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The key questions to ask in such a framework are "In what environments will a given heuristic work?
Furthermore, these theorems validate heuristic work using spatial lag reconstructions and mixed spatial and temporal lag reconstructions to study spatially coupled dynamics [41].
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Based on these findings, improvements to the design of heuristic worked examples are proposed.
Cross-condition comparisons confirmed that heuristic worked examples improved students' inquiry behaviour and enhanced the quality of their models.
In the initialization phase, we need one pool of initial solutions and based on our experience, construction heuristic works better that random approach.
Heuristic worked examples and collaboration scripts were particularly effective in the facilitation of mathematical argumentation skills for teacher students with higher general learning prerequisites.
Our heuristic works well in practice as hosts typically run few applications at any given instant, as observed using a measurement study on real traces.
Students in the experimental condition (n = 46) could consult heuristic worked examples that explained what activities were needed and how they should be performed.
This study proposes a three-stage integrated approach with heuristic working rules to assist the planner to develop a better assembly plan.
This study investigated whether heuristic worked examples can further enhance students' inquiry behaviour, the quality of the models they create, and their domain knowledge.
We investigated to what extent mathematics teacher students with different levels of prior achievement who collaborated in dyads can be supported in their development of mathematical argumentation skills by two different instructional approaches that were systematically varied in a 2 × 2-factorial design: collaboration scripts (with vs. without) and heuristic worked examples vs. problem solving.
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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