Stochastic lot-sizing and scheduling for quality-differentiated disassembly

We address a multi-period stochastic disassembly scheduling problem using a two-stage program where first-stage scheduling is coupled with a complex recourse stage governed by a shared procurement cost. To solve this NP-hard problem, we propose a decomposition-inspired Simulated Annealing (SA) heuristic that uses an embedded MIP solver to evaluate the recourse. We benchmark the SA against a full extensive-form MIP and a deterministic model to analyze the trade-offs between heuristic performance, solution exactness, and the value of stochastic modeling.

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Publication Details

Journal
Ghent University Academic Bibliography (Ghent University)
Published
2025-01-01
Primary Topic
Geochemistry and Geologic Mapping
Type
article
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article

Stochastic lot-sizing and scheduling for quality-differentiated disassembly

Ghent University Academic Bibliography (Ghent University)
Geochemistry and Geologic Mapping
article

Stochastic lot-sizing and scheduling for quality-differentiated disassembly

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Abstract

We address a multi-period stochastic disassembly scheduling problem using a two-stage program where first-stage scheduling is coupled with a complex recourse stage governed by a shared procurement cost. To solve this NP-hard problem, we propose a decomposition-inspired Simulated Annealing (SA) heuristic that uses an embedded MIP solver to evaluate the recourse. We benchmark the SA against a full extensive-form MIP and a deterministic model to analyze the trade-offs between heuristic performance, solution exactness, and the value of stochastic modeling.

Ghent University Academic Bibliography (Ghent University)
HOGENT University of Applied Sciences and Arts (BE), Ghent University (BE), Flanders Make (Belgium) (BE)
Openalex Percentile: Top 67%
Geochemistry and Geologic Mapping
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