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  • Conference proceedings
  • © 2017

Intelligent and Evolutionary Systems

The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings

  • Presents recent research on Intelligent and Evolutionary Systems
  • Proceedings of the 20thAsiaPacific Symposium on Intelligent and Evolutionary Systems IES 2016, held at November 16-18 2016 in Canberra, Australia
  • Interdisciplinary book targeting towards researchers in applied and computer science
  • Includes supplementary material: sn.pub/extras

Part of the book series: Proceedings in Adaptation, Learning and Optimization (PALO, volume 8)

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Table of contents (36 papers)

  1. Front Matter

    Pages i-xiv
  2. A Game-Theoretic Approach to the Analysis of Traffic Assignment

    • Caixia Li, Sreenatha G. Anavatti, Tapabrata Ray, Hyungbo Shim
    Pages 17-30
  3. Impact of ALife Simulation of Darwinian and Lamarckian Evolutionary Theories

    • Yuliya Betkher, Nuno Nabais, Vitor Santos
    Pages 31-43
  4. A Local Search Algorithm for Saving Energy Cost in Duty-Cycle Wireless Sensor Network

    • Huynh Thi Thanh Binh, Vo Khanh Trung, Ngo Hong Son, Eryk Dutkiewicz, Diep N. Nguyen
    Pages 45-59
  5. Obstacle Avoidance for Multi-agent Path Planning Based on Vectorized Particle Swarm Optimization

    • Sumana Biswas, Sreenatha G. Anavatti, Matthew A. Garratt
    Pages 61-74
  6. Resource Constrained Multi-project Scheduling: A Priority Rule Based Evolutionary Local Search Approach

    • Ripon K. Chakrabortty, Ruhul A. Sarker, Daryl L. Essam
    Pages 75-86
  7. The Convolutional Neural Network Model Based on an Evolutionary Approach For Interactive Picture Book

    • Saya Fujino, Taku Hasegawa, Miki Ueno, Naoki Mori, Keinosuke Matsumoto
    Pages 103-116
  8. Semi-automatic Picture Book Generation Based on Story Model and Agent-Based Simulation

    • Kiyohito Fukuda, Saya Fujino, Naoki Mori, Keinosuke Matsumoto
    Pages 117-132
  9. Where Does My Brand End? An Overlapping Community Approach

    • Ademir C. Gabardo, Regina Berretta, Natalie J. de Vries, Pablo Moscato
    Pages 133-148
  10. Analysis of Parameter-Less Population Pyramid on the Local Distribution of Inferior Individuals

    • Taku Hasegawa, Yuta Araki, Naoki Mori, Keinosuke Matsumoto
    Pages 149-164
  11. Integrating Class Information and Features in Cluster Analysis Based on Evolutionary Distance Metric Learning

    • Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
    Pages 165-181
  12. Dynamic Job Shop Scheduling Under Uncertainty Using Genetic Programming

    • Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
    Pages 195-210
  13. Similarity Analysis of Survey on Employment Trends in Japan

    • Masao Kubo, Hiroshi Sato, Akihiro Yamaguchi, Yuji Aruka
    Pages 211-221
  14. Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation

    • Yuyu Liang, Mengjie Zhang, Will N. Browne
    Pages 237-250
  15. Generating Hub-Spoke Network for Public Transportation: Comparison Between Genetic Algorithm and Cuckoo Search Algorithm

    • Takahiro Majima, Keiki Takadma, Daisuke Watanabe, Mitujiro Katuhara
    Pages 263-275

About this book

Over the last two decades the field of Intelligent Systems delivered to human kind significant achievements, while also facing major transformations. 20 years ago, automation and knowledge-based AI were still the dominant paradigms fueling the efforts of both researchers and practitioners. Later, 10 years ago, statistical machine intelligence was on the rise, heavily supported by the digital computing, and led to the unprecedented advances in and dependence on digital technology. However, the resultant intelligent systems remained designer-based endeavors and thus, were limited in their true learning and development abilities.

Today, the challenge is to have in placeintelligent systems that can develop themselves on behalf of their creators, and gain abilities with no or limited supervision in the tasks they are meant to perform. Cognitive development systems, and the supporting cognitive computing are on the rise today, promising yet other significant achievements for the future of human kind.

This book captures this unprecedented evolution of the field of intelligent systems, presenting a compilation of studies that covers all research directions in the field over the last two decades, offering to the reader a broad view over the field, while providing a solid foundation from which outstanding new ideas may emerge.

Editors and Affiliations

  • School of Engineering and Information Technology, Australian Defence Force Academy, The University of New South Wales, Canberra, Australian Capital Territory, Australia

    George Leu, Hemant Kumar Singh, Saber Elsayed

Bibliographic Information

  • Book Title: Intelligent and Evolutionary Systems

  • Book Subtitle: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings

  • Editors: George Leu, Hemant Kumar Singh, Saber Elsayed

  • Series Title: Proceedings in Adaptation, Learning and Optimization

  • DOI: https://doi.org/10.1007/978-3-319-49049-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2017

  • Hardcover ISBN: 978-3-319-49048-9Published: 09 November 2016

  • Softcover ISBN: 978-3-319-84076-5Published: 29 June 2018

  • eBook ISBN: 978-3-319-49049-6Published: 08 November 2016

  • Series ISSN: 2363-6084

  • Series E-ISSN: 2363-6092

  • Edition Number: 1

  • Number of Pages: XIV, 510

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access