computation
computation in 30 Seconds
- Computation is the systematic process of calculating or processing information using a set of logical rules, often facilitated by machines or complex mental effort.
- It differs from simple math by implying an algorithmic sequence, making it a key term in technology, science, and academic research environments.
- Commonly used in phrases like 'computational power' or 'cloud computation,' it highlights the technical and structural nature of a data-driven task.
- While often synonymous with calculation, it suggests a higher degree of complexity and is the foundational concept of modern computer science and AI.
At its core, computation is the process of taking an input, applying a set of logical or mathematical rules (an algorithm), and producing an output. While we often associate this word with modern silicon-based computers, the concept is far older and more profound. Historically, a 'computer' was a person—often a woman—whose job was to perform tedious manual calculations for astronomy or navigation. Today, computation describes the invisible engine of the digital age, encompassing everything from the way your smartphone renders a video to the complex simulations used to predict global weather patterns. It is distinct from simple 'arithmetic' because it implies a systematic, often automated, sequence of operations that can handle abstract data types beyond just numbers. When people use this word, they are usually highlighting the technical, structural, or algorithmic nature of a task rather than just the final result.
- Technical Application
- In computer science, computation is the study of what can be calculated and how efficiently it can be done. This leads to fields like 'computational complexity,' which asks if a problem is solvable in a reasonable amount of time.
- Biological Context
- Neuroscientists often refer to 'neural computation,' suggesting that the human brain processes sensory information—like light hitting the retina—using logic gates and electrical signals similar to a processor.
The sheer scale of the computation required to sequence the human genome was once thought impossible without supercomputers.
In professional settings, you might hear a scientist say, 'The computation of these variables is ongoing,' which sounds more rigorous and systematic than saying, 'I am doing the math.' It suggests a process that is repeatable, verifiable, and likely handled by specialized software. Furthermore, in the realm of philosophy, the 'computational theory of mind' posits that the human essence is essentially a form of information processing, making 'computation' a bridge between the physical world of neurons and the abstract world of thought.
Quantum computation promises to solve encryption problems that would take classical computers billions of years.
- Physical Reality
- Some physicists argue that the universe itself is a giant computation, where the laws of physics are the code and matter is the data being processed.
Error-free computation is the cornerstone of modern cryptographic security systems.
Mastering the word computation requires understanding its role as a formal noun that often functions as the subject or object of high-level technical actions. It frequently appears alongside verbs like 'perform,' 'execute,' 'facilitate,' or 'require.' Because it is a non-count noun in many contexts (referring to the general process) but a count noun in others (referring to specific mathematical instances), its versatility is significant. For example, you can say 'computation is fast' (general) or 'these computations are wrong' (specific instances).
- As a Subject
- 'Computation allows us to model climate change with increasing accuracy.' Here, it acts as the primary driver of the sentence.
- As an Object
- 'The researcher spent months performing the necessary computation for the flight path.' It serves as the target of the action.
The computation of tax liabilities has been automated to reduce human error.
In academic writing, 'computation' is often modified by adjectives to narrow its scope. 'Statistical computation,' 'symbolic computation,' and 'numerical computation' are all specific sub-fields. Using these modifiers shows a high level of English proficiency (C1/C2). Furthermore, the word is frequently used in the possessive or with prepositions: 'the cost of computation' or 'computation of the results.' It is rarely used in casual slang, making it a powerful marker of formal, professional, or academic register.
We must optimize our algorithms to minimize the time spent on computation.
Cloud-based computation has revolutionized how small businesses handle big data.
You will encounter computation most frequently in environments where technology, mathematics, and logic intersect. It is a staple of university lecture halls, particularly in departments of computer science, engineering, and physics. When a professor speaks about the 'limits of computation,' they are discussing what even the most powerful computers in the universe can never solve. In the corporate world, specifically in Silicon Valley or tech hubs, 'computation' is used to describe the resources needed for artificial intelligence. AI models like ChatGPT require massive amounts of 'computation' (often shortened to 'compute' in informal tech industry jargon) to train on large datasets.
'The computation load on our servers is peaking due to the new update,' the lead engineer reported.
Beyond tech, you'll hear it in financial news. Analysts talk about the 'computation of risk' or the 'computation of interest rates' over long periods. In these contexts, it implies a level of complexity that goes beyond a simple calculator. It suggests the use of sophisticated models and high-dimensional data. You might also hear it in the medical field, specifically 'computational biology,' where researchers use algorithms to model how a drug interacts with a protein at a molecular level. This is not just 'doing math'; it is simulating reality through logic.
