Neural networks to enrich fitness function in a GA-based school timetabling model

WSEAS Transactions on Information Science and Applications

Volumn 4, Issue 2, 2007, Pages 346-353

  Zuters, Janis ^a  

^a UNIVERSITY OF LATVIA   (Latvia)

Author keywords

Fitness function; Genetic algorithm; Neural networks; School timetabling

Indexed keywords

GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; PROBLEM SOLVING;

FITNESS FUNCTION; SCHOOL TIMETABLING; TRAINING PATTERNS;

NEURAL NETWORKS;

EID: 33847735860     PISSN: 17900832     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. N. Arous et. al., Evolutionary Potential Timetables Optimization by Means of Genetic and Greedy Algorithms, Proceedings of the 1999 International Conference on Information Intelligence and Systems (ICIIS), 1999
2. C. Fernandes et. al., High School Weekly Timetabling by Evolutionary Algorithms, Proceedings of the 1999 ACM symposium on Applied computing, 1999, pp. 344-350
3. V. Tam, D. Ting, Combining the Min-Conflicts and Look-Forward Heuristics to Effectively Solve A Set of Hard University Timetabling Problems, Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'03), 2003
4. J. Zuters, An Adaptable Computational Model for Scheduling Training Sessions, Annual Proceedings of Vidzeme University College "ICTE in Regional Development", 2005, pp. 110-113.
5. J. Zuters, An Extension of Multi-Layer Perceptron Based on Layer-Topology, Proceedings of the 5th International Enformatika Conference'05, 2005, pp. 178-181.
6. J. Zuters, Towards Multi-Layer Perceptron as an Evaluator Through Randomly Generated Training Patterns, Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2006), 2006, pp. 254-258.
7. J. Zuters, An Ensemble of Neural Networks as Part of a GA-based Model to Solve the School Timetabling Problem, Local proceedings of the 7th International Baltic Conference on Databases and Information Systems (Baltic DB&IS 2006), 2006, pp. 175-182