backtracking process

USAGE SUMMARY

The phrase "backtracking process" is correct and usable in written English.
It can be used in contexts related to problem-solving, algorithms, or decision-making where one revisits previous steps to find a solution. Example: "The backtracking process allowed the team to identify the errors in their calculations and correct them effectively."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

This task can be achieved under the assistance of the backtracking process.

Journal of Big Data

Figure 7 uses the feature maps generated by the Tiny VGG network to demonstrate the effect of the backtracking process.

Journal of Big Data

The backtracking process aims to track down the activated neurons from the output layer all the way back to the input of the first dense (FC) layer.

Journal of Big Data

Those missing pixels consist of the facial features, such as eyes, noses, mouths, eyebrows, and cheeks, which are discovered by the backtracking process.

Journal of Big Data

A standard backtracking process allows us to find the local optimal pseudo-periodic region t.

Algorithms for Molecular Biology

The backtracking process is applied to both groups in order to identify the activated pixels.

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

The algorithm of backtracking is provided for performing more generalized backtracking processes with any given number of dense layers.

Journal of Big Data

This is similar to a depth-first search, but without the backtrack process.

BioMed Research International

The Metal A and Metal B sites bind magnesium ions that guide free nucleoside triphosphates into the active site for RNA synthesis, stabilize the transition state of the growing RNA chain and participate in transcript cleavage events during polymerase backtracking, a process which helps prevent polymerase arrest at pause sites [17], [18].

Plosone

It's not possible to backtrack that process, Plater added.

Vice

Consequently, stimulus identification requires gradual backtracking, by recurrent processes, to hierarchically lower stages (dimensional feature contrast and feature maps) in order to 'extract' the information of interest [6] [8].

Plosone

Expert writing Tips

Best practice

When using the "backtracking process", clearly define the initial state or goal you are trying to achieve. This makes it easier to track your steps and identify where you need to backtrack if the current path is not leading to the desired outcome.

Common error

Avoid applying the "backtracking process" haphazardly. Before reverting to a previous step, establish clear criteria for when and why backtracking is necessary. This ensures that you are not simply undoing progress without a valid reason.

Linguistic Context

The phrase "backtracking process" functions as a noun phrase, often serving as the subject or object of a sentence. As Ludwig AI confirms, it is used to describe a systematic method for retracing steps in problem-solving or decision-making. Examples in Ludwig illustrate its application in facial recognition, molecular biology and more.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "backtracking process" is a grammatically sound noun phrase primarily used in scientific and technical contexts to describe a systematic method of retracing steps in problem-solving. Ludwig AI confirms its correct usage and offers examples from varied domains. Its frequency is uncommon, and it’s typically found in formal and scientific registers. When using this phrase, it's important to clearly define your starting point and have specific criteria for when and why backtracking is needed. Alternatives include "traceback procedure" and "step-back methodology", each carrying slight nuances in meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

step-back methodology

Emphasizes the act of taking steps backward, closely resembling the concept of backtracking.

traceback procedure

Highlights the action of following a path back to its origin, maintaining the sense of retracing steps.

roll-back mechanism

Highlights the ability to revert to a previous state, retaining the sense of reversing progress.

reverse iteration

Focuses on iterative processes in reverse order, similar to backtracking but emphasizing the iterative aspect.

reverse engineering procedure

Focuses on analyzing a final product to understand its design, differing from the general concept of retracing steps.

iterative refinement

Emphasizes gradual improvement through repeated cycles, differing from the step-by-step nature of backtracking.

debugging cycle

Specifically refers to finding and fixing errors, whereas backtracking has a broader application.

retrospective analysis

Focuses on examining past events or decisions, differing from the active nature of a backtracking process.

undo operation

Specifically refers to reversing a single action, differing from the multi-step nature of backtracking.

recursive descent

Refers to a specific type of parsing technique, differing from the general concept of retracing steps.

FAQs

How is the "backtracking process" used in algorithms?

In algorithms, the "backtracking process" is a general algorithm for finding all (or some) solutions to some computational problems, that incrementally builds candidates to the solutions, and abandons each partial candidate (“backtracks”) as soon as it determines that this candidate cannot possibly lead to a valid solution.

What's the difference between "backtracking process" and "debugging cycle"?

While both involve retracing steps, the "backtracking process" is a general problem-solving technique, while a "debugging cycle" specifically refers to finding and fixing errors in code or systems.

When is it appropriate to use the term "backtracking process"?

Use the term "backtracking process" when you are describing a method of problem-solving or decision-making where you systematically retrace steps to find a solution or identify an error. It's particularly relevant when initial attempts have failed or when exploring multiple possibilities.

Are there alternatives to "backtracking process"?

Yes, you can use alternatives such as "traceback procedure" or "step-back methodology", depending on the specific context and the nuances you want to convey.