- News & Media
- Headlines often use the word when discussing breakthroughs in 'Quantum Computation' or 'Edge Computation,' signaling the next frontier of human capability.
In the film 'Hidden Figures,' the protagonists are literal 'human computers' performing manual computation for NASA.
The most frequent error learners make with computation is using it in contexts that are too simple. For example, saying 'I did a computation to see if I had enough money for coffee' sounds unnaturally formal and slightly robotic. In that case, 'calculation' or 'check' is better. 'Computation' implies a system or a set of rules, usually involving machines or complex logic. Another common mistake is confusing 'computation' with 'computerization.' Computerization is the act of providing a place with computers (e.g., 'the computerization of the office'), whereas computation is the act of processing data.
- Mistake: Over-formalization
- Incorrect: 'The computation of 2 plus 2 is 4.' Correct: 'The sum of 2 and 2 is 4.' (Use computation for complex, multi-step processes).
- Mistake: Confusing with 'Compute'
- While 'compute' is the verb, 'computation' is the noun. Don't say 'I need to computation this.' Say 'I need to perform this computation' or 'I need to compute this.'
Avoid saying 'The computation of the room was clean.' You mean 'computerization' or simply 'the computers in the room.'
Additionally, be careful with the plural. We use 'computation' as an uncountable noun when talking about the field or the general act ('Computation is a vast field'). We use 'computations' when referring to specific, countable instances of math ('The scientist checked her computations for errors'). Using 'computations' to mean 'computers' is an archaic mistake; 'computers' are the machines, 'computations' are the actions they perform.
While computation is a specific term, it shares a semantic neighborhood with several other words. Understanding the nuances between them will help you choose the right word for the right situation. The most common synonym is 'calculation,' but they are not always interchangeable. 'Calculation' often refers to the act of finding a numerical answer, while 'computation' refers to the logical process that leads there. Think of 'calculation' as the 'what' and 'computation' as the 'how.'
- Computation vs. Calculation
- Calculation is often manual and numeric (e.g., 'a quick calculation of the tip'). Computation is often automated and logical (e.g., 'the computation of a 3D model').
- Computation vs. Processing
- 'Processing' is a broader term that includes moving data around, while 'computation' specifically refers to the logical transformation of that data.
While computation implies logic, 'reckoning' is a more literary or old-fashioned term for the same idea.
Other alternatives include 'analysis,' which implies a deeper look at the meaning of data, and 'ciphering,' which is a very old-fashioned word for doing arithmetic. In the context of computer science, you might hear 'execution,' as in 'the execution of an algorithm,' which is nearly synonymous with 'computation' in that specific scenario. Choosing 'computation' signals that you are thinking about the underlying logic and the systematic nature of the task.
The computation required for modern graphics is handled by the GPU, not just the CPU.
How Formal Is It?
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Fun Fact
Before electronic machines, 'computers' were people who did computation by hand. The word 'computation' was their job description.
Pronunciation Guide
- Pronouncing 'com' as 'come'
- Missing the 'y' sound in 'pyoo'
- Stressing the first syllable
- Pronouncing 'tion' as 'tee-on'
- Confusing it with 'competition'
Difficulty Rating
Common in academic and tech articles.
Requires understanding of formal register.
Not common in casual conversation.
Often heard in lectures or news.
What to Learn Next
Prerequisites
Learn Next
Advanced
Grammar to Know
Noun as Adjective
Computation power (using the noun to describe the power).
Uncountable Nouns
Much computation (not many computation).
Gerund Phrases
Performing the computation is essential.
Passive Voice
The computation was performed by the machine.
Prepositional Phrases
The cost of computation is rising.
Examples by Level
The computer does a fast computation.
Le computer fait un calcul rapide.
Noun as a subject complement.
Math is a kind of computation.
Les maths sont une sorte de calcul.
Simple definition sentence.
He likes computation.
Il aime le calcul.
Direct object.
Big computation is hard.
Le grand calcul est difficile.
Adjective modifying the noun.
We use computation every day.
Nous utilisons le calcul chaque jour.
Present simple tense.
Is this computation right?
Ce calcul est-il correct ?
Interrogative sentence.
The computation is 5.
Le résultat est 5.
Linking verb 'is'.
I see the computation.
