Simulated Evolution and Learning: 11th International Conference, SEAL 2017, Shenzhen, China, November 10–13, 2017, Proceedings

Front Matter ....Pages I-XXII
Front Matter ....Pages 1-1
 Maximum Likelihood Estimation Based on Random Subspace EDA: Application to Extrasolar Planet Detection  (Bin Liu, Ke-Jia Chen)....Pages 3-14
 Evolutionary Game Network Reconstruction by Memetic Algorithm with l1/2 Regularization  (Kai Wu, Jing Liu)....Pages 15-26
 A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals  (YingYing Cao, Wei Chen, Shi Cheng, Yifei Sun, Qunfeng Liu, Yun Li et al.)....Pages 27-38
 Simulated Annealing with a Time-Slot Heuristic for Ready-Mix Concrete Delivery  (Muhammad Sulaman, Xinye Cai, Mustafa Mısır, Zhun Fan)....Pages 39-50
 A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method  (Yang Lou, Shiu Yin Yuen)....Pages 51-61
 Using Parallel Strategies to Speed up Pareto Local Search  (Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel)....Pages 62-74
 Differential Evolution Based Hyper-heuristic for the Flexible Job-Shop Scheduling Problem with Fuzzy Processing Time  (Jian Lin, Dike Luo, Xiaodong Li, Kaizhou Gao, Yanan Liu)....Pages 75-86
 ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods  (Yuanlong Qin, Bo Yuan)....Pages 87-96
 An Evolutionary Algorithm with a New Coding Scheme for Multi-objective Portfolio Optimization  (Yi Chen, Aimin Zhou, Rongfang Zhou, Peng He, Yong Zhao, Lihua Dong)....Pages 97-109
 Exact Approaches for the Travelling Thief Problem  (Junhua Wu, Markus Wagner, Sergey Polyakovskiy, Frank Neumann)....Pages 110-121
 On the Use of Dynamic Reference Points in HypE  (Jingda Deng, Qingfu Zhang, Hui Li)....Pages 122-133
 Multi-Factorial Evolutionary Algorithm Based on M2M Decomposition  (Jiajie Mo, Zhun Fan, Wenji Li, Yi Fang, Yugen You, Xinye Cai)....Pages 134-144
 An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs  (Yuanjie Li, Shaowei Cai, Wenying Hou)....Pages 145-157
 Interactive Genetic Algorithm with Group Intelligence Articulated Possibilistic Condition Preference Model  (Xiaoyan Sun, Lixia Zhu, Lin Bao, Lian Liu, Xin Nie)....Pages 158-169
 GP-Based Approach to Comprehensive Quality-Aware Automated Semantic Web Service Composition  (Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann)....Pages 170-183
 Matrix Factorization Based Benchmark Set Analysis: A Case Study on HyFlex  (Mustafa Mısır)....Pages 184-195
 Learning to Describe Collective Search Behavior of Evolutionary Algorithms in Solution Space  (Lei Liu, Chengshan Pang, Weiming Liu, Bin Li)....Pages 196-207
Front Matter ....Pages 209-209
 A Hierarchical Decomposition-Based Evolutionary Many-Objective Algorithm  (Fangqing Gu, Hai-Lin Liu)....Pages 211-223
 Adjusting Parallel Coordinates for Investigating Multi-objective Search  (Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao)....Pages 224-235
 An Elite Archive-Based MOEA/D Algorithm  (Qingling Zhu, Qiuzhen Lin, Jianyong Chen)....Pages 236-247
 A Constraint Partitioning Method Based on Minimax Strategy for Constrained Multiobjective Optimization Problems  (Xueqiang Li, Shen Fu, Han Huang)....Pages 248-259
 A Fast Objective Reduction Algorithm Based on Dominance Structure for Many Objective Optimization  (Fangqing Gu, Hai-Lin Liu, Yiu-ming Cheung)....Pages 260-271
 A Memetic Algorithm Based on Decomposition and Extended Search for Multi-Objective Capacitated Arc Routing Problem  (Ronghua Shang, Yijing Yuan, Bingqi Du, Licheng Jiao)....Pages 272-283
 Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms  (Hemant Kumar Singh, Xin Yao)....Pages 284-296
 Multi-Objective Evolutionary Optimization for Autonomous Intersection Management  (Kazi Shah Nawaz Ripon, Jostein Solaas, Håkon Dissen)....Pages 297-308
 Study of an Adaptive Control of Aggregate Functions in MOEA/D  (Shinya Watanabe, Takanori Sato)....Pages 309-320
 Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms  (Ken Doi, Ryo Imada, Yusuke Nojima, Hisao Ishibuchi)....Pages 321-333
 Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level*  (Du Xin, Ni Youcong, Wu Xiaobin, Ye Peng, Xin Yao)....Pages 334-346
