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Volumn 42, Issue 4, 2013, Pages 496-506

Hybrid particle swarm optimization with mutation for optimizing industrial product lines: An application to a mixed solution space considering both discrete and continuous design variables

Author keywords

Business to business marketing; Hybridization; Mutation operator; Particle swarm optimization; Product line design

Indexed keywords


EID: 84878505117     PISSN: 00198501     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.indmarman.2013.03.002     Document Type: Article
Times cited : (37)

References (87)
  • 2
    • 0035480442 scopus 로고    scopus 로고
    • A Genetic Algorithm approach to the product line design problem using the Seller's Return criterion: An exhaustive comparative computational study
    • Alexouda G., Paparrizos K. A Genetic Algorithm approach to the product line design problem using the Seller's Return criterion: An exhaustive comparative computational study. European Journal of Operational Research 2001, 134(1):165-178.
    • (2001) European Journal of Operational Research , vol.134 , Issue.1 , pp. 165-178
    • Alexouda, G.1    Paparrizos, K.2
  • 4
    • 23344453366 scopus 로고    scopus 로고
    • An investigation of mating and population maintenance strategies in hybrid genetic heuristics for product line designs
    • Balakrishnan P., Gupta R., Jacob V. An investigation of mating and population maintenance strategies in hybrid genetic heuristics for product line designs. Computer & Operations Research 2006, 33(3):639-659.
    • (2006) Computer & Operations Research , vol.33 , Issue.3 , pp. 639-659
    • Balakrishnan, P.1    Gupta, R.2    Jacob, V.3
  • 5
    • 39049136085 scopus 로고    scopus 로고
    • A review of particle swarm optimization. Part II: Hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications
    • Banks A., Vincent J., Anyakoha C. A review of particle swarm optimization. Part II: Hybridisation, combinatorial, multicriteria and constrained optimization, and indicative applications. Natural Computing 2008, 7:109-124.
    • (2008) Natural Computing , vol.7 , pp. 109-124
    • Banks, A.1    Vincent, J.2    Anyakoha, C.3
  • 6
    • 61849185278 scopus 로고    scopus 로고
    • Optimizing product line designs: Efficient methods and comparisons
    • Belloni A., Freund R., Selove M., Simester D. Optimizing product line designs: Efficient methods and comparisons. Management Science 2008, 54(9):1544-1552.
    • (2008) Management Science , vol.54 , Issue.9 , pp. 1544-1552
    • Belloni, A.1    Freund, R.2    Selove, M.3    Simester, D.4
  • 7
    • 0036069240 scopus 로고    scopus 로고
    • Should your firm adopt a mass customization strategy?
    • Berman B. Should your firm adopt a mass customization strategy?. Business Horizons 2002, 45(4):51-60.
    • (2002) Business Horizons , vol.45 , Issue.4 , pp. 51-60
    • Berman, B.1
  • 8
    • 14044260692 scopus 로고    scopus 로고
    • An integrated robust design and marketing approach for product design selection process
    • American Society of Mechanical Engineering, Salt Lake City, UT
    • Besharati B., Luo L., Azarm S., Kannan P.K. An integrated robust design and marketing approach for product design selection process. ASME IDETC 2004 Proceedings 2004, 729-738. American Society of Mechanical Engineering, Salt Lake City, UT.
    • (2004) ASME IDETC 2004 Proceedings , pp. 729-738
    • Besharati, B.1    Luo, L.2    Azarm, S.3    Kannan, P.K.4
  • 9
    • 33746421449 scopus 로고    scopus 로고
    • Multi-objective single product robust optimization: An integrated design and marketing approach
    • Besharati B., Luo L., Azarm S., Kannan P.K. Multi-objective single product robust optimization: An integrated design and marketing approach. ASME Journal of Mechanical Design 2006, 128(4):884-892.
    • (2006) ASME Journal of Mechanical Design , vol.128 , Issue.4 , pp. 884-892
    • Besharati, B.1    Luo, L.2    Azarm, S.3    Kannan, P.K.4
  • 10
    • 33751189125 scopus 로고    scopus 로고
    • Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP
    • Bhattacharya A., Vasant P. Soft-sensing of level of satisfaction in TOC product-mix decision heuristic using robust fuzzy-LP. European Journal of Operational Research 2007, 177(1):55-70.
