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A greedy algorithm for habit formation under multiplicative utility

Snezhana Kirusheva and Thomas S. Salisbury

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Abstract: We consider the problem of optimizing lifetime consumption under a habit formation model, both with and without an exogenous pension. Unlike much of the existing literature, we apply a power utility to the ratio of consumption to habit, rather than to their difference. The martingale/duality method becomes intractable in this setting, so we develop a greedy version of this method that is solvable using Monte Carlo simulation. We investigate the behaviour of the greedy solution, and explore what parameter values make the greedy solution a good approximation to the optimal one.

Date: 2023-05
New Economics Papers: this item is included in nep-des and nep-upt
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