 Normalized Ranking Based Particle Swarm Optimizer for Many Objective Optimization  (Shi Cheng, Xiujuan Lei, Junfeng Chen, Jiqiang Feng, Yuhui Shi)....Pages 347-357
Front Matter ....Pages 359-359
 A Study on Pre-training Deep Neural Networks Using Particle Swarm Optimisation  (Angus Kenny, Xiaodong Li)....Pages 361-372
 Simple Linkage Identification Using Genetic Clustering  (Kei Ohnishi, Chang Wook Ahn)....Pages 373-384
 Learning of Sparse Fuzzy Cognitive Maps Using Evolutionary Algorithm with Lasso Initialization  (Kai Wu, Jing Liu)....Pages 385-396
 A Bayesian Restarting Approach to Algorithm Selection  (Yaodong He, Shiu Yin Yuen, Yang Lou)....Pages 397-408
 Evolutionary Learning Based Iterated Local Search for Google Machine Reassignment Problems  (Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song)....Pages 409-421
 Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression  (Qi Chen, Mengjie Zhang, Bing Xue)....Pages 422-434
 Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling  (Yi Mei, Su Nguyen, Mengjie Zhang)....Pages 435-447
 Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning  (Yi Liu, Bing Xue, Will N. Browne)....Pages 448-461
 Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization  (Qunjian Chen, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu)....Pages 462-472
 Effective Policy Gradient Search for Reinforcement Learning Through NEAT Based Feature Extraction  (Yiming Peng, Gang Chen, Mengjie Zhang, Yi Mei)....Pages 473-485
 Generalized Hybrid Evolutionary Algorithm Framework with a Mutation Operator Requiring no Adaptation  (Yong Wee Foo, Cindy Goh, Lipton Chan, Lin Li, Yun Li)....Pages 486-498
 A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors  (Harith Al-Sahaf, Bing Xue, Mengjie Zhang)....Pages 499-511
Front Matter ....Pages 513-513
 Running-Time Analysis of Particle Swarm Optimization with a Single Particle Based on Average Gain  (Wu Hongyue, Huang Han, Yang Shuling, Zhang Yushan)....Pages 515-527
 Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey  (Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang)....Pages 528-539
Front Matter ....Pages 541-541
 New Representations in Genetic Programming for Feature Construction in k-Means Clustering  (Andrew Lensen, Bing Xue, Mengjie Zhang)....Pages 543-555
 Transductive Transfer Learning in Genetic Programming for Document Classification  (Wenlong Fu, Bing Xue, Mengjie Zhang, Xiaoying Gao)....Pages 556-568
 Automatic Feature Construction for Network Intrusion Detection  (Binh Tran, Stjepan Picek, Bing Xue)....Pages 569-580
 A Feature Subset Evaluation Method Based on Multi-objective Optimization  (Mengmeng Li, Zhigang Shang, Caitong Yue)....Pages 581-590
 A Hybrid GA-GP Method for Feature Reduction in Classification  (Hoai Bach Nguyen, Bing Xue, Peter Andreae)....Pages 591-604
 Kernel Construction and Feature Subset Selection in Support Vector Machines  (Shinichi Yamada, Kourosh Neshatian)....Pages 605-616
 KW-Race and Fast KW-Race: Racing-Based Frameworks for Tuning Parameters of Evolutionary Algorithms on Black-Box Optimization Problems  (Mang Wang, Xin Tong, Bin Li)....Pages 617-628
Front Matter ....Pages 629-629
 A Probabilistic Learning Algorithm for the Shortest Path Problem  (Yiya Diao, Changhe Li, Yebin Ma, Junchen Wang, Xingang Zhou)....Pages 631-643
 A First-Order Difference Model-Based Evolutionary Dynamic Multiobjective Optimization  (Leilei Cao, Lihong Xu, Erik D. Goodman, Hui Li)....Pages 644-655
 A Construction Graph-Based Evolutionary Algorithm for Traveling Salesman Problem  (Gang Li, Zhi feng Hao, Hang Wei, Han Huang)....Pages 656-667
Front Matter ....Pages 669-669
 Bi-objective Water Cycle Algorithm for Solving Remanufacturing Rescheduling Problem  (Kaizhou Gao, Peiyong Duan, Rong Su, Junqing Li)....Pages 671-683
 A New Method for Constructing Ensemble Classifier in Privacy-Preserving Distributed Environment  (Yan Shao, Zhanjun Li, Ming Li)....Pages 684-693
 Greedy Based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem  (Wenxue Sun, Xinye Cai, Chao Xia, Muhammad Sulaman, Mustafa Mısır, Zhun Fan)....Pages 694-705
 Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem  (Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song)....Pages 706-715
