文件名称:
Intelligent.and.Evolutionary.Systems.3319490486
开发工具:
文件大小: 17mb
下载次数: 0
上传时间: 2016-11-18
详细说明： Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings (Proceedings in Adaptation, Learning and Optimization) 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 place intelligent 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. Table of Contents Chapter 1. An Evolutionary Optimization Approach for Path Planning of Arrival Aircraft for Optimal Sequencing Chapter 2. A Game-Theoretic Approach to the Analysis of Traffic Assignment Chapter 3. Impact of ALife Simulation of Darwinian and Lamarckian Evolutionary Theories Chapter 4. A Local Search Algorithm for Saving Energy Cost in Duty-Cycle Wireless Sensor Network Chapter 5. Obstacle Avoidance for Multi-agent Path Planning Based on Vectorized Particle Swarm Optimization Chapter 6. Resource Constrained Multi-project Scheduling: A Priority Rule Based Evolutionary Local Search Approach Chapter 7. Genetic Programming with Embedded Feature Construction for High-Dimensional Symbolic Regression Chapter 8. The Convolutional Neural Network Model Based on an Evolutionary Approach For Interactive Picture Book Chapter 9. Semi-automatic Picture Book Generation Based on Story Model and Agent-Based Simulation Chapter 10. Where Does My Brand End? An Overlapping Community Approach Chapter 11. Analysis of Parameter-Less Population Pyramid on the Local Distribution of Inferior Individuals Chapter 12. Integrating Class Information and Features in Cluster Analysis Based on Evolutionary Distance Metric Learning Chapter 13. Multiple Additional Sampling by Expected Improvement Maximization in Efficient Global Optimization for Real-World Design Problems Chapter 14. Dynamic Job Shop Scheduling Under Uncertainty Using Genetic Programming Chapter 15. Similarity Analysis of Survey on Employment Trends in Japan Chapter 16. On Deriving a Relationship Between Complexity and Fidelity in Rule Based Multi-agent Systems Chapter 17. Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation Chapter 18. Estimation of Distribution Algorithms with Graph Kernels for Graphs with Node Types Chapter 19. Generating Hub-Spoke Network for Public Transportation: Comparison Between Genetic Algorithm and Cuckoo Search Algorithm Chapter 20. Randomising Block Sizes for BlockCopy-Based Wind Farm Layout Optimisation Chapter 21. Optimization of Aircraft Landing Route and Order Based on Novelty Search Chapter 22. Design Strategy Generation for a Sounding Hybrid Rocket via Evolutionary Rule-Based Data Mining System Chapter 23. A Novel Binary Particle Swarm Optimization Algorithm and Its Applications on Knapsack and Feature Selection Problems Chapter 24. Particle Swarm Optimization for Yard Truck Scheduling in Container Terminal with a Cooperative Strategy Chapter 25. A Method to Reduce the Amount of Inventoried Stock in Thai Supply Chain Chapter 26. Increasing Stability of Human Interaction Against Time Delay on Perceptual Crossing Experiment Chapter 27. Differential Evolution with Landscape-Based Operator Selection for Solving Numerical Optimization Problems Chapter 28. The Effect of Word-of-Mouth in U-Mart Artificial Futures Market Chapter 29. Multiple Imputation and Ensemble Learning for Classification with Incomplete Data Chapter 30. CMA-ES with Surrogate Model Adapting to Fitness Landscape Chapter 31. An Evolutionary Simulating Annealing Algorithm for Google Machine Reassignment Problem Chapter 32. Mobile Agent Based Obstacle Avoidance in Multi-robot Hunting Chapter 33. Communication-Less Cooperative Q-Learning Agents in Maze Problem Chapter 34. Autonomous Task Allocation for Swarm Robotic Systems Using Behavioral Decomposition Chapter 35. Acquisition of Cooperative Action by Rescue Agents with Distributed Roles Chapter 36. An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems ...展开收缩
(系统自动生成,下载前可以参看下载内容)
下载文件列表
相关说明
- 本站资源为会员上传分享交流与学习,如有侵犯您的权益,请联系我们删除.
- 本站是交换下载平台，提供交流渠道，下载内容来自于网络，除下载问题外，其它问题请自行百度。
- 本站已设置防盗链，请勿用迅雷、QQ旋风等多线程下载软件下载资源，下载后用WinRAR最新版进行解压.
- 如果您发现内容无法下载，请稍后再次尝试；或者到消费记录里找到下载记录反馈给我们.
- 下载后发现下载的内容跟说明不相乎，请到消费记录里找到下载记录反馈给我们，经确认后退回积分.
- 如下载前有疑问，可以通过点击"提供者"的名字，查看对方的联系方式，联系对方咨询.