    • (2007) European Journal of Operational Research , vol.177 , Issue.1 , pp. 55-70
    • Bhattacharya, A.1    Vasant, P.2
  • 11
    • 0001667583 scopus 로고
    • Rank analysis of incomplete block designs I: The method of paired comparisons
    • Bradley R.A., Terry M.E. Rank analysis of incomplete block designs I: The method of paired comparisons. Biometrika 1952, 39:324-345.
    • (1952) Biometrika , vol.39 , pp. 324-345
    • Bradley, R.A.1    Terry, M.E.2
  • 12
    • 33644906688 scopus 로고    scopus 로고
    • Conjoint optimization: An exact branch-and-bound algorithm for the share-of-choice problem
    • Camm J.D., Cochran J.J., Curry D.J., Kannan S. Conjoint optimization: An exact branch-and-bound algorithm for the share-of-choice problem. Management Science 2006, 52(3):435-447.
    • (2006) Management Science , vol.52 , Issue.3 , pp. 435-447
    • Camm, J.D.1    Cochran, J.J.2    Curry, D.J.3    Kannan, S.4
  • 14
    • 0033893746 scopus 로고    scopus 로고
    • Mathematical properties of the optimal product line selection problem using choice-based conjoint analysis
    • Chen K.D., Hausman W.H. Mathematical properties of the optimal product line selection problem using choice-based conjoint analysis. Management Science 2000, 46(2):327-332.
    • (2000) Management Science , vol.46 , Issue.2 , pp. 327-332
    • Chen, K.D.1    Hausman, W.H.2
  • 16
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm: Explosion, stability and convergence in a multi-dimensional complex space
    • Clerc M., Kennedy J. The particle swarm: Explosion, stability and convergence in a multi-dimensional complex space. IEEE Transactions on Evolutionary Computation 2002, 6:58-73.
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 17
    • 0037295321 scopus 로고    scopus 로고
    • A genetic algorithm based method for product family design optimization
    • D'Souza B., Simpson T.W. A genetic algorithm based method for product family design optimization. Engineering Optimization 2003, 35(1):1-18.
    • (2003) Engineering Optimization , vol.35 , Issue.1 , pp. 1-18
    • D'Souza, B.1    Simpson, T.W.2
  • 19
    • 0004796695 scopus 로고
    • From "future perfect": Mass customizing
    • Davis S.M. From "future perfect": Mass customizing. Planning Review 1989, 17:16-21.
    • (1989) Planning Review , vol.17 , pp. 16-21
    • Davis, S.M.1
  • 20
    • 0000922317 scopus 로고
    • Positioning and pricing a product line
    • Dobson G., Kalish S. Positioning and pricing a product line. Marketing Science 1988, 7(2):107-125.
    • (1988) Marketing Science , vol.7 , Issue.2 , pp. 107-125
    • Dobson, G.1    Kalish, S.2
  • 21
    • 0000922317 scopus 로고
    • Heuristics for pricing and positioning a product-line using conjoint and cost data
    • Dobson G., Kalish S. Heuristics for pricing and positioning a product-line using conjoint and cost data. Management Science 1993, 39(2):160-175.
    • (1993) Management Science , vol.39 , Issue.2 , pp. 160-175
    • Dobson, G.1    Kalish, S.2
  • 25
    • 77957780588 scopus 로고
    • Marketing-production joint decision-making
    • North-Holland, Amsterdam, The Netherlands, J. Eliashberg, G.L. Lilien (Eds.)
    • Eliashberg J., Steinberg R. Marketing-production joint decision-making. Handbooks in OR & MSMarketing 1993, 5. North-Holland, Amsterdam, The Netherlands. J. Eliashberg, G.L. Lilien (Eds.).
    • (1993) Handbooks in OR & MSMarketing , vol.5
    • Eliashberg, J.1    Steinberg, R.2
  • 26
    • 0344704224 scopus 로고    scopus 로고
    • Product platform design to improve commonality in custom products
    • Farrell R.S., Simpson T.W. Product platform design to improve commonality in custom products. Journal of Intelligent Manufacturing 2003, 14(6):541-556.
