August 31, Friday
09:00-09:20 Registration
09:20-09:50 Opening (Chair: Hisao Ishibuchi, Southern University of Science and Technology)
Xin Yao, Southern University of Science and Technology (SUSTech)
09:50-10:50 Keynote Talk I (Chair: Hisao Ishibuchi, Southern University of Science and Technology)
Ke Tang, Southern University of Science and Technology (SUSTech)“Scalable Evolutionary Search in the Big Data Era - Challenges and Opportunities”
10:50-11:10 Break
11:10-12:10 Keynote Talk II (Chair: Ryoji Tanabe, Southern University of Science and Technology)
Ran Cheng, Southern University of Science and Technology (SUSTech)“Computational Intelligence for Large-scale Optimization”
12:10-14:00 Lunch
14:00-15:00 Keynote Talk III (Chair: Hiroyuki Sato, The University of Electro-Communications)
Qingfu Zhang, City University of Hong Kong
“Use of Traditional Optimization Methods on Multiobjective Evolutionary Computation”
15:00-15:20 Break
15:20-17:20 Poster Presentations 1 (Chair: Yoshikawa Tomohiro, Nagoya University)(s) and * respectively indicate a student paper and the presenter

1-1 (s)

Real-Time Ranking of Contribution of People to Human-Based Evolutionary Search*Yunhao Zhu, Soshi Kamitaki, and Kei Ohnishi (Kyushu Institute of Technology)

1-2Enhancing Multi-Objective Bayesian Optimization with the Probability to Belong to the Pareto Set*Pramudita Satria Palar and Koji Shimoyama (Tohoku University)

1-3

A Double-Niched Method for Multi-Modal Multi-Objective Evolutionary Optimization
Yiping Liu (Osaka Prefecture University), Hisao Ishibuchi (Southern University of Science and Technology), *Yusuke
Nojima, Naoki Masuyama (Osaka Prefecture University), and Ke Shang (Southern University of Science and Technology)

1-4 (s)Multifactorial Optimization by Task Selective Artificial Bee Colony*Gen Yokoya and Toshiharu Hatanaka (Osaka University)

1-5 (s)Approximation of the Pareto Optimal Solutions by a Neural Network Based on Solutions Obtained by Evolutionary
Algorithms*Yuki Tanigaki, Naoki Masuyama, Yusuke Nojima (Osaka Prefecture University), and Hisao Ishibuchi (SouthernUniversity of Science and Technology)

1-6 (s)A DE Based Parameter Optimization in Simple Reservoir Computing Systems*Naoki Sakamoto and Toshimichi Saito (Hosei University)

1-7 (s)A Preliminary Study on Weight Vector Distribution Control Based on Intermediate Objective Value*Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato (The University of Electro-Communications)

1-8

Adapting Normal Distribution of Evolution Strategy via Approximated Quadratic Landscape*Kazuyuki Masutomi (Central Research Institute of Electric Power Industry)

1-9 (s)Optimal Feature Selection for Intrusion Detection Systems Employing Multi-Objective Genetic Algorithm*Chang Geng and Masaharu Munetomo (Hokkaido University)

1-10 (s)Evolutionary Multitasking for Single Objective Optimization with Hybrid Swarm*Heng Xiao and Toshiharu Hatanaka (Osaka University)

18:00-20:00 DinnerSeptember 1, Saturday
9:00-10:20 Invited Talk I (Chair: Yusuke Nojima, Osaka Prefecture University)
Hiroyuki Sato, The University of Electro-Communications“Evolutionary Many-objective Optimization: Difficulties and Approaches”
10:20-10:40 Break
10:40-12:00 Invited Talk II (Chair: Masaya Nakata, Yokohama National University)
Shinichi Shirakawa, Yokohama National University“Designing Deep Neural Network Structures Based on Evolutionary Computation”
12:00-13:00 Lunch
13:00-15:00 Poster Presentations 2 (Chair: Shinya Watanabe, Muroran Institute of Technology)(s) and * respectively indicate a student paper and the presenter

2-1 (s)Introducing a Penalty Term to Control Structure Complexity in Dynamic Optimization of Neural Network Structures*Shota Saito and Shinichi Shirakawa (Yokohama National University)

2-2 (s)Vegetation Evolution for Numerical Optimization*Jun Yu and Hideyuki Takagi (Kyushu University)

