On Method Overfitting

Journal of Heuristics

Volumn 4, Issue 3, 1998, Pages 281-287

  Falkenauer, Emanuel ^a  

^a UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

Author keywords

Benchmarking; General and targeted methods; Method applicability; Optimization; Overfitting; Practical relevance

Indexed keywords

HEURISTIC METHODS; INITIAL VALUE PROBLEMS; OPTIMIZATION; SYSTEMS ANALYSIS;

OVERFITTING;

BENCHMARKING;

EID: 0032163123     PISSN: 13811231     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009617801681     Document Type: Article

References (11)

1. Charman, P. (1996). Ilog SA, France, personal communication.
2. Falkenauer, E. (1994). "New Representation and Operators for GAs Applied to Grouping Problems," Evolutionary Computation 2(2), 123-144.
3. Falkenauer, E. (1996). "A Hybrid Grouping Genetic Algorithm for Bin Packing," Journal of Heuristics 2(1), 5-30.
4. Falkenauer, E. (1998). Genetic Algorithms and Grouping Problems. Chichester: Wiley.
5. Falkenauer, E. and A. Delchambre. (1992). "A Genetic Algorithm for Bin Packing and Line Balancing." Proceedings of the IEEE 1992 International Conference on Robotics and Automation (RA92). Nice, France.
6. Garey, M.R. and D.S. Johnson. (1979). Computers and Intractability - A Guide to the Theory of NP-Completeness. San Francisco: Freeman.
7. Gent, I. (1998). "Heuristic Solution of Open Bin Packing Problems," Journal of Heuristics 3(4), 299-304.
8. Martello, S. and P. Toth. (1990). "Bin-Packing Problem." Knapsack Problems, Algorithms and Computer Implementations. Chichester: Wiley, pp. 221-245.
9. Scholl, A. (1995). Balancing and Sequencing of Assembly Lines. Heidelberg: Physica.
10. Valério de Carvalho, J.M. (1998). "Exact Solution of Bin-Packing Problems Using Column Generation and Branch-and-Bound." In J.E. Beasley and Y.M. Sharaiha (eds.), Annals of Operations Research.
11. Van Vliet, A. (1993). Econometric Institute, Erasmus University Rotterdam, personal communication.