    • (2003) Journal of Intelligent Manufacturing , vol.14 , Issue.6 , pp. 541-556
    • Farrell, R.S.1    Simpson, T.W.2
  • 27
    • 77951108052 scopus 로고    scopus 로고
    • Improving cost effectiveness in an existing product line using component product platforms
    • Farrell R.S., Simpson T.W. Improving cost effectiveness in an existing product line using component product platforms. International Journal of Production Research 2010, 48(11):3299-3317.
    • (2010) International Journal of Production Research , vol.48 , Issue.11 , pp. 3299-3317
    • Farrell, R.S.1    Simpson, T.W.2
  • 30
    • 0001886068 scopus 로고
    • Models and heuristics for product line selection
    • Green P.E., Krieger A.M. Models and heuristics for product line selection. Marketing Science 1985, 4(1):1-19.
    • (1985) Marketing Science , vol.4 , Issue.1 , pp. 1-19
    • Green, P.E.1    Krieger, A.M.2
  • 31
    • 23044527359 scopus 로고    scopus 로고
    • Thirty years of conjoint analysis: Reflections and prospects
    • Green P.E., Krieger A.M., Wind Y. Thirty years of conjoint analysis: Reflections and prospects. Interfaces 2001, 31:56-73.
    • (2001) Interfaces , vol.31 , pp. 56-73
    • Green, P.E.1    Krieger, A.M.2    Wind, Y.3
  • 32
  • 34
  • 35
    • 0040810819 scopus 로고    scopus 로고
    • Understanding product family for mass customization by developing commonality indices
    • Jiao J., Tseng M.M. Understanding product family for mass customization by developing commonality indices. Journal of Engineering Design 2000, 11(3):225-243.
    • (2000) Journal of Engineering Design , vol.11 , Issue.3 , pp. 225-243
    • Jiao, J.1    Tseng, M.M.2
  • 36
    • 23844510496 scopus 로고    scopus 로고
    • Product portfolio planning with customer-engineering interaction
    • Jiao J., Zhang Y. Product portfolio planning with customer-engineering interaction. IIE Transactions 2005, 37(9):801-814.
    • (2005) IIE Transactions , vol.37 , Issue.9 , pp. 801-814
    • Jiao, J.1    Zhang, Y.2
  • 37
    • 68649110562 scopus 로고    scopus 로고
    • Pricing digital content product lines: A model and application for the national academies press
    • Kannan P.K., Pope B.K., Jain S. Pricing digital content product lines: A model and application for the national academies press. Marketing Science 2009, 28(4):620-636.
    • (2009) Marketing Science , vol.28 , Issue.4 , pp. 620-636
    • Kannan, P.K.1    Pope, B.K.2    Jain, S.3
  • 41
    • 0024665865 scopus 로고
    • Optimal product design using conjoint analysis: Computational complexity and algorithms
    • Kohli R., Krishnamusti R. Optimal product design using conjoint analysis: Computational complexity and algorithms. European Journal of Operational Research 1989, 40(2):186-195.
    • (1989) European Journal of Operational Research , vol.40 , Issue.2 , pp. 186-195
    • Kohli, R.1    Krishnamusti, R.2
  • 42
    • 0025568906 scopus 로고
    • Heuristics for product line design using conjoint analysis
    • Kohli R., Sukumar R. Heuristics for product line design using conjoint analysis. Management Science 1990, 36(12):1464-1478.
    • (1990) Management Science , vol.36 , Issue.12 , pp. 1464-1478
    • Kohli, R.1    Sukumar, R.2
  • 43
    • 0030269275 scopus 로고    scopus 로고
    • From mass production to mass customization: The case of the national industrial bicycle company of Japan
    • Kotha S. From mass production to mass customization: The case of the national industrial bicycle company of Japan. European Management Journal 1996, 14:442-450.
    • (1996) European Management Journal , vol.14 , pp. 442-450
    • Kotha, S.1
  • 44
    • 0035239259 scopus 로고    scopus 로고
    • Product development decisions: A review of the literature
    • Krishnan V., Ulrich K. Product development decisions: A review of the literature. Management Science 2001, 47:1-21.