 Evolutionary Optimization of Airport Security Inspection Allocation  (Zheng-Jie Fan, Yu-Jun Zheng)....Pages 716-726
 Evolving Directional Changes Trading Strategies with a New Event-Based Indicator  (Michael Kampouridis, Adesola Adegboye, Colin Johnson)....Pages 727-738
 Constrained Differential Evolution for Cost and Energy Efficiency Optimization in 5G Wireless Networks  (Rawaa Dawoud AL-Dabbagh, Ahmed Jasim Jabur)....Pages 739-750
 Evolutionary Computation to Determine Product Builds in Open Pit Mining  (Adam Ghandar)....Pages 751-762
 An Evolutionary Vulnerability Detection Method for HFSWR Ship Tracking Algorithm  (Pengju Zhang, Kun Wang, Ling Zhang, Zexiao Xie, Liqin Zhou)....Pages 763-773
 Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with a Mobile Sink  (Ying Li, Zhixing Huang, Jinghui Zhong, Liang Feng)....Pages 774-785
 Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution  (Mi Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang)....Pages 786-796
 Parallel Particle Swarm Optimization for Community Detection in Large-Scale Networks  (Shanfeng Wang, Maoguo Gong, Yue Wu, Xiaolei Qin)....Pages 797-809
 Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows  (Yanming Yang, Xiaoliang Ma, Yiwen Sun, Zexuan Zhu)....Pages 810-820
 Optimization of Spectrum-Energy Efficiency in Heterogeneous Communication Network  (Fangqing Gu, Ziquan Liu, Yiu-ming Cheung, Hai-Lin Liu)....Pages 821-832
 Large Scale WSN Deployment Based on an Improved Cooperative Co-evolution PSO with Global Differential Grouping  (Yazhen Zhang, Wei Fang)....Pages 833-842
Front Matter ....Pages 843-843
 Learning Fuzzy Cognitive Maps Using a Genetic Algorithm with Decision-Making Trial and Evaluation  (Xumiao Zou, Jing Liu)....Pages 845-857
 Dynamic and Adaptive Threshold for DNN Compression from Scratch  (Chunhui Jiang, Guiying Li, Chao Qian)....Pages 858-869
 Cooperative Design of Two Level Fuzzy Logic Controllers for Medium Access Control in Wireless Body Area Networks  (Seyed Mohammad Nekooei, Gang Chen, Ramesh Rayudu)....Pages 870-882
 Statistical Analysis of Social Coding in GitHub Hypernetwork  (Li Kuang, Feng Wang, Heng Zhang, Yuanxiang Li)....Pages 883-895
Front Matter ....Pages 897-897
 Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization  (Yangyang Li, Xiaoyu Bai, Xiaoxu Liang, Licheng Jiao)....Pages 899-910
 A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction  (Caitong Yue, Jing Liang, Boyang Qu, Hui Song, Guang Li, Yuhong Han)....Pages 911-919
 Multivariant Optimization Algorithm with Bimodal-Gauss  (Baolei Li, Jing Liang, Caitong Yue, Boyang Qu)....Pages 920-928
 Enhanced Comprehensive Learning Particle Swarm Optimization with Exemplar Evolution  (Xiang Yu, Yunan Liu, Xiangsheng Feng, Genhua Chen)....Pages 929-938
 Recommending PSO Variants Using Meta-Learning Framework for Global Optimization  (Xianghua Chu, Fulin Cai, Jiansheng Chen, Li Li)....Pages 939-948
 Augmented Brain Storm Optimization with Mutation Strategies  (Xianghua Chu, Jiansheng Chen, Fulin Cai, Chen Chen, Ben Niu)....Pages 949-959
 A New Precedence-Based Ant Colony Optimization for Permutation Problems  (Marco Baioletti, Alfredo Milani, Valentino Santucci)....Pages 960-971
 A General Swarm Intelligence Model for Continuous Function Optimization  (Satoru Iwasaki, Heng Xiao, Toshiharu Hatanaka, Takeshi Uchitane)....Pages 972-980
 A Hybrid Particle Swarm Optimization for High-Dimensional Dynamic Optimization  (Wenjian Luo, Bin Yang, Chenyang Bu, Xin Lin)....Pages 981-993
 Visualizing the Search Dynamics in a High-Dimensional Space for a Particle Swarm Optimizer  (Qiqi Duan, Chang Shao, Xiaodong Li, Yuhui Shi)....Pages 994-1002
 Particle Swarm Optimization with Winning Score Assignment for Multi-objective Portfolio Optimization  (Karoon Suksonghong, Kittipong Boonlong)....Pages 1003-1015
 Conservatism and Adventurism in Particle Swarm Optimization Algorithm  (Guangzhi Xu, Rui Li, Xinchao Zhao, Xingquan Zuo)....Pages 1016-1025
 A Competitive Social Spider Optimization with Learning Strategy for PID Controller Optimization  (Zhaolin Lai, Xiang Feng, Huiqun Yu)....Pages 1026-1038
Back Matter ....Pages 1039-1041