Mohd Hafizul Afifi Abdullah
, Abdulrahman Aminu Ghali, Ambreen Abdul Raheem, Shazia Khatoon, Norshakirah Aziz, Sivashankari Alaganandham:
Boosting classification accuracy using an efficient stochastic optimization technique for feature selection in high-dimensional data. 102025 - Qiang Luo, Chunrong Pan, Hong Zhong, Yunqing Rao:
A decimal artificial bee colony with elite strategy for the cutting stock problem with irregular items. 102026 - Yang Qin, Jingwei Guo
, Peijuan Xu, Duo Li, Yonggang Wang
:
Train energy-efficient speed profile generation under various track alignments: a quantum evolutionary algorithm with cosine annealing. 102027 - Alper Hamzadayi
, Münevver Günay Van:
Greedy randomized adaptive search and benders decomposition algorithms to solve the distributed no-idle permutation flowshop scheduling problem. 102028 - Xichao Su, Zixuan Liu, Xiaohua Han, Yu Wu
, Rongwei Cui, Xuan Li:
Discrete adaptive GWO-based transport scheduling for aircraft between spots on flight deck and hangar. 102029 - Zhanglu Hou, Jialu Ye, Yizhang Xia
, Yibin Gong, Juan Zou, Shengxiang Yang
:
A decomposition framework with dual populations and dual stages for constrained multi-objective optimization. 102030 - Liang Chu
, Ye Tian
:
Evolutionary algorithm with cross-diversity integration and mutation synergy operation for multi-objective recommendation. 102031 - Karam M. Sallam
, Ibrahim Alrashdi
, Reda Mohamed, Mohamed Abdel-Basset:
An enhanced LSHADE-based algorithm for global and constrained optimization in applied mechanics and power flow problems. 102032 - Jiansheng Liu, Haoran Hu, Zhiyong Liu, Zan Yang
, Liming Chen, Xiwen Cai:
Expensive constrained multi-objective optimization via adaptive surrogate-assisted dense weight multi-objective evolutionary algorithm. 102033 - Huixiang Zhen
, Bing Xue, Wenyin Gong
, Mengjie Zhang, Ling Wang:
Offline evolutionary optimization with problem-driven model pool design and weighted model selection indicator. 102034 - Cai Zhao, Lianghong Wu
, Weihua Tan
, Cili Zuo:
A knowledge-based two-population optimization algorithm for distributed heterogeneous assembly permutation flowshop scheduling with batch delivery and setup times. 102035 - C. K. Anjali, Sreekanth Kolledath:
Teaching-learning based optimization of a multi-server machining model with emergency vacation and retention of reneged machines. 102036 - Shuxiang Li, Yongsheng Pang, Zhaorong Huang, Xianghua Chu:
An offline-online learning framework combining meta-learning and reinforcement learning for evolutionary multi-objective optimization. 102037 - Yangyi Du, Xiaojun Zhou
, Chunhua Yang, Weihua Gui:
Broad reinforcement learning based adaptive state transition algorithm for global optimization. 102038 - Kexin Chen
, Xiaolu Liu, Wei Li:
A distributed multi-agent deep reinforcement learning approach for dynamic beam hopping optimization in LEO mega-constellations. 102039 - Fangyu Li
, Ruichong Ma, Jiarong Du, Honggui Han:
Decomposition-based multi-objective reinforcement learning for dynamic disassembly job shop scheduling with urgency guidance. 102040 - Yuvaraju Venkatachalam
, Subbaiyan Thangavel
, Mallikarjuna Golla
:
Optimal placement of phasor measurement unit for implementation of WAMS in a grid system. 102041 - Saiqi Zhou
, Dezhi Zhang
, Shiyan Fang, Shuangyan Li:
An adaptive hybrid neighborhood search algorithm for the electric vehicle pickup and delivery problem with time windows and partial charging. 102042 - Lianpeng Zhao, Qiuhua Tang:
