Developing a neural network approach for intelligent scheduling in GUESS

Expert Systems

Volumn 17, Issue 4, 2000, Pages 185-190

  Liebowitz, Jay ^a   Rodens, Ira ^b   Zeide, Janet ^b   Suen, Ching ^c  

^a Baltimore County   (United States)

^b Amer Minority Eng Corporation   (United States)

^c Civil and Environmental Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; GENETIC ALGORITHMS; HEURISTIC METHODS; NEURAL NETWORKS; OPTIMIZATION; SCHEDULING;

GENERICALLY USED EXPERT SCHEDULING SYSTEM; INTELLIGENT SCHEDULING; INTELLIGENT SYSTEMS;

EXPERT SYSTEMS;

EID: 0034262531     PISSN: 02664720     EISSN: None     Source Type: Journal    
DOI: 10.1111/1468-0394.00140     Document Type: Article

References (20)

1. ANDERSON, J.A. (1995) An Introduction to Neural Networks, Cambridge, MA: MIT Press.
2. CAVALIERI, S. and O. MIRABELLA (1996) Neural networks for process scheduling in real-time communication systems, IEEE Transactions on Neural Networks, 7 (5), 1272-1285.
3. FERREIRA, E. and B. KROGH (1997) Controller scheduling by neural networks, Proceedings of the 36th Conference on Decision and Control, San Diego, CA: IEEE, 1568-1573.
4. GISLEN, L., C. PETERSON and B. SODERBERG (1992) Complex scheduling with Potts neural networks, Neural Computation, 4, 805-831.
5. HASSOUN, M. (1995) Fundamentals of Artificial Neural Networks, Cambridge, MA: MIT Press.
6. HOPFIELD, J.J. (1982) Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, 79, 2554-2558.
7. HOPFIELD, J.J. and D.W. TANK (1985) Neural computation of decisions in optimization problems, Biological Cybernetics, 52, 141-152.
8. JAIN, A. and J. MAO (1996) Artificial neural networks: a tutorial, IEEE Computer, IEEE Computer Society, Los Alamitos, CA, March.
9. JOHNSTON, M. and H. ADORF (1992) Scheduling with neural networks - the case of the Hubble space telescope, Computers and Operations Research, 19, 209-240.
10. KOVACIC, M. (1993) Timetable construction with Markovian neural network, European Journal of Operational Research, 69, 92-96.
11. LIEBOWITZ, J. (ed.) (1998) The Handbook on Applied Expert Systems. Boca Raton, FL: CRC Press.
12. LIEBOWITZ, J., V. KRISHNAMURTHY, I. RODENS, C. HOUSTON, A. LIEBOWITZ and J. ZEIDE (1997) Intelligent scheduling with GUESS: development and testing results, Expert Systems, 14, 119-128.
13. PELLERIN, D. and J. HERAULT (1994) Scheduling with neural networks: application to timetable construction, Neurocomputing, 6, 419-442.
14. PHILIPOOM, P., L. REES and L. WIEGMANN (1995) Using neural networks to determine internally-set due-date assignments for shop scheduling, Decision Sciences, 25 (5/6), 825-851.
15. POTVIN, J., Y. SHEN and J. ROUSSEAU (1992) Neural networks for automated vehicle dispatching, Computers and Operations Research, 19 (3/4), 267-276.
16. SABUNCUOGLU, I. (1988) Scheduling with neural networks: a review of the literature and new research directions, Production Planning and Control, 9.
17. SABUNCUOGLU, I. and B. GURGUN (1996) A neural network for scheduling problems, European Journal of Operational Research, 93, 288-299.
18. TAMBOURATZIS, T. (1998) Decomposition co-ordination artificial neural network for satellite broadcast scheduling, Electronics Letters, 34, 23 July.
19. VAITHYANATHAN, S. and J. IGNIZIO (1992) A stochastic neural network for resource constrained scheduling, Computers and Operations Research, 19 (3/4), 241-254.
20. VELLIDO, A., P. LISBOA and J. VAUGHAN (1999) Neural networks in business: a survey of applications (1992-1998), Expert Systems with Applications, 16, 51-70.