    • (2001) Management Science , vol.47 , pp. 1-21
    • Krishnan, V.1    Ulrich, K.2
  • 45
    • 56349088326 scopus 로고    scopus 로고
    • A market-driven approach to the design of platform-based product families
    • Kumar D., Chen W., Simpson T.W. A market-driven approach to the design of platform-based product families. International Journal of Production Research 2009, 47(1):71-104.
    • (2009) International Journal of Production Research , vol.47 , Issue.1 , pp. 71-104
    • Kumar, D.1    Chen, W.2    Simpson, T.W.3
  • 46
    • 84857655170 scopus 로고    scopus 로고
    • An approach to competitive product line design using conjoint data
    • Kuzmanovic M., Matric M. An approach to competitive product line design using conjoint data. Expert Systems with Applications 2012, 39:7262-7269.
    • (2012) Expert Systems with Applications , vol.39 , pp. 7262-7269
    • Kuzmanovic, M.1    Matric, M.2
  • 47
    • 84859802657 scopus 로고    scopus 로고
    • A model of product line design and introduction sequence with reservation utility
    • Lacourbe P. A model of product line design and introduction sequence with reservation utility. European Journal of Operational Research 2012, 220:338-348.
    • (2012) European Journal of Operational Research , vol.220 , pp. 338-348
    • Lacourbe, P.1
  • 48
    • 0001389628 scopus 로고
    • The economics of product variety
    • Lancaster K. The economics of product variety. Marketing Science 1990, 9:189-206.
    • (1990) Marketing Science , vol.9 , pp. 189-206
    • Lancaster, K.1
  • 49
    • 0000785341 scopus 로고    scopus 로고
    • Product design selection under uncertainty and with competitive advantage
    • Li H., Azarm S. Product design selection under uncertainty and with competitive advantage. ASME Journal of Mechanical Design 2000, 122(4):411-418.
    • (2000) ASME Journal of Mechanical Design , vol.122 , Issue.4 , pp. 411-418
    • Li, H.1    Azarm, S.2
  • 50
    • 0036750886 scopus 로고    scopus 로고
    • An approach for product line design selection under uncertainty and competition
    • Li H., Azarm S. An approach for product line design selection under uncertainty and competition. ASME Journal of Mechanical Design 2002, 124(3):385-392.
    • (2002) ASME Journal of Mechanical Design , vol.124 , Issue.3 , pp. 385-392
    • Li, H.1    Azarm, S.2
  • 52
    • 79952021563 scopus 로고    scopus 로고
    • Product line design for consumer durables: An integrated marketing and engineering approach
    • Luo L. Product line design for consumer durables: An integrated marketing and engineering approach. Journal of Marketing Research 2011, 48(1):128-139.
    • (2011) Journal of Marketing Research , vol.48 , Issue.1 , pp. 128-139
    • Luo, L.1
  • 54
    • 42449126109 scopus 로고    scopus 로고
    • Incorporating subjective characteristics in product design and evaluations
    • Luo L., Kannan P.K., Ratchford B.T. Incorporating subjective characteristics in product design and evaluations. Journal of Marketing Research 2008, 45(2):182-194.
    • (2008) Journal of Marketing Research , vol.45 , Issue.2 , pp. 182-194
    • Luo, L.1    Kannan, P.K.2    Ratchford, B.T.3
  • 55
    • 0001548208 scopus 로고
    • An integer programming approach to the optimal product line selection problem
    • McBride R.D., Zufryden F.S. An integer programming approach to the optimal product line selection problem. Marketing Science 1988, 7(2):126-140.
    • (1988) Marketing Science , vol.7 , Issue.2 , pp. 126-140
    • McBride, R.D.1    Zufryden, F.S.2
  • 56
    • 0030623093 scopus 로고    scopus 로고
    • Metrics for managing research and development in the context of product family
    • Meyer M.H., Tertzakian P., Utterback J.M. Metrics for managing research and development in the context of product family. Management Science 1997, 43:88-111.
