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Operations Research Stack Exchange Community Digest

Top new questions this week:

What is Tuy's cut (concavity cuts) and why it is significant comparing to the other cuts?

I am a network engineer working with optimization models. In some transportation and logistics models, especially when there are economies of scale, the cost function becomes concave. I am not sure ...

nonlinear-programmingnonconvex-programmingglobal-optimizationcutting-planesglobal-optimality 
user avatarasked byTuong Nguyen Minh Score of 2

Greatest hits from previous weeks:

How do I improve as a rookie in the industry?

I am reaching out for help because I feel lost in my current work situation and would like to hear advice from you guys. Currently, as an operations research optimization algorithm engineer at a small ...

optimizationconstraint-programming 
user avatarasked byCangWangu Score of 7
user avataranswered byJoão Dionísio Score of 6

What instances can be solved today by modern solvers (pure LP)?

I have found a PowerPoint presentation in which the presentor Hall claims instances could be of the size of 108 in variables and constraints to be solved today. I assume that he meant sparse problems. ...

linear-programmingoptimizationsolvercplex 
user avatarasked byGehhilfe Score of 24
user avataranswered byErlingMOSEK Score of 28

Why do solvers for "slower" programming languages exist?

Yesterday I came across a post on here, where one answer claims that C++ can be up to 10,000 times faster than Python under specific circumstances. In the light of this runtime superiority, why are ...

optimizationpythonsolverc++ 
user avatarasked bymanofthousandnames Score of 7
user avataranswered bysascha Score of 32

An approximate answer to the right question or an exact answer to the wrong question

There is a quote from John Tukey in one of his papers on data analysis Far better an approximate answer to the right question, which is often vague, than an exact answer to the wrong question, ...

optimizationmodeling 
user avatarasked byuser2974951 Score of 13
user avataranswered byGgouvine Score of 19

Why is it important to choose big-M carefully and what are the consequences of doing it badly?

The question here discusses the two different use of "big-M method", where one of them is the big-M in logical constraints and linearization in (mixed-)integer programming problems (that's what I'm ...

linear-programmingmixed-integer-programmingbig-m 
user avatarasked byEhsanK Score of 27
user avataranswered byprubin Score of 32

Optimal power flow vs. economic dispatch

What is the difference between the two common optimization models for electricity systems, optimal power flow (OPF) and economic dispatch (ED)?I've heard people say that ED is just a multi-period ...

optimizationenergy 
user avatarasked byLarrySnyder610 Score of 7
user avataranswered byEdward Lam Score of 8

Soft constraints and hard constraints

The terms "soft constraints" and "hard constraints" are used in the context of optimization modeling.Is there any standard way to figure out which is which in some of the complicated models?

optimizationmodelingconstraint 
user avatarasked byA.Omidi Score of 17
user avataranswered bydxb Score of 28
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