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This was a greedy strategy: choices made in early rounds introduced constraints (by reducing the number of possible pairs), which may prevent the algorithm from finding a best solution for later rounds.
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The problem is finding a better solution.
One difficulty often encountered in genetic programming is that of the algorithms becoming stuck in the region of a reasonably good solution (a "locally optimal region") rather than finding the best solution (a "global optimum").
The GA tends to take more computation time for finding the best solution for a large population size over a large number of iterations [28].
They shared a love of logic, a complex set of rules, and an emphasis on finding the best solution to any given problem.
Continually iterating and improving the product intelligently, with the intention of finding the best solution for a problem.
In education, there is never a single method, setting or goal that can be identified as superior over others; it is always about finding the best solution in a complex set of conditions and with limited resources available to do so.
"It's about finding the best solution, not toeing a party line.
That is, it is reduced to finding the best solution measured by a performance index often known as objective function in many areas of computing and engineering which varies from problem to problem [ 16– 16].
In this study, Two heuristic methods are used based on the switch indices and a graph-based approach for finding the best solution to restore the maximum total consumers in de-energized areas considering the minimum switch operations.
In Ref. [15], a GA was used to solve the inverse kinematics of a redundant robot, which mainly focuses on finding the best solution among multiple solutions with the objective of minimum joint displacements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com