인공지능 특강





 

날짜

논문목록 논문파일 발표자료
3/4,3/6 과목소개 및 개요

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3/11,3/13 기초-1(인공생명 연구개요 및 이슈)
  • M. A. Bedau, J. S. Mccaskill, N. H. Packard, S. Rasmussen, C. Adami, D. G. Green, I. Harvey, T. Ikegami, K. Kaneko, and T. S. Ray, "Open problems in artificial life," Artificial Life, vol. 6, pp. 363-376, 2000.

  • J. Hu, H. Hu and Y. F. Hu, "Research into models and algorithms of artificial life," Artificial Intelligence in Engineering, vol. 10, no. 4, pp. 299-310, 1996.

  • N. Forbes, "Life as it could be: Alife attempts to simulate evolution," IEEE Intelligent Systems, vol. 15, no. 6, pp. 2-7, Nov/Dec 2000. 

  • 비디오 파일 [video] "Karl Sims"

 

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3/18,3/20 기초-2(Evolutionary Algorithm)
  • 마이크로 소프트웨어 "진화연산" 특집기사

  • H.-S. Kim and S.-B. Cho, "Application of interactive genetic algorithm to fashion design," Engineering Applications of Artificial Intelligence, vol. 13, no. 6, pp. 635-644, Dec 2000. 

  • H. Takagi, "Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation," Proceedings of the IEEE, vol. 89, no. 9, pp. 1275-1296, Sep 2001. 

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3/25,3/27 기초-3(Cellular Automata)
  • P. Sarkar, "A brief history of cellular automata," ACM Computing Surveys, vol. 32, no. 1, pp. 80-107, March 2000. 

  • A. C. de la Torre and H. O. Martin, "A survey of cellular automata like the "game of life"," Physica A: Statistical and Theoretical Physics, vol. 240, no. 3-4, pp. 560-570, June 1997. 

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4/1,4/3 응용-1(Art & Design)
  • F. R. Miranda, J. E. K. Jr, E. D. M. Hernandez, M. L. Netto, "An artificial life approach for the animation of cognitive characters," Computers & Graphics, vol. 25, pp. 955-964, 2001. 

  • A. Pina, E. Cerezo and F. J. Seron, "Computer animation: From avatars to unrestricted autonomous actors (A survey on replication and modelling mechanisms)," Computer & Graphics, vol. 24, pp. 297-311, 2000. 

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4/8,4/10 응용-2(Graphics)

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4/15,4/17 응용-3(Entertainment)
  • P. Maes, "Artificial life meets entertainment: Lifelike autonomous agents," Communications of the ACM, vol. 38, no. 11, 1995. 

  • S. Grand, D. Cliff and A. Malhotra, "Creatures: Artificial life autonomous software agents for home entertainment," Proc. of the 1st Conf. on Autonomous Agents, 1997. 

  • J. B. Pollack, et al., "Coevolution of a backgammon player," Proc. of the 5th Artificial Life Conference, 1996. 

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4/22 중간시험

4/29,5/1

응용-4(Robotics)
  • R. A. Brooks, "Artificial life and real robots," Towards a Practice of Autonomous Systems: European Conference on Artificial Life, Paris, France, MIT Press, pp. 3-10, Dec 1991.

  • S. Nolfi and D. Floreano, "Synthesis of autonomous robots through evolution," Trends in Cognitive Sciences, vol. 6, no. 1, pp. 31-37, Jan 2002.

  • R. Brooks, "From robot dreams to reality," Nature, vol. 406, pp. 945-947, August 2000. 

  • M. J. B. Krieger, J.-B. Billeter, and L. Keller, "Ant-like task allocation and recruitment in cooperative robots," Nature, vol. 406, pp. 992-995, August 2000.

  • H. Lipson and J. B. Pollack, "Automatic design and manufacture of robotic lifeforms," Nature, vol. 406, pp. 974-978, August, 2000. 

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5/10 프로젝트 제안서 발표
5/13,5/15 응용-5(Economics)
  • L. Tesfatsion, "Agent-based computational economics: Growing economics from the bottom up," Artificial Life, vol. 8, no. 1, pp. 55-82, 2002. 

  • J. O. Kephart, J. E. Hanson, and J. Siramesh, "Price and niche wars in a free-market economy of software agents," Artificial Life, vol. 4, no. 1, pp. 1-23, 1998.

  • J. D. Farmer, and A. W. Lo, "Frontiers of finance: Evolution and efficient markets," Proceedings of the National Academy of Science, vol. 96, pp. 9991-9992, 1999.  

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5/20,5/22 응용-6(Security)
  • P. K. Harmer, P. D. Williams, G. H. Gunsch and G. B. Lamont, "An artificial immune system architecture for computer security applications," IEEE Trans. on Evolutionary Computation, vol. 6, no. 3, pp. 252-279, 2002. 

  • D. Dasgupta and F. Gonzalez, "An immunity-based technique to characterize intrusions in computer networks," IEEE Trans. on Evolutionary Computation, vol. 6, no. 3, pp. 281-291, 2002.

  • M. Corner, C. Patel, and M. Little, "Genetic algorithm/artificial life evolution of security vulnerability agents," IEEE Military Communications Conference Proceedings, vol. 1, pp. 739-743, 1999.  

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5/27,5/29

응용-7(Medicine)
  • P. S. Ngan, M. L. Wong, W. Lam, K. S. Leung and J. C. Y. Cheng, "Medical data mining using evolutionary computation," Artificial Intelligence in Medicine, vol. 16, pp. 73-96, 1999.

  • C. A. Pena-Reyes and M. Shipper, "Evolutionary computation in medicine: An overview," Artificial Intelligence in Medicine, vol. 19, pp. 1-23, 2000.

  • D. J. Smith, et. al, "Variable efficacy of repeated annual influenza vaccination," PNAS, vol. 96, no. 14, 1999.   

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6/3,6/5 응용-8(Electronics)
  • T. Higuchi, M. Iwata, D. Keymeulen et al., "Real-world applications of analog and digital evolvable hardware," IEEE Trans. on Evolutionary Computation, vol. 3, no. 3, pp. 220-235, Sep 1999.

  • D. Mange, M. Sipper, A. Stauffer and G. Tempesti, "Toward robust integrated circuits: The embryonics approach," Proc. of the IEEE, vol. 88, no. 4, pp. 516-541, 2000.

  • M. Sipper and E. M. A. Ronald, "A new species of hardware,"  IEEE Spectrum, vol. 37, no. 3, pp. 59-64, 2000. 

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6/14 프로젝트 결과발표
6/17 기말시험