《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES...

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《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings》
智能与进化系统：第二十届亚太学术讨论会，2016，堪培拉，澳大利亚，2016年11月，会议录
编者：
George Leu
Hemant Kumar Singh
Saber Elsayed
出版社：Springer
出版时间：2017年

《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Austral ...

《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Austral ...

《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Austral ...

《Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Austral ...

目录
An Evolutionary Optimization Approach for Path Planning
of Arrival Aircraft for Optimal Sequencing . . . . . . . . . . . . . . . . . . . . . . . 1
Md Shohel Ahmed, Sameer Alam and Michael Barlow
A Game-Theoretic Approach to the Analysis of Traffic Assignment. . . . 17
Caixia Li, Sreenatha G. Anavatti, Tapabrata Ray and Hyungbo Shim
Impact of ALife Simulation of Darwinian and Lamarckian
Evolutionary Theories. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
Yuliya Betkher, Nuno Nabais and Vitor Santos
A Local Search Algorithm for Saving Energy Cost in Duty-Cycle
Wireless Sensor Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
Huynh Thi Thanh Binh, Vo Khanh Trung, Ngo Hong Son,
Eryk Dutkiewicz and Diep N. Nguyen
Obstacle Avoidance for Multi-agent Path Planning Based
on Vectorized Particle Swarm Optimization . . . . . . . . . . . . . . . . . . . . . . . 61
Sumana Biswas, Sreenatha G. Anavatti and Matthew A. Garratt
Resource Constrained Multi-project Scheduling: A Priority
Rule Based Evolutionary Local Search Approach . . . . . . . . . . . . . . . . . . 75
Ripon K. Chakrabortty, Ruhul A. Sarker and Daryl L. Essam
Genetic Programming with Embedded Feature Construction
for High-Dimensional Symbolic Regression. . . . . . . . . . . . . . . . . . . . . . . . 87
Qi Chen, Mengjie Zhang and Bing Xue
The Convolutional Neural Network Model Based
on an Evolutionary Approach For Interactive Picture Book . . . . . . . . . . 103
Saya Fujino, Taku Hasegawa, Miki Ueno, Naoki Mori
and Keinosuke Matsumoto
xi
Semi-automatic Picture Book Generation Based on Story
Model and Agent-Based Simulation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
Kiyohito Fukuda, Saya Fujino, Naoki Mori
and Keinosuke Matsumoto
Where Does My Brand End? An Overlapping Community
Approach. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133
Ademir C. Gabardo, Regina Berretta, Natalie J. de Vries
and Pablo Moscato
Analysis of Parameter-Less Population Pyramid
on the Local Distribution of Inferior Individuals . . . . . . . . . . . . . . . . . . . 149
Taku Hasegawa, Yuta Araki, Naoki Mori and Keinosuke Matsumoto
Integrating Class Information and Features in Cluster
Analysis Based on Evolutionary Distance Metric Learning . . . . . . . . . . . 165
Wasin Kalintha, Satoshi Ono, Masayuki Numao and Ken-ichi Fukui
Multiple Additional Sampling by Expected Improvement
Maximization in Efficient Global Optimization for Real-World
Design Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 183
Masahiro Kanazaki, Taro Imamura, Takashi Matsuno
and Kazuhisa Chiba
Dynamic Job Shop Scheduling Under Uncertainty
Using Genetic Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195
Deepak Karunakaran, Yi Mei, Gang Chen and Mengjie Zhang
Similarity Analysis of Survey on Employment Trends
in Japan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211
Masao Kubo, Hiroshi Sato, Akihiro Yamaguchi and Yuji Aruka
On Deriving a Relationship Between Complexity and Fidelity
in Rule Based Multi-agent Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223
Erandi Lakshika and Michael Barlow
Feature Construction Using Genetic Programming
for Figure-Ground Image Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . 237
Yuyu Liang, Mengjie Zhang and Will N. Browne
Estimation of Distribution Algorithms with Graph Kernels
for Graphs with Node Types . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251
Kenta Maezawa and Hisashi Handa
Generating Hub-Spoke Network for Public Transportation:
Comparison Between Genetic Algorithm and Cuckoo Search
Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263
Takahiro Majima, Keiki Takadma, Daisuke Watanabe
and Mitujiro Katuhara
xii Contents
Randomising Block Sizes for BlockCopy-Based Wind Farm
Layout Optimisation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Michael Mayo, Maisa Daoud and Chen Zheng
Optimization of Aircraft Landing Route and Order Based
on Novelty Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291
Akinori Murata, Hiroyuki Sato and Keiki Takadama
Design Strategy Generation for a Sounding Hybrid Rocket
via Evolutionary Rule-Based Data Mining System . . . . . . . . . . . . . . . . . . 305
Masaya Nakata and Kazuhisa Chiba
A Novel Binary Particle Swarm Optimization Algorithm
and Its Applications on Knapsack and Feature Selection Problems . . . . 319
Bach Hoai Nguyen, Bing Xue and Peter Andreae
Particle Swarm Optimization for Yard Truck Scheduling
in Container Terminal with a Cooperative Strategy. . . . . . . . . . . . . . . . . 333
Ben Niu, Fangfang Zhang, Li Li and Lang Wu
A Method to Reduce the Amount of Inventoried Stock
in Thai Supply Chain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347
Tomohito Okada, Akira Namatame, Hiroshi Sato and Saori Iwanaga
Increasing Stability of Human Interaction Against Time Delay
on Perceptual Crossing Experiment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 361
Sohtaroh Saitoh, Hiroyuki Iizuka and Masahito Yamamoto
Differential Evolution with Landscape-Based Operator Selection
for Solving Numerical Optimization Problems . . . . . . . . . . . . . . . . . . . . . 371
Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker
and Daryl L. Essam
The Effect of Word-of-Mouth in U-Mart Artificial Futures Market . . . . 389
Hiroshi Sato, Tomohiro Shirakawa and Daisuke Nakagawa
Multiple Imputation and Ensemble Learning for Classification
with Incomplete Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401
Cao Truong Tran, Mengjie Zhang, Peter Andreae, Bing Xue
and Lam Thu Bui
CMA-ES with Surrogate Model Adapting to Fitness Landscape. . . . . . . 417
Kento Tsukada, Taku Hasegawa, Naoki Mori
and Keinosuke Matsumoto
An Evolutionary Simulating Annealing Algorithm for Google
Machine Reassignment Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 431
Ayad Turky, Nasser R. Sabar and Andy Song
Contents xiii
Mobile Agent Based Obstacle Avoidance in Multi-robot Hunting. . . . . . 443
Shiyou Uehara, Munehiro Takimoto and Yasushi Kambayashi
Communication-Less Cooperative Q-Learning Agents in Maze
Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453
Fumito Uwano and Keiki Takadama
Autonomous Task Allocation for Swarm Robotic Systems Using
Behavioral Decomposition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 469
Yufei Wei, Toshiyuki Yasuda and Kazuhiro Ohkura
Acquisition of Cooperative Action by Rescue Agents
with Distributed Roles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 483
Mengchun Xie, Mitsutoshi Murata and Shoma Sato
An Evolutionary Framework for Bi-objective Dynamic Economic
and Environmental Dispatch Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . 495
Forhad Zaman, Saber M. Elsayed, Tapabrata Ray
and Ruhul A. Sarker
Author Index. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509


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