Je vois le calcul.
Subject-verb-object.
The machine helps with the computation.
La machine aide pour le calcul.
Prepositional phrase 'with the...'
Her computation was very accurate.
Son calcul était très précis.
Possessive adjective 'Her'.
We need computation for this game.
Nous avons besoin de calcul pour ce jeu.
Noun for necessity.
The computation takes one second.
Le calcul prend une seconde.
Third person singular verb.
Computers are good at computation.
Les ordinateurs sont bons en calcul.
Adjective phrase 'good at'.
I did the computation in my head.
J'ai fait le calcul dans ma tête.
Past simple 'did'.
They finished the computation.
Ils ont terminé le calcul.
Completed action.
Simple computation is easy for me.
Le calcul simple est facile pour moi.
Adjective 'Simple'.
The scientist performed a complex computation.
Le scientifique a effectué un calcul complexe.
Using the formal verb 'perform.'
Errors in computation can lead to big problems.
Des erreurs de calcul peuvent mener à de gros problèmes.
Prepositional phrase 'in computation.'
Modern computation is very different from the past.
Le calcul moderne est très différent du passé.
Comparison sentence.
We are studying the computation of orbits.
Nous étudions le calcul des orbites.
Gerund phrase 'studying the...'
The software handles all the computation.
Le logiciel gère tout le calcul.
Transitive verb 'handles.'
Is there a limit to computation?
Y a-t-il une limite au calcul ?
Existential 'Is there...'
The computation of the results took all night.
Le calcul des résultats a pris toute la nuit.
Noun phrase as a subject.
He is an expert in mathematical computation.
C'est un expert en calcul mathématique.
Compound noun phrase.
The computation of tax requires specific software.
Le calcul des impôts nécessite un logiciel spécifique.
Subject-verb agreement.
By using parallel computation, we saved hours.
En utilisant le calcul parallèle, nous avons gagné des heures.
Gerund phrase 'By using...'
The theoretical computation proved to be correct.
Le calcul théorique s'est avéré correct.
Phrasal verb 'proved to be.'
Data computation is the core of our business.
Le calcul des données est le cœur de notre activité.
Noun as a modifier.
We must optimize the computation for better speed.
Nous devons optimiser le calcul pour une meilleure vitesse.
Modal verb 'must'.
Her research focuses on neural computation.
Ses recherches portent sur le calcul neuronal.
Scientific terminology.
The cloud provides massive computation power.
Le cloud fournit une puissance de calcul massive.
Adjective 'massive'.
The computation of the risk was based on historical data.
Le calcul du risque était basé sur des données historiques.
Passive voice 'was based on'.
The sheer scale of the computation was staggering.
L'ampleur du calcul était ahurissante.
Abstract noun usage with 'sheer scale.'
Computation is not merely arithmetic; it is logic.
Le calcul n'est pas seulement de l'arithmétique ; c'est de la logique.
Correlative conjunction 'not merely... but...'
He argued that the mind is a form of computation.
Il a soutenu que l'esprit est une forme de calcul.
Subordinate clause with 'that'.
We are approaching the physical limits of silicon-based computation.
Nous approchons des limites physiques du calcul à base de silicium.
Present continuous tense.
The computation of the algorithm's complexity is vital.
Le calcul de la complexité de l'algorithme est vital.
Double genitive structure.
Distributed computation allows for global collaboration.
Le calcul distribué permet une collaboration mondiale.
Phrasal verb 'allows for.'
The paper discusses the history of symbolic computation.
L'article traite de l'histoire du calcul symbolique.
Academic register.
Without error-correcting computation, digital storage would fail.
Sans calcul correcteur d'erreurs, le stockage numérique échouerait.
Conditional 'would'.
The ontological status of computation remains a debated topic.
Le statut ontologique du calcul reste un sujet débattu.
Highly formal academic vocabulary.
Church and Turing revolutionized our understanding of computation.
Church et Turing ont révolutionné notre compréhension du calcul.
Historical reference.
Quantum computation leverages the principles of superposition.
Le calcul quantique exploite les principes de la superposition.
Specialized scientific terminology.
The computation of the universe's initial state is a grand challenge.
Le calcul de l'état initial de l'univers est un défi majeur.
Complex noun phrase as subject.
Bio-molecular computation uses DNA to process information.
Le calcul biomoléculaire utilise l'ADN pour traiter l'information.
Interdisciplinary term.