2-3

An Improved One-By-One Selection Based Many-Objective Evolutionary Algorithm
Yiping Liu (Osaka Prefecture University), Hisao Ishibuchi (Southern University of Science and Technology), *Yusuke
Nojima, Naoki Masuyama (Osaka Prefecture University), and Ke Shang (Southern University of Science and Technology)

2-4 (s)Dynamic Selection of Image Processing Filters for Convolutional Neural Networks*Yusei Kawai and Shinichi Shirakawa (Yokohama National University)

2-5 (s)Preliminary Study of Multi-Objective Air Traffic Optimization by Using Step Back Cellular Automaton*Katsuhiro Sekine, Tomoaki Tatsukawa, Shinsuke Nagaoka, and Kozo Fujii (Tokyo University of Science)

2-6

A Comparative Study of Evaluation Methods for Infeasible Solutions on Constrained MOEA/D with Directed Matingand Archives*Minami Miyakawa (Hosei University, JSPS Research Fellow), Hiroyuki Sato (The University of Electro-Communications),
and Yuji Sato (Hosei University)

2-7 (s)Comparative Study on Evolutionary Algorithms for Multi-Objective Tour Guide Assignment Problem*Lina Setiyani and Takeo Okazaki (University of the Ryukyus)

2-8 (s)Adaptation of Weight Vectors and the Neighborhood Size in MOEA/D for Inverted Triangular Pareto Fronts
Ryo Imada, *Yuki Tanigaki, Naoki Masuyama, Yusuke Nojima (Osaka Prefecture University), and Hisao Ishibuchi (SouthernUniversity of Science and Technology)

2-9

EMO Approach for The L1-Normalization of Neural Networks
Misaki Kitahashi and *Hisashi Handa (Kindai University)

15:00-15:20 Break
15:20-17:20 Poster Presentations 3 (Chair: Minami Miyakawa, Hosei University)(s) and * respectively indicate a student paper and the presenter

3-1 (s)Data-Driven Approach for Functional Brain Image Analysis -Solution Exploration of Important Functional
Connectivity Using The Pareto Solution Set*Akihiro Fujii, Satoru Hiwa, and Tomoyuki Hiroyasu (Doshisha University)

3-2 (s)The Influence of Parent Population Size on the Performance of NSGA-II*Tatsumasa Ishikawa (Tokyo University of Agriculture and Technology) and Akira Oyama (Japan Aerospace ExplorationAgency)

3-3 (s)

MOEA/D for Multi-Task Multi-Objective Optimization*Ryuichi Hashimoto, Naoki Masuyama, Yusuke Nojima, and Hisao Ishibuchi (Southern University of Science andTechnology)

3-4

A Preliminary Study on Collaboration Model of Sparsely-Synchronized Heterogeneous Coevolution
Yuki Nakashima, Jun-ichi Matsuoka, Asuka Hisatomi, and *Satoshi Ono (Kagoshima University)

3-5 (s)Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution: Toward Finite-Sample
Analysis on Convex Quadratic Functions*Kento Uchida (Yokohama National University), Youhei Akimoto (University of Tsukuba), and Shinichi Shirakawa(Yokohama National University)

3-6

A Decomposition-Based Multi-Modal Multi-Objective Optimizer*Ryoji Tanabe and Hisao Ishibuchi (Southern University of Science and Technology)

3-7 (s)An Infeasible Solution Repair Switching Addition and Deletion Operations for Evolutionary Multi-Objective Set
Packing Optimization*Mariko Tanaka and Hiroyuki Sato (The University of Electro-Communications)

3-8 (s)Dynamic Feature Construction for Neural Networks Using Probabilistic Model-Based Genetic Programming*Hirokazu Kobayashi, Shota Saito, and Shinichi Shirakawa (Yokohama National University)

3-9

Evolutionary Fuzzy Classifier Design Using Outputs by a Deep Convolutional Neural Network*Yusuke Nojima (Osaka Prefecture University), Sota Sakai, Naoki Masuyama, and Hisao Ishibuchi (Southern University ofScience and Technology)

3-10 (s)Application of PSO to Dynamic Maximum Power Point Tracking*Tomoyuki Togawa, Shin Yasukawa, and Toshimichi Saito (Hosei University)

17:20-17:50 Closing