Product portfolio planning: A metaheuristic-based simulated annealing algorithm

International Journal of Production Research

Volumn 49, Issue 8, 2011, Pages 2327-2350

  Sadeghi, A ^a   Alem Tabriz, A ^a   Zandieh, M ^a  

^a SHAHID BEHESHTI UNIVERSITY   (Iran)

Author keywords

combinatorial optimisation; innovation management; product planning; simulated annealing algorithm; Taguchi method

Indexed keywords

COMBINATORIAL OPTIMISATION; INNOVATION MANAGEMENT; PRODUCT PLANNING; SIMULATED ANNEALING ALGORITHM; TAGUCHI;

ALGORITHMS; COMBINATORIAL OPTIMIZATION; COMPETITION; COMPUTATIONAL EFFICIENCY; HEURISTIC METHODS; INNOVATION; MANUFACTURE; PLANNING; TAGUCHI METHODS;

SIMULATED ANNEALING;

EID: 79551619960     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207540903329338     Document Type: Article

References (41)

1. Aarts, E. and Lenstra, J.K., 1997. Local search in combinatorial optimization. Chichester: Wiley.
2. Balakrishnan, P.V. and Jacob, V.S., 1996. Genetic algorithms for product design. Management Science, 42 (8), 1105-1117.
3. Business Week, 1993. Flops: Too many new products fail. August 16, 76-82.
4. Day, G.S., 1977. Diagnosing the product portfolio. Journal of Marketing, 41 (2), 29-38.
5. Dobson, G. and Kalish, S., 1988. Positioning and pricing a product line. Marketing Science, 7 (2), 107-125.
6. Du, X., Jiao, J., and Tseng, M.M., 2001. Architecture of product family: fundamentals and methodology. Concurrent Engineering: Research and Application, 9 (4), 309-325.
7. Forza, C. and Salvador, F., 2008. Application support to product variety management. International Journal of Production Research, 46 (3), 817-836.
8. Fouskakis, D. and Draper, D., 2002. Stochastic optimization: a review. International Statistical Review, 70 (3), 315-349.
9. Gonzalez, T.F., 2007. Handbook of approximation algorithms and metaheuristics. New York: Chapman & Hall/CRC.
10. Gorchels, L., 2000. The product manager's handbook: the complete product management resource. 2nd ed. New York: McGraw-Hill.
11. Henderson, B.D., 1970. The product portfolio. Boston, MA: Boston Consulting Group.
12. Jiao, J. and Zhang, Y., 2005a. Product portfolio identification based on association rule mining. Computer-Aided Design, 37 (2), 149-172.
13. Jiao, J. and Zhang, Y., 2005b. Product portfolio planning with customer-engineering interaction. IIE Transactions, 37 (9), 801-814.
14. Jiao, J., Zhang, Y., and Wang, Y., 2007. A heuristic genetic algorithm for product portfolio planning. Computers & Operations Research, 34 (6), 1777-1799. (Pubitemid 44556976)
15. Kaul, A. and Rao, V.R., 1995. Research for product positioning and design decisions: an integrative review. International Journal of Research in Marketing, 12 (4), 293-320.
16. Kirkpatrick, S., Gelatt, J.R., and Vecchi, P.M., 1983. Optimization by simulated annealing. Science, 220 (1), 671-680.
17. Kohli, R. and Krishnamurti, R., 1987. A heuristic approach to product design. Management Science, 33 (12), 1523-1533.
18. Kohli, R. and Krishnamurti, R., 1989. Optimal product design using conjoint analysis: Computational complexity and algorithms. European Journal of Operational Research, 40 (2), 186-195.
19. Kohli, R. and Sukumar, R., 1990. Heuristics for product-line design using conjoint analysis. Management Science, 36 (12), 1464-1478.
20. Korte, B. and Vygen, J., 2006. Combinatorial optimization: theory and algorithms. 3rd ed. Berlin: Springer.
21. Kotler, P., 1997. Marketing management: analysis, planning, implementation, and control. 9th ed. Englewood Cliffs, NJ: Prentice-Hall.
22. Krishnan, V. and Ulrich, K., 2001. Product development decisions: a review of the literature. Management Science, 47 (1), 1-21.
23. Kumar, D., Chen, W., and Simpson, T.W., 2009. A market-driven approach to product family design. International Journal of Production Research, 47 (1), 71-104.
24. Lilien, G., Kotler, P., and Moorthy, S., 1992. Marketing models. Englewood Cliffs, NJ: Prentice-Hall.
25. Lundy, M. and Mees, A., 1986. Convergence of an annealing algorithm. Mathematical Programming, 34 (1), 111-124.
26. Metropolis, N., et al., 1953. Equation of state calculation by fast computing machines. Journal of Chemical Physics, 21 (6), 1087-1091.
27. Montgomery, D.C., 1991. Design and analysis of experiments. New York: Wiley.
28. Moore, W.L., Louviere, J.J., and Verma, R., 1999. Using conjoint analysis to help design product platforms. Journal of Product Innovation Management, 16 (1), 27-39.
29. Mori, T., 1990. The new experimental design, Taguchi's approach to quality engineering. New York: ASI Press.
30. Naderi, B., Zandieh, M., and Roshanaei, V., 2008. Scheduling hybrid flowshops with sequence dependent setup times to minimize makespan and maximum tardiness. International Journal of Advanced Manufacturing Technology, 10.1007/s00170-008-1569-3.
31. Nair, S., Thakur, L., and Wen, K., 1995. Near optimal solutions for product line design and selection: beam search heuristics. Management Science, 41 (5), 767-785.
32. Nair, V.N., 1992. Taguchi's parameter design: a panel discussion. Technometrics, 34 (2), 127-161.
33. Nemhauser, G.L. and Wolsey, L.A., 1988. Integer and combinatorial optimization. New York: Wiley.
34. Park, S.H., 1995. Robust design and analysis for quality engineering. London: Chapman & Hall.
35. Reeves, C.R., 1993. Modern heuristic techniques for combinatorial problems. Oxford: Blackwell.
36. Robinson, W.T., 1988. Marketing mix reactions to entry. Marketing Science, 7 (4), 368-385.
37. Song, Z. and Kusiak, A., 2007. Optimising product configurations with a data-mining approach. International Journal of Production Research, DOI: 10.1080/00207540701644235.
38. Tarasewich, P. and McMullen, P.R., 2001. A pruning heuristic for use with multisource product design. European Journal of Operational Research, 128 (1), 58-73.
39. Urban, G. and Hauser, J., 1993. Design and marketing of new products. 2nd ed. Englewood Cliffs, NJ: Prentice-Hall.
40. Wu, T.H., Chang, C.C., and Chung, S.H., 2007. A simulated annealing algorithm for manufacturing cell formation problems. Expert Systems with Applications, 34 (3), 1609-1617.
41. Yano, C. and Dobson, G., 1998. Profit optimizing product line design, selection and pricing with manufacturing cost considerations, Product variety management: research advances. Boston: Kluwer Academic.