How Does the Constant of Proportionality for an Algorithm Differ

question 17

Multiple Choice

How does the constant of proportionality for an algorithm differ from focusing on the dominant term in big-O analysis?

• A) The constant of proportionality involves terms and coefficients that are usually ignored during big-O analysis.
• B) The constant of proportionality attempts to calculate the computational cost of N = NP problems.
• C) The constant of proportionality focuses on the dominant term's effects on other parts of the algorithm, rather than focusing solely on the dominant term.
• D) The constant of proportionality involves the creation of a benchmark for items that contribute to the dominant term.

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Definitions:

Optimal Combination

The most favorable mix of goods, services, or resources to achieve the highest level of satisfaction or output with given resources and constraints.

Efficiency

The property of a resource allocation of maximizing the total surplus received by all members of society.

Equality

The property of distributing economic prosperity uniformly among the members of society.

Decision Making

The cognitive process resulting in selecting a course of action among several alternatives.