The efficiency of a computation is often measured in FLOPs.
L'efficacité d'un calcul est souvent mesurée en FLOPs.
Passive voice 'is measured in'.
Recursive computation is a cornerstone of functional programming.
Le calcul récursif est une pierre angulaire de la programmation fonctionnelle.
Technical metaphor 'cornerstone.'
The sheer ubiquity of computation in daily life is often overlooked.
L'omniprésence pure du calcul dans la vie quotidienne est souvent négligée.
Noun 'ubiquity' modifying the context.
Synonyms
Antonyms
Common Collocations
Common Phrases
— Something so large or complex it cannot be calculated.
The stars in the sky are beyond computation.
— A problem-solving method that uses computer science techniques.
Schools are teaching computational thinking to kids.
— The study of the abstract limits of math and logic.
His degree is in theoretical computation.
— Doing many calculations at the exact same time.
Parallel computation speeds up the process.
— Manipulating mathematical symbols rather than numbers.
Algebra is a form of symbolic computation.
— Processing data on portable devices.
Mobile computation is limited by battery life.
— Calculating results as soon as data arrives.
Self-driving cars need real-time computation.
— Using subatomic particles to process data.
Quantum computation is the next big thing.
— Spreading a task across many computers.
SETI uses distributed computation.
Often Confused With
Sounds similar but means a contest between people.
More general and often refers to simple arithmetic.
The process of adding computers to a system, not the math itself.
Idioms & Expressions
— To perform a lot of calculations.
Let me crunch the numbers and get back to you.
Informal— Following the rules exactly, like an algorithm.
He does his computation by the book.
Neutral— Think about the logic or numbers to see the truth.
If you do the math, you'll see it's a bad deal.
Informal— Check the calculations or financial feasibility.
We need to run the numbers before we invest.
Business— A risk taken after careful computation of the odds.
It was a calculated risk that paid off.
Neutral— The logic or computation is incorrect or suspicious.
His story just doesn't add up.
Informal— The final result of a computation or situation.
The bottom line is we are losing money.
Business— A result that is close to the correct computation.
That estimate is in the ballpark.
Informal— Perfectly accurate, as if computed exactly.
She followed the instructions to a T.
Informal— To attempt a computation or task that is impossible.
Trying to please everyone is like squaring the circle.
LiteraryEasily Confused
Both involve math.
Calculation is the act of finding a number; computation is the logical process of doing so, often via algorithm.
A quick calculation shows we're late; the computation of the orbit took weeks.
Both happen in computers.
Processing is broad (moving, storing, changing data); computation is specifically the logical/math part.
Word processing is for text; computation is for physics simulations.
Similar root word.
Computerization is putting computers into a business; computation is what those computers do.
The computerization of the library allowed for faster computation of book loans.
Both involve numbers.
Arithmetic is basic adding/subtracting; computation includes logic and complex steps.
Children learn arithmetic; engineers use computation.
They are related.
An algorithm is the set of rules; computation is the act of following those rules.
The algorithm is the recipe; the computation is the cooking.
Sentence Patterns
The [noun] of [noun] is [adjective].
The computation of the tax is difficult.
[Noun] requires [adjective] computation.
AI requires massive computation.
By performing [adjective] computation, we can [verb].
By performing parallel computation, we can save time.
The [adjective] nature of [noun] suggests a form of computation.
The algorithmic nature of genetics suggests a form of computation.
I used a computer for the [noun].
I used a computer for the computation.
There is an error in the [noun].
There is an error in the computation.
[Noun] is beyond [noun].
The complexity is beyond computation.
The limits of [noun] are [adjective].
The limits of computation are theoretical.
Word Family
Nouns
Verbs
Adjectives
Related
How to Use It
Highly frequent in technical and academic domains, rare in casual speech.
-
The computation of the race was 10 seconds.
→
The time of the race was 10 seconds.
Computation refers to the process of calculating, not the result of a physical measurement like time.
-
I am computation the math.
→
I am computing the math.
You used a noun where a verb was needed.
-
The office needs more computation.
→
The office needs more computers.
You confused the process with the physical machines.
-
He did a competition to find the answer.
→
He did a computation to find the answer.
You confused two words that sound similar.
-
This is a simple computation: 1+1.
→
This is a simple calculation: 1+1.
While technically correct, 'computation' is usually reserved for more complex tasks.
