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The location selection problem for the household activity pattern problem
Institution:1. Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, USA;2. Department of Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA;1. Department of Industrial and Systems Engineering, University at Buffalo, SUNY, USA;2. Department of Industrial and Management Systems Engineering, University of South Florida, USA
Abstract:In this paper, an integrated destination choice model based on routing and scheduling considerations of daily activities is proposed. Extending the Household Activity Pattern Problem (HAPP), the Location Selection Problem (LSP–HAPP) demonstrates how location choice is made as a simultaneous decision from interactions both with activities having predetermined locations and those with many candidate locations. A dynamic programming algorithm, developed for PDPTW, is adapted to handle a potentially sizable number of candidate locations. It is shown to be efficient for HAPP and LSP–HAPP applications. The algorithm is extended to keep arrival times as functions for mathematical programming formulations of activity-based travel models that often have time variables in the objective.
Keywords:Destination choice  Location selection  Household activity pattern problem  Column generation  Exact dynamic programming for PDPTW
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