Optimal double control problem for a PDE model of goodwill dynamics

Optimal double control problem for a PDE model of goodwill dynamics

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Article ID: iaor20173381
Volume: 85
Issue: 3
Start Page Number: 425
End Page Number: 452
Publication Date: Jun 2017
Journal: Mathematical Methods of Operations Research
Authors: ,
Keywords: simulation, optimization, control, marketing
Abstract:

We propose a new optimal control model of product goodwill in a segmented market where the state variable behaviour is described by a partial differential equation of the Lotka–Sharp–McKendrick type. In order to maximize the sum of discounted profits over a finite time horizon, we control the marketing communication activities which influence the state equation and the boundary condition. Moreover, we introduce the mathematical representation of heterogeneous electronic word of mouth. Based on the semigroup approach, we prove the existence and uniqueness of optimal controls. Using a maximum principle, we describe a numerical algorithm to find the optimal solution. Finally, we examine several examples on the optimal goodwill model and discover two types of marketing strategies.

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