Tips
Academic Precision
In essays, use 'computation' when discussing data-driven results to add a professional tone.
Word Family
Learn 'computational' (adj) and 'computationally' (adv) to expand your range.
Stress the Right Syllable
Remember to stress the 'TAY' in computation: com-pju-TAY-shun.
Tech Conversations
Use this word when talking about AI, cloud services, or data science.
Non-count vs Count
Use 'much computation' for the abstract concept and 'many computations' for specific problems.
The Gear Metaphor
Visualize gears turning in a machine to represent the steps of a computation.
News Clues
When you hear 'computation' in the news, expect a story about technology or science.
Avoid Repetition
Switch between 'computation', 'processing', and 'calculation' to keep your writing interesting.
Business Math
Use 'computation of risk' instead of 'calculating risk' in formal reports.
Latin Roots
Remember 'com-' (together) and 'putare' (to settle/count) to recall the meaning.
Memorize It
Mnemonic
COM-PUT-A-TION: 'COM' (Common) 'PUT' (Put) 'A' 'TION' (Action). It's the action of putting common logic together.
Visual Association
Imagine a giant mechanical clock where every gear represents a step in a math problem. The movement of the gears is 'computation.'
Word Web
Challenge
Try to explain how a microwave knows how long to cook popcorn using the word 'computation' in three sentences.
Word Origin
From the Latin 'computatio', which comes from 'computare'.
Original meaning: To count, sum up, or reckon together.
Italic -> Romance -> Latin -> Middle French -> English.Cultural Context
Be careful not to sound like a robot by using it for very simple daily tasks.
Commonly used in 'STEM' (Science, Technology, Engineering, Math) education discussions.
Practice in Real Life
Real-World Contexts
Mathematics
- Numerical computation
- Symbolic computation
- Perform a calculation
- Mathematical logic
Computer Science
- Algorithmic computation
- Computational complexity
- Runtime
- Execution speed
Finance
- Computation of interest
- Risk computation
- Actuarial computation
- Tax computation
Science
- Computational model
- Data computation
- Simulation
- Experimental results
Daily Life
- Quick computation
- Mental computation
- Calculator
- Doing the math
Conversation Starters
"Do you think human thought is just a complex form of computation?"
"How has the speed of computation changed the way we live today?"
"Would you trust a computation over a human's intuition in a medical diagnosis?"
"What is the most complex computation you have ever had to perform?"
"Do you believe we will ever reach the physical limits of computation?"
Journal Prompts
Reflect on a time when a simple error in computation led to a surprising or difficult result in your life.
If the universe is a giant computation, who or what do you think wrote the original code?
How does the concept of 'computational thinking' apply to your daily problem-solving outside of work?
Describe a world where computation was suddenly 1,000 times slower. How would society change?
Write about the ethical implications of using computation to make decisions about human lives, such as in court cases.
Frequently Asked Questions
10 questionsYes, it can be both. Use 'computation' for the general process and 'computations' for specific instances or multiple calculations.
Computation sounds more technical and implies a systematic, algorithmic process. Calculation is more common for everyday math.
Yes, you can say 'mental computation,' but it sounds very formal. 'Mental math' or 'mental calculation' is more common.
It refers to the ability of a computer or system to perform many computations quickly.
No, 'compute' is the verb (the action), and 'computation' is the noun (the process).
It means something is so large or complex that it cannot be measured or calculated.
It comes from the Latin word 'computatio,' meaning 'counting' or 'reckoning.'
Yes, 'computational biology' uses algorithms to understand biological systems like DNA.
Before electronic computers, it was a person whose job was to perform manual computation.
In tech slang (like AI), people say 'we need more compute.' In formal writing, always use 'computation.'
Test Yourself 200 questions
Use 'computation' in a sentence about science.
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Write a sentence using 'computational power'.
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Explain the difference between calculation and computation in your own words.
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Write a sentence using 'beyond computation'.
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Use 'computation' in a formal business context.
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Write a sentence about a mistake in computation.
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Use 'computation' in a sentence about a computer.
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Write a sentence using 'parallel computation'.
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Use 'computation' in a sentence about a person.
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Write a sentence about 'cloud computation'.
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Use 'computation' in a sentence about history.
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Write a sentence using 'computation speed'.
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Write a sentence using 'theoretical computation'.
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Use 'computation' in a sentence about a phone.
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Write a sentence using 'numerical computation'.
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Use 'computation' in a sentence about a bill.
