Novel strategies based on a gradient boosting regression tree predictor for dynamic multi-objective optimization
Author:
Funder
National Science Foundation
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference48 articles.
1. Evolutionary dynamic multiobjective optimization assisted by a support vector regression predictor;Cao;IEEE Transactions on Evolutionary Computation,2019
2. Decomposition-based evolutionary dynamic multiobjective optimization using a difference model;Cao;Applied Soft Computing,2019
3. Chen, T., & Guestrin, C. (2016, August). Xgboost: A scalable tree boosting system. In Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining (pp. 785-794). 10.1145/2939672.2939785.
4. Dynamic genetic algorithms for the dynamic load balanced clustering problem in mobile ad hoc networks;Cheng;Expert Systems with Applications,2013
5. A novel evolutionary algorithm for dynamic constrained multiobjective optimization problems;Chen;IEEE Transactions on Evolutionary Computation,2019
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. DpEA: A dual-population evolutionary algorithm for dynamic constrained multiobjective optimization;Expert Systems with Applications;2024-12
2. A new prediction-based evolutionary dynamic multiobjective optimization algorithm aided by Pareto optimal solution estimation strategy;Applied Soft Computing;2024-11
3. SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization;Knowledge-Based Systems;2024-10
4. Developing an Ensemble Machine Learning Approach for Enhancing Flood Damage Assessment;International Journal of Environmental Research;2024-07-26
5. Solving dynamic multi-objective optimization problems via quantifying intensity of environment changes and ensemble learning-based prediction strategies;Applied Soft Computing;2024-03
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3