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Integer programming (IP) optimisation techniques guarantee optimal solutions but have been criticised for excessively long or intractable solution times.
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They are equally aware of how intractable to solution those reasons are.
In practice the problem size is normally large leading to intractable optimal solution.
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Two solutions to this problem are of interest but computationally intractable: the optimal solution and the solution derived by market simulation.
Due to determining the optimal assignment and routing decisions of a large set of cargos transported by a ship fleet is inherently NP-hard, real-world problems are either intractable or result in poor solutions when solved with pure optimization approaches.
Intractable or problematic solutions can result using Fieller's theorem because of small sample sizes and/or small expected differences in benefit and/or risk.
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Unfortunately, the exponential terms in the final expressions render a closed-from solution intractable.
This makes the MDP solution intractable even for small problems because of its memory requirements.
The approach with Axiomatic Design is to avoid complexity because complexity is assumed to make a reliable solution intractable.
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