An augmented variable neighborhood search for mixed-model two-sided assembly line balancing considering PM scenarios. 102043 - Peng Wang, Yue Chen
, Changsheng Zhang
, Xiangrong Tong, Yingjie Wang:
A constrained multi-objective evolutionary algorithm via separate exploration and united exploitation strategy. 102044 - Wei Liang
, Zeqiang Zhang
, Yanqing Zeng, Dan Ji, Yu Zhang, Haiye Chen, Yan Li, Lixia Zhu:
Modelling and optimization of mixed-parallel straight and two-sided disassembly line balancing problem. 102045 - Haoxin Wang, Libao Shi
:
Convergence analysis for a class of continuous single-step meta-heuristic algorithms based on Harris chain. 102046 - Li Chen
, Enming Chen
, Ruiyang Li
, Zhongbao Zhou, Wenting Sun
, Jianmai Shi:
The scheduling problem with delivery and observation in collaboration after the disaster. 102047 - Arup Kumar Ghosh, Subhankar Bhattacharjee, Gautam Garai:
Performance optimization of Band Pass Filters and Wavelength Division Multiplexers for communication systems. 102049 - Zhixiao Li
, Guohui Zhang
, Nana Yu, Shenghui Guo, Wenqiang Zhang
:
A knowledge-guided evolutionary algorithm incorporating reinforcement learning for energy efficient dynamic flexible job shop scheduling problem with machine breakdowns. 102050 - Seung Chan Choi, Yohan Lee, Sung Won Cho
:
Reinforcement learning-integrated evolutionary algorithm for enhanced unmanned aerial vehicle coverage path planning. 102051 - Robert Vrabel
:
Optimum settings for discrete PID control of nonlinear systems. 102052 - Farida Siddiqi Prity:
Nature-Inspired optimization algorithms for enhanced load balancing in cloud computing: A comprehensive review with taxonomy, comparative analysis, and future trends. 102053 - Xin-Rui Tao, Quan-Ke Pan, Xue-Lei Jing, Wei-Min Li:
A dynamic multi-objective evolutionary greedy algorithm for distributed hybrid flow shop rescheduling problem. 102054 - Yongchao Li
, Heming Jia
, Hongguang Li
:
Population decomposition evolutionary framework for constrained multiobjective optimization. 102055 - Rishikesh Sharma
, D. P. Mishra, Lakhbir Singh Brar
:
Data-driven optimization of asymmetric curved winglets in fin-and-tube heat exchangers. 102056 - Zhihui Fu, Suruo Li:
Solving nonlinear equation systems and real-world engineering example via adaptive information migration and sharing evolutionary multitasking algorithm with cross-sampling. 102059 - Yu Sun, Wenhao Cai:
A large-scale multi-objective algorithm integrating prisoner's dilemma model and prospect theory with adaptive learning. 102061 - Benyamin Ebrahimi, Ali Asghar Bataleblu
, Jafar Roshanian:
Bi-level Voronoi strategy for cooperative search and coverage. 102064 - Yanan Wang, Yuyan Han
, Yuting Wang, Hongyan Sang, Yuhang Wang:
A reinforcement learning-enhanced multi-objective Co-evolutionary algorithm for distributed group scheduling with preventive maintenance. 102066 - Li Wang, Lili Xu
, Shurui Fan
, Yong Zhang
:
An optimized multi-source feature extraction model with black-winged kite algorithm for hourly seamless PM2.5 estimation. 102069 - Junjie Liao, Zheng-Ming Gao, Syam Melethil Sethumadhavan
, Gaoshuai Su, Juan Zhao:
An improved discrete multi-objective artificial protozoa optimizer for solving multi-objective knapsack problems. 102070 - Nagarjuna Tandra
, Nikhat Akhtar, K. Padmanaban, L. Guganathan:
A finite-element dual-level contextual informed neural network with swarm space hopping algorithm based optimal feature selection and detection for EEG-based epileptic seizure detection. 102072

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