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ORCID11. SEAL 2017: Shenzhen, China
- Yuhui Shi, Kay Chen Tan, Mengjie Zhang, Ke Tang, Xiaodong Li, Qingfu Zhang, Ying Tan, Martin Middendorf, Yaochu Jin:
Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings. Lecture Notes in Computer Science 10593, Springer 2017, ISBN 978-3-319-68758-2
Evolutionary Optimisation
- Bin Liu, Ke-Jia Chen:
Maximum Likelihood Estimation Based on Random Subspace EDA: Application to Extrasolar Planet Detection. 3-14 - Kai Wu, Jing Liu
:
Evolutionary Game Network Reconstruction by Memetic Algorithm with l 1/2 Regularization. 15-26 - Yingying Cao, Wei Chen, Shi Cheng, Yifei Sun, Qunfeng Liu, Yun Li, Yuhui Shi:
A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals. 27-38 - Muhammad Sulaman, Xinye Cai, Mustafa Misir, Zhun Fan:
Simulated Annealing with a Time-Slot Heuristic for Ready-Mix Concrete Delivery. 39-50 - Yang Lou, Shiu Yin Yuen:
A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method. 51-61 - Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel:
Using Parallel Strategies to Speed up Pareto Local Search. 62-74 - Jian Lin, Dike Luo, Xiaodong Li, Kaizhou Gao, Yanan Liu:
Differential Evolution Based Hyper-heuristic for the Flexible Job-Shop Scheduling Problem with Fuzzy Processing Time. 75-86 - Yuanlong Qin, Bo Yuan:
ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods. 87-96 - Yi Chen, Aimin Zhou, Rongfang Zhou, Peng He, Yong Zhao, Lihua Dong:
An Evolutionary Algorithm with a New Coding Scheme for Multi-objective Portfolio Optimization. 97-109 - Junhua Wu, Markus Wagner, Sergey Polyakovskiy, Frank Neumann:
Exact Approaches for the Travelling Thief Problem. 110-121 - Jingda Deng, Qingfu Zhang, Hui Li:
On the Use of Dynamic Reference Points in HypE. 122-133 - Jiajie Mo, Zhun Fan, Wenji Li, Yi Fang, Yugen You, Xinye Cai:
Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition. 134-144 - Yuanjie Li, Shaowei Cai, Wenying Hou:
An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs. 145-157 - Xiaoyan Sun, Lixia Zhu, Lin Bao, Lian Liu, Xin Nie:
Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model. 158-169 - Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann:
GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition. 170-183 - Mustafa Misir:
Matrix Factorization Based Benchmark Set Analysis: A Case Study on HyFlex. 184-195 - Lei Liu, Chengshan Pang, Weiming Liu, Bin Li:
Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space. 196-207
Evolutionary Multiobjective Optimisation
- Fangqing Gu, Hai-Lin Liu:
A Hierarchical Decomposition-Based Evolutionary Many-Objective Algorithm. 211-223 - Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao:
Adjusting Parallel Coordinates for Investigating Multi-objective Search. 224-235 - Qingling Zhu, Qiuzhen Lin, Jianyong Chen:
An Elite Archive-Based MOEA/D Algorithm. 236-247 - Xueqiang Li, Shen Fu, Han Huang:
A Constraint Partitioning Method Based on Minimax Strategy for Constrained Multiobjective Optimization Problems. 248-259 - Fangqing Gu, Hai-Lin Liu, Yiu-ming Cheung:
A Fast Objective Reduction Algorithm Based on Dominance Structure for Many Objective Optimization. 260-271 - Ronghua Shang, Yijing Yuan, Bingqi Du, Licheng Jiao:
A Memetic Algorithm Based on Decomposition and Extended Search for Multi-Objective Capacitated Arc Routing Problem. 272-283 - Hemant Kumar Singh, Xin Yao:
Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms. 284-296 - Kazi Shah Nawaz Ripon, Jostein Solaas, Håkon Dissen:
Multi-Objective Evolutionary Optimization for Autonomous Intersection Management. 297-308 - Shinya Watanabe, Takanori Sato:
Study of an Adaptive Control of Aggregate Functions in MOEA/D. 309-320 - Ken Doi, Ryo Imada, Yusuke Nojima, Hisao Ishibuchi:
Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms. 321-333 - Xin Du, Youcong Ni, Xiaobin Wu, Peng Ye, Xin Yao:
Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level. 334-346 - Shi Cheng, Xiujuan Lei, Junfeng Chen, Jiqiang Feng, Yuhui Shi:
Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization. 347-357
Evolutionary Machine Learning
- Angus Kenny, Xiaodong Li:
A Study on Pre-training Deep Neural Networks Using Particle Swarm Optimisation. 361-372 - Kei Ohnishi, Chang Wook Ahn:
Simple Linkage Identification Using Genetic Clustering. 373-384 - Kai Wu, Jing Liu:
Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization. 385-396 - Yaodong He, Shiu Yin Yuen, Yang Lou:
A Bayesian Restarting Approach to Algorithm Selection. 397-408 - Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song:
Evolutionary Learning Based Iterated Local Search for Google Machine Reassignment Problems. 409-421 - Qi Chen, Mengjie Zhang, Bing Xue:
Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression. 422-434 - Yi Mei, Su Nguyen, Mengjie Zhang:
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling. 435-447 - Yi Liu, Bing Xue, Will N. Browne:
Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning. 448-461 - Qunjian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu:
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization. 462-472 - Yiming Peng, Gang Chen, Mengjie Zhang, Yi Mei:
Effective Policy Gradient Search for Reinforcement Learning Through NEAT Based Feature Extraction. 473-485 - Yong Wee Foo, Cindy Goh, Lipton Chan, Lin Li, Yun Li:
Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation. 486-498 - Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors. 499-511
Theoretical Developments
- Hongyue Wu, Han Huang, Shuling Yang, Yushan Zhang:
Running-Time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain. 515-527 - Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. 528-539
Feature Selection and Dimensionality Reduction
- Andrew Lensen, Bing Xue, Mengjie Zhang:
New Representations in Genetic Programming for Feature Construction in k-Means Clustering. 543-555 - Wenlong Fu, Bing Xue, Mengjie Zhang, Xiaoying Gao:
Transductive Transfer Learning in Genetic Programming for Document Classification. 556-568 - Binh Tran, Stjepan Picek, Bing Xue:
Automatic Feature Construction for Network Intrusion Detection. 569-580 - Mengmeng Li, Zhigang Shang, Caitong Yue:
A Feature Subset Evaluation Method Based on Multi-objective Optimization. 581-590 - Bach Hoai Nguyen, Bing Xue, Peter Andreae:
A Hybrid GA-GP Method for Feature Reduction in Classification. 591-604 - Shinichi Yamada, Kourosh Neshatian:
Kernel Construction and Feature Subset Selection in Support Vector Machines. 605-616 - Mang Wang, Xin Tong, Bin Li:
KW-Race and Fast KW-Race: Racing-Based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-Box Optimization Problems. 617-628
Dynamic and Uncertain Environments
- Yiya Diao, Changhe Li, Yebin Ma, Junchen Wang, Xingang Zhou:
A Probabilistic Learning Algorithm for the Shortest Path Problem. 631-643 - Leilei Cao, Lihong Xu, Erik D. Goodman, Hui Li:
A First-Order Difference Model-Based Evolutionary Dynamic Multiobjective Optimization. 644-655 - Gang Li, Zhifeng Hao, Hang Wei, Han Huang:
A Construction Graph-Based Evolutionary Algorithm for Traveling Salesman Problem. 656-667
Real-world Applications
- Kaizhou Gao, Pei-Yong Duan, Rong Su, Junqing Li:
Bi-objective Water Cycle Algorithm for Solving Remanufacturing Rescheduling Problem. 671-683 - Yan Shao, Zhanjun Li, Ming Li:
A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment. 684-693 - Wenxue Sun, Xinye Cai, Chao Xia, Muhammad Sulaman, Mustafa Misir, Zhun Fan:
Greedy Based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem. 694-705 - Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song:
Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem. 706-715 - Zheng-Jie Fan, Yu-Jun Zheng:
Evolutionary Optimization of Airport Security Inspection Allocation. 716-726 - Michael Kampouridis, Adesola Adegboye, Colin G. Johnson:
Evolving Directional Changes Trading Strategies with a New Event-Based Indicator. 727-738 - Rawaa Dawoud Al-Dabbagh, Ahmed Jasim Jabur:
Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks. 739-750 - Adam Ghandar:
Evolutionary Computation to Determine Product Builds in Open Pit Mining. 751-762 - Pengju Zhang, Kun Wang, Ling Zhang, Zexiao Xie, Liqin Zhou:
An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm. 763-773 - Ying Li, Zhixing Huang, Jinghui Zhong, Liang Feng:
Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with a Mobile Sink. 774-785 - Mi Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. 786-796 - Shanfeng Wang, Maoguo Gong, Yue Wu, Xiaolei Qin:
Parallel Particle Swarm Optimization for Community Detection in Large-Scale Networks. 797-809 - Yanming Yang, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu:
Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows. 810-820 - Fangqing Gu, Ziquan Liu, Yiu-ming Cheung, Hai-Lin Liu:
Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network. 821-832 - Yazhen Zhang, Wei Fang:
Large Scale WSN Deployment Based on an Improved Cooperative Co-evolution PSO with Global Differential Grouping. 833-842
Adaptive Systems
- Xumiao Zou, Jing Liu:
Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-Making Trial and Evaluation. 845-857 - Chunhui Jiang, Guiying Li, Chao Qian:
Dynamic and Adaptive Threshold for DNN Compression from Scratch. 858-869 - Seyed Mohammad Nekooei, Gang Chen, Ramesh Kumar Rayudu:
Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks. 870-882 - Li Kuang, Feng Wang, Heng Zhang, Yuanxiang Li:
Statistical Analysis of Social Coding in GitHub Hypernetwork. 883-895
Swarm Intelligence
- Yangyang Li, Xiaoyu Bai, Xiaoxu Liang, Licheng Jiao:
Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization. 899-910 - Caitong Yue, Jing Liang, Boyang Qu, Hui Song, Guang Li, Yuhong Han:
A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction. 911-919 - Baolei Li, Jing Liang, Caitong Yue, Boyang Qu:
Multivariant Optimization Algorithm with Bimodal-Gauss. 920-928 - Xiang Yu, Yunan Liu, Xiangsheng Feng, Genhua Chen:
Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution. 929-938 - Xianghua Chu, Fulin Cai, Jiansheng Chen, Li Li:
Recommending PSO Variants Using Meta-Learning Framework for Global Optimization. 939-948 - Xianghua Chu, Jiansheng Chen, Fulin Cai, Chen Chen, Ben Niu:
Augmented Brain Storm Optimization with Mutation Strategies. 949-959 - Marco Baioletti, Alfredo Milani, Valentino Santucci:
A New Precedence-Based Ant Colony Optimization for Permutation Problems. 960-971 - Satoru Iwasaki, Heng Xiao, Toshiharu Hatanaka, Takeshi Uchitane:
A General Swarm Intelligence Model for Continuous Function Optimization. 972-980 - Wenjian Luo, Bin Yang, Chenyang Bu, Xin Lin:
A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization. 981-993 - Qiqi Duan, Chang Shao, Xiaodong Li, Yuhui Shi:
Visualizing the Search Dynamics in a High-Dimensional Space for a Particle Swarm Optimizer. 994-1002 - Karoon Suksonghong, Kittipong Boonlong:
Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization. 1003-1015 - Guangzhi Xu, Rui Li, Xinchao Zhao, Xingquan Zuo:
Conservatism and Adventurism in Particle Swarm Optimization Algorithm. 1016-1025 - Zhaolin Lai, Xiang Feng, Huiqun Yu:
A Competitive Social Spider Optimization with Learning Strategy for PID Controller Optimization. 1026-1038
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