    • (1997) Management Science , vol.43 , pp. 88-111
    • Meyer, M.H.1    Tertzakian, P.2    Utterback, J.M.3
  • 59
    • 13144261753 scopus 로고    scopus 로고
    • Linking marketing and engineering product design decisions via analytical target cascading
    • Michalek J., Feinberg F.M., Papalambros P.Y. Linking marketing and engineering product design decisions via analytical target cascading. Journal of Product Innovation Management 2005, 21(1):42-62.
    • (2005) Journal of Product Innovation Management , vol.21 , Issue.1 , pp. 42-62
    • Michalek, J.1    Feinberg, F.M.2    Papalambros, P.Y.3
  • 61
    • 21344475322 scopus 로고
    • The commitment-trust theory of relationship marketing
    • Morgan R.M., Hunt S.D. The commitment-trust theory of relationship marketing. Journal of Marketing 1994, 58(3):20-38.
    • (1994) Journal of Marketing , vol.58 , Issue.3 , pp. 20-38
    • Morgan, R.M.1    Hunt, S.D.2
  • 62
    • 0000468927 scopus 로고
    • Near optimal solutions for product line design and selection: Beam Search heuristics
    • Nair S.K., Thakur L.S., Wen K. Near optimal solutions for product line design and selection: Beam Search heuristics. Management Science 1995, 41(5):767-785.
    • (1995) Management Science , vol.41 , Issue.5 , pp. 767-785
    • Nair, S.K.1    Thakur, L.S.2    Wen, K.3
  • 63
    • 77952507632 scopus 로고    scopus 로고
    • Understanding B2B supplier selection relationships: The case of Taiwan agribusinesses
    • Ng E. Understanding B2B supplier selection relationships: The case of Taiwan agribusinesses. Journal of Business-to-Business Marketing 2010, 17:149-172.
    • (2010) Journal of Business-to-Business Marketing , vol.17 , pp. 149-172
    • Ng, E.1
  • 64
    • 11844253623 scopus 로고    scopus 로고
    • Key account management in information-intensive services
    • Ojasalo J. Key account management in information-intensive services. Journal of Retailing and Consumer Services 2002, 9:269-276.
    • (2002) Journal of Retailing and Consumer Services , vol.9 , pp. 269-276
    • Ojasalo, J.1
  • 65
    • 34548137721 scopus 로고    scopus 로고
    • Use of relationship marketing programs in building customer-salesperson and customer-firm relationships: Differential influences on financial outcomes
    • Palmatier R.W., Scheer L.K., Houston M.B., Evans K.R., Gopalakrishna S.K. Use of relationship marketing programs in building customer-salesperson and customer-firm relationships: Differential influences on financial outcomes. International Journal of Research in Marketing 2007, 24(3):210-223.
    • (2007) International Journal of Research in Marketing , vol.24 , Issue.3 , pp. 210-223
    • Palmatier, R.W.1    Scheer, L.K.2    Houston, M.B.3    Evans, K.R.4    Gopalakrishna, S.K.5
  • 68
    • 33646581343 scopus 로고    scopus 로고
    • Agent-based optimization for product family design
    • Rai R., Allada V. Agent-based optimization for product family design. Annals of Operations Research 2006, 143(1):147-156.
    • (2006) Annals of Operations Research , vol.143 , Issue.1 , pp. 147-156
    • Rai, R.1    Allada, V.2
  • 69
    • 0345010120 scopus 로고    scopus 로고
    • Managing product variety: An integrative review and research directions
    • Ramdas K. Managing product variety: An integrative review and research directions. Production and Operations Management 2003, 12:79-101.
    • (2003) Production and Operations Management , vol.12 , pp. 79-101
    • Ramdas, K.1
  • 73
    • 79952012204 scopus 로고    scopus 로고
    • Balancing commonality and performance within the concurrent design of multiple products in a product family
    • Simpson T.V., Seeperad C.C., Mistree F. Balancing commonality and performance within the concurrent design of multiple products in a product family. Concurrent Engineering: Research and Applications 2001, 18(3):1-14.
