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The first experiment analyzes the behavior of four DE variants in 24 test functions considering dimensionality and the type of constraints of the problem.
In this paper, a new pheromone trail structure is proposed that is specifically adapted to the type of constraints in the car-sequencing problem.
An important aspect of our development here is a taxonomy of constraints to show clearly for what type of constraints what can or cannot be achieved.
Each projection is designed to enforce one type of constraints and projections in the two subspaces interact with each other to satisfy constraints maximally and preserve the intrinsic data structure.
Integer Linear Programming (ILP) is used to compute globally optimal solutions for these linear optimization problems, allowing the method to accommodate any type of constraints explicitly, without the need for any Lagrange multipliers or thresholds for sensitivities (like the modern BESO [1]), or heuristics (like the early ESO/BESO methods [3]).
This analysis will confirm our second research question regarding whether learners have difficulty avoiding some particular type of constraints.
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Any type of constraint introduces nonlinearity.
Another type of constraint specifies that a body is rigid.
In this type of constraint, FREs are defined with max-Dubois-Prade composition.
The first section presents the industrial requirements which led us to take into account this type of constraint in CSP.
For an example of the type of constraint that can cause problems for novice designers, look at the thermoplastics used by popular consumer 3-D printers, says Tolga Kurtoglu, who runs PARC's design and digital manufacturing program.
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