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A variable neighborhood decomposition search heuristic which includes variable fixing and cut generation is developed.
The proposed algorithm generates an initial solution using a variable fixing heuristic.
Some heuristics such as Rolling Horizon (RH) heuristic, variable fixing technique were later applied to further enhance the PH algorithm.
For the proposed problem, we present and strengthen a mathematical model with some variable fixing rules and valid inequalities.
In order to deal with the complexity of the scheduling model, we develop a Lagrangian relaxation-based decomposition approach equipped with a variable fixing procedure and a primal heuristics to obtain high-quality solution of instances of the problem.
Since the resulting robust problem can prove very challenging even for a modern state-of-the art optimization solver, we propose to solve it by an original primal heuristic that combines a probabilistic variable fixing procedure, guided by peculiar Linear Programming relaxations, with a Mixed Integer Programming heuristic, based on an exact very large neighborhood search.
Similar(50)
These plots represent the variation of the response with two variables, keeping all the other variable fixed.
To overcome these problems, the paper builds predictive models per operational cost category (fuel, landing, other variable, fixed, salary and total) for the French Bay of Biscay fleet.
We use the Karush-Kuhn-Tucker (KKT [31] conditions to solve the optimization at each step with all but one variable fixed.
Notice that the first coefficient represents a variable fixed in time, whereas the latter two coefficients are assigned to time-dependent variables whose values change over time.
In exploring the effect of potential moderating variables, fixed effects models were used, with the potential moderating variable treated as a fixed effect.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com