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Write a sentence using 'massive computation'.
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Pronounce 'computation' out loud.
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Describe what a computer does using the word 'computation'.
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Ask a colleague if they have finished the math for a project.
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Explain why computation is important for weather forecasts.
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Say 'The computation of the results took all night' with proper stress.
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Tell a friend that a math problem is too hard to solve.
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Talk about a mistake you made in a calculation.
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Explain 'cloud computation' to a child.
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Discuss the power of modern smartphones.
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Argue that the brain is like a computer.
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Describe a supercomputer.
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Talk about tax season.
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Say 'numerical computation' three times fast.
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Discuss the future of technology.
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Tell someone to check their work.
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Explain 'beyond computation'.
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Say 'the speed of computation'.
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Listen for the word: 'The computation was perfect.' What was perfect?
Listen: 'We need more computational resources.' What is needed?
Listen: 'The error in computation was fatal.' Was it a good thing?
Listen: 'Parallel computation saves time.' Why use it?
Listen: 'The limits of computation.' What are we talking about?
Listen: 'Crunch the numbers.' Is the speaker eating?
Listen: 'Cloud computation is efficient.' What is efficient?
Listen: 'Symbolic computation.' Does it use numbers only?
Listen: 'The computation of risk.' What field is this?
Listen: 'Neural computation in the brain.' What part of the body is mentioned?
Listen: 'Computation power.' Is this about energy or math?
Listen: 'The computation took 5 seconds.' How long was it?
Listen: 'Massive computation.' Is it a little or a lot?
Listen: 'Numerical computation is key.' What is key?
Listen: 'Beyond computation.' Can we count it?
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Summary
Computation is the logical engine of the modern world. It is the process of transforming input into output through algorithms. Example: 'The computation of weather models requires massive supercomputers to process billions of data points.'
- Computation is the systematic process of calculating or processing information using a set of logical rules, often facilitated by machines or complex mental effort.
- It differs from simple math by implying an algorithmic sequence, making it a key term in technology, science, and academic research environments.
- Commonly used in phrases like 'computational power' or 'cloud computation,' it highlights the technical and structural nature of a data-driven task.
- While often synonymous with calculation, it suggests a higher degree of complexity and is the foundational concept of modern computer science and AI.
Academic Precision
In essays, use 'computation' when discussing data-driven results to add a professional tone.
Word Family
Learn 'computational' (adj) and 'computationally' (adv) to expand your range.
Stress the Right Syllable
Remember to stress the 'TAY' in computation: com-pju-TAY-shun.
Tech Conversations
Use this word when talking about AI, cloud services, or data science.
Example
I did a quick computation of the grocery bill in my head before reaching the checkout.
Related Content
This Word in Other Languages
More Math words
add
A1To put something with something else to increase the total number, size, or quality. It is also the basic mathematical process of combining two or more numbers to get a sum.
addition
B2The act of joining or putting something with something else to increase the size, number, or amount. It can also refer to a person or thing that is added to improve or supplement an existing group or object.
adnumerate
C1The rare or archaic act of counting, reckoning, or adding items to a total number. It refers to the systematic process of inclusion in a list or tally during formal assessments.
aggregate
A2To collect or gather several different pieces of information or items into one large group or total. It is most commonly used when talking about data, numbers, or small objects brought together.
algebraic
B2Relating to or involving algebra, a branch of mathematics that uses letters and symbols to represent numbers and quantities. It describes expressions, equations, or methods that follow the rules of symbolic mathematical manipulation.
amount
B1A quantity of something, especially something that cannot be counted such as a liquid, substance, or abstract quality. It also refers to a total sum of money or the result of adding things together.
angle
C1Positioned at a slant or lean; not perpendicular or parallel to a specific reference point. It can also describe a biased or specific perspective taken when presenting information.
antiequancy
C1Describing a state or condition where two elements are fundamentally non-equivalent and cannot be balanced or standardized through common comparative methods. It is often used in specialized testing contexts to describe data or systems that resist being made equal or interchangeable.
antimodion
C1Pertaining to a substitute or compensatory unit of measurement used to offset or balance a primary standard. It is often used in historical or technical contexts to describe something that acts as a counter-measure or equivalent adjustment.
antiparless
C1To systematically identify and eliminate a lack of parity or balance within a system, dataset, or social structure. It involves actively correcting discrepancies to ensure that no single element remains disproportionately represented or valued.