Neural networks and genetic algorithms for combinatorial optimization of sensor data fusion

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 1699, Issue , 1992, Pages 108-115

  DeCegama, Angel ^a   Smith, Jeff ^a  

^a Lockheed Sanders Inc ^*

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL OPTIMIZATION; GENETIC ALGORITHMS; SIGNAL PROCESSING; SIMULATED ANNEALING;

COMBINATORIAL OPTIMIZATION PROBLEMS; COMPUTATIONAL EFFORT; COMPUTATIONAL POWER; DISTRIBUTED REPRESENTATION; HIGH-QUALITY SOLUTIONS; NEURAL NETWORKS AND GENETIC ALGORITHMS; PARALLEL PROCESSING; REAL TIME PERFORMANCE;

SENSOR DATA FUSION;

EID: 33747841629     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.138215     Document Type: Conference Paper

References (12)

1. "Data Association in Multi-Target Tracking: A solution using a Layered Boltzmann Machine", R. A. Iltis and P. Y. Ting, 1991 IEEE Conference on Neural Networks Proceedings.
2. "Computing Association Probabilities using a Layered Boltzmann machine", R. A. Iltis and P. Y. Ting, Technical Report 90-28, Department of Electrical and Computer Engineering, University of California, Santa Barbara, November 1990.
3. "Learning by Parallel Boltzmann Machines", B. Apolloni and D. deFalco, IEEE Transactions on Information Theory, Vol. 37, No. 4, July 1991.
4. "Fast Simulated Annealing", H. Szu, American Institute of Physics Conference Proceedings 151 (1986) Neural Networks for Computing, T. S. Denker, Editor.
5. "Optimization using Neural Networks", G. Taglianini, J. F. Christ and E. W. Page, IEEE Transactions on Computers, Vol. 40, No. 12, December 1991.
6. "Design of Parallel Distributed Cauchy Machines", T. Takefuji and H. Szu, 1989 IEEE Conference on Neural Networks Proceedings.
7. "Combinational Optimization with Gaussian Machines", T. Akiyama, et al., 1989 IEEE Conference on Neural Networks Proceedings.
8. "Neural Network Approaches to Multi-Target Tracking", R. M. Kuszewski, 1989 IEEE Conference on Neural Networks Proceedings.
9. "Combinational Optimization using a Continuous State Boltzmann Machine", K. M. Gutzmann, 1987 IEEE Conference on Neural Networks Proceedings.
10. "A Learning Algorithm for Boltzmann Machines", D. Ackley, G. Hinton, T. Sejnowksi, Cognitive Science, 9, No. 1 147-169, 1985.
11. "Genetic Algorithms and Simulated Annealing", L. Davis, Morgan Kaufman Publishers, 1987.
12. "Genetic Algorithms in Search, Optimization and Machine Learning", D. E. Goldberg, Addison-Wesley Publishing, 1989.