Paired comparison-based interactive differential evolution

2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings

Volumn , Issue , 2009, Pages 475-480

  Takagi, Hideyuki ^a   Pallez, Denis ^b  

^a KYUSHU UNIVERSITY   (Japan)

^b UNIVERSITÉ CÔTE D'AZUR   (France)

Author keywords

Differential evolution; Evolutionary algorithms; Gaussian mixture model; Interactive evolutionary computation; Paired comparison

Indexed keywords

CONVERGENCE PERFORMANCE; CONVERGENCE SPEED; DIFFERENTIAL EVOLUTION; GAUSSIAN MIXTURE MODEL; INTERACTIVE EVOLUTIONARY COMPUTATION; INTERACTIVE GENETIC ALGORITHM; PAIRED COMPARISON;

CALCULATIONS; COMMUNICATION CHANNELS (INFORMATION THEORY); CONVERGENCE OF NUMERICAL METHODS; INTEGRODIFFERENTIAL EQUATIONS; MATHEMATICAL MODELS; USER INTERFACES;

EVOLUTIONARY ALGORITHMS;

EID: 77949604709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NABIC.2009.5393359     Document Type: Conference Paper

References (15)

1. H. Takagi, "Interactive Evolutionary Computation: Fusion of the Capacities of EC Optimization and Human Evaluation," in IEEE, 2001, pp. 1275-1296.
2. D. Costelloe and C. Ryan, "Genetic Programming for Subjective Fitness Function Identification," in Genetic Programming, LNCS, Ed., 2004, pp. 259-268.
3. X. Llorà and K. Sastry, "Combating User Fatigue in iGAs : Partial Ordering , Support Vector Machines and Synthetic Fitness," in GECCO, Washington, D.C., USA, 2005, pp. 1363-1370.
4. X. Llorà, K. Sastry, and F. Alias, "Analyzing Active Interactive Genetic Algorithms using Visual Analytics," in Genetic and Evolutionary Computation (GECCO), Seattle, Washington, USA, 2006, pp. 1417-1418.
5. T. Holmes and J. Zanker, "Eye on the Prize: Using Overt Visual Attention to Drive Fitness for Interactive Evolutionary Computation," in GECCO (Genetic and Evolutionary Computation COnference), Atlanta, Georgia, USA, 2008, pp. 1531-1538.
6. D. Pallez, P. Collard, T. Baccino, and L. Dumercy, "Eye-Tracking Evolutionary Algorithm to minimize user fatigue in IEC applied to Interactive One-Max problem," in GECCO (Genetic and Evolutionary Computation COnference), University College, London, 2007, pp. 2883-2886.
7. B. Johanson, "Automated Fitness Raters for the GP-Music System," University of Birmingham, Masters Degree Final Project 1997.
8. Y. Nakano and H. Takagi, "Influence of Quantization Noise in Fitness on the Performance of Interactive PSO," in Congress on Evolutionary Computation, Trondheim, Norway, 2009.
9. R. Storn and K. Price, "Differential Evolution - A Simple and Efficient Heuristic for global Optimization over Continuous Spaces," Journal of Global Optimization, vol. 11, pp. 341-359, 1997.
10. T. Akbal, G. N. Demir, A. E. Kanlikiliçer, M. C. Kus, and F. H. Ulu, "Interactive Nature-Inspired Heuristics for Automatic Facial Composite Generation," in Genetic and Evolutionary Computation Conference (GECCO), Undergraduate Student Workshop, Seattle, WA, USA, 2006.
11. A. E. Kanlikiliçer, "Interactive Differential Evolution for Facial Composite Generation," in Genetic and Evolutionary Computation (GECCO), Seatle, USA, 2006.
12. B. Kurt, A. S. Etaner-Uyar, T. Akbal, N. Demir, A. E. Kanlikilicer, M. C. Kus, and F. H. Ulu, "Active Appearance Model-Based Facial Composite Generation with Interactive Nature-Inspired Heuristics " in Multimedia Content Representation, Classification and Security, Lecture Notes in Computer Science. vol. 4105, 2006, pp. 183-190.
13. P. J. Angeline and J. B. Pollack, "Competitive Environments Evolve Better Solutions for Complex Tasks," in 5th International Conference on Genetic Algorithms, Urbana/Champaign IL, USA, 1993, pp. 264-270.
14. L. Panait and S. Luke, "A Comparison Of Two Competitive Fitness Functions," in GECCO (Genetic and Evolutionary Computation COnference), 2002, pp. 503-511.
15. A. P. Engelbrecht, Computational Intelligence: An Introduction, Second Edition ed.: John Wiley and Sons, 2007.