Abstract
The multinomial logit (MNL) consumer choice rules employed in the extant product design research assume that a product always has a market share even though the product has a very low utility value. In this paper, a new consumer choice rule integrating the dollar-scaled utility with piecewise logit function is proposed to avoid estimation bias caused by this problem. A profit maximizing model under the proposed rule is established in a multi-segment product market. It has been proven that in an unpartitioned product market, a local optimal solution of the model is also a global optimal solution, and hence standard nonlinear programming algorithms can be applied. An algorithm based on interval analysis is developed to solve the model under a multi-segment market. Finally, an example of selection of new product scheme is given to illustrate the feasibility and effectiveness of the proposed model and algorithm.
Original language | English |
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Title of host publication | Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012 |
Pages | 1793-1798 |
Number of pages | 6 |
DOIs | |
Publication status | Published - 1 Oct 2012 |
Event | 2012 24th Chinese Control and Decision Conference, CCDC 2012 - Taiyuan, China Duration: 23 May 2012 → 25 May 2012 |
Conference
Conference | 2012 24th Chinese Control and Decision Conference, CCDC 2012 |
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Country/Territory | China |
City | Taiyuan |
Period | 23/05/12 → 25/05/12 |
Keywords
- consumer choice rule
- new product development
- product design
- product positioning
ASJC Scopus subject areas
- Information Systems and Management
- Control and Systems Engineering