    • (2001) Concurrent Engineering: Research and Applications , vol.18 , Issue.3 , pp. 1-14
    • Simpson, T.V.1    Seeperad, C.C.2    Mistree, F.3
  • 75
    • 0038115607 scopus 로고    scopus 로고
    • Genetic algorithms for product design: How well do they really work?
    • Steiner W., Hruschka H. Genetic algorithms for product design: How well do they really work?. International Journal of Market Research 2003, 45(2):229-240.
    • (2003) International Journal of Market Research , vol.45 , Issue.2 , pp. 229-240
    • Steiner, W.1    Hruschka, H.2
  • 79
    • 77958155668 scopus 로고    scopus 로고
    • Designing optimal products: Algorithms and systems
    • Springer, J. Casillas, F.J. Martínez-López (Eds.) Marketing intelligent systems using soft computing: Managerial and research applications
    • Tsafarakis S., Matsatsinis N. Designing optimal products: Algorithms and systems. Studies in fuzziness and soft computing 2010, Vol. 258:295-336. Springer. J. Casillas, F.J. Martínez-López (Eds.).
    • (2010) Studies in fuzziness and soft computing , vol.258 , pp. 295-336
    • Tsafarakis, S.1    Matsatsinis, N.2
  • 80
    • 0029694494 scopus 로고    scopus 로고
    • Design for mass customization
    • Tseng M.M., Jiao J. Design for mass customization. CIRP Annals 1996, 45:153-156.
    • (1996) CIRP Annals , vol.45 , pp. 153-156
    • Tseng, M.M.1    Jiao, J.2
  • 81
    • 0035252503 scopus 로고    scopus 로고
    • The impact of time-based manufacturing practices on mass customization and value to customer
    • Tu Q., Vonderembse M., Ragu-Nathan T.S. The impact of time-based manufacturing practices on mass customization and value to customer. Journal of Operations Management 2001, 19:201-217.
    • (2001) Journal of Operations Management , vol.19 , pp. 201-217
    • Tu, Q.1    Vonderembse, M.2    Ragu-Nathan, T.S.3
  • 83
    • 81755169865 scopus 로고    scopus 로고
    • Hybrid mesh adaptive direct search and genetic algorithms techniques for industrial production systems
    • Vasant P. Hybrid mesh adaptive direct search and genetic algorithms techniques for industrial production systems. Archives of Control Sciences 2011, 21(3):299-312.
    • (2011) Archives of Control Sciences , vol.21 , Issue.3 , pp. 299-312
    • Vasant, P.1
  • 84
    • 84871712924 scopus 로고    scopus 로고
    • Hybrid tabu search hopfield recurrent ANN fuzzy technique to the production planning problems: A case study of crude oil in refinery industry
    • Vasant P., Ganesan T., Elamvazuthi I. Hybrid tabu search hopfield recurrent ANN fuzzy technique to the production planning problems: A case study of crude oil in refinery industry. International Journal of Manufacturing, Materials, and Mechanical Engineering 2012, 2(1):47-65.
    • (2012) International Journal of Manufacturing, Materials, and Mechanical Engineering , vol.2 , Issue.1 , pp. 47-65
    • Vasant, P.1    Ganesan, T.2    Elamvazuthi, I.3
  • 85
    • 30344451702 scopus 로고    scopus 로고
    • Implementation of key account management: Who, why, and how? An exploratory study on the current implementation of key account management programs
    • Wengler S., Ehret M., Saab S. Implementation of key account management: Who, why, and how? An exploratory study on the current implementation of key account management programs. Industrial Marketing Management 2006, 35(1):103-112.
    • (2006) Industrial Marketing Management , vol.35 , Issue.1 , pp. 103-112
    • Wengler, S.1    Ehret, M.2    Saab, S.3
  • 87
    • 0003252484 scopus 로고
    • A conjoint measurement-based approach for optimal new product design and market segmentation
    • Marketing Science Institute, Cambridge, MA, A.D. Shocker (Ed.)
    • Zufryden F. A conjoint measurement-based approach for optimal new product design and market segmentation. Analytical approaches to product and marketing planning 1977, Marketing Science Institute, Cambridge, MA. A.D. Shocker (Ed.).
    • (1977) Analytical approaches to product and marketing planning
    • Zufryden, F.1


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