optimal
- 1Best, most favorable, or most desirable, especially within certain limits or constraints.
Engineers worked to find the optimal trade-off between fuel economy and power.
With only two weeks and a small budget, a train trip was the optimal choice.
Oppositesuboptimal
Note
Latin optimus, the word for best, sits inside it, which is why the adjective is not comparable: something is optimal or it is not, and more optimal or most optimal strike careful readers as redundant. Where best can be absolute, optimal usually implies a choice made within limits, such as time, money or a balance between features and price.
- 2Of a search algorithm, always returning the best result.
Breadth-first search is optimal only when every step has the same cost.
Greedy search is fast, but it is not optimal, since it can settle on a worse path.
Oppositesuboptimal
Note
Search algorithms are judged on two guarantees that are easy to confuse. A complete algorithm is sure to find a solution if one exists; an optimal one guarantees that the solution it returns is the best, usually the lowest-cost path. A*, for instance, is optimal as long as its estimate of the remaining cost never runs too high.
Less common meaning
- 3The best of its kind
Showing meanings only.
Practice
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Origin
From Latin optimus with the suffix -al.