Problem Solving and Reasoning

SuperMath
16 Sept 202421:15

Summary

TLDRThis educational video delves into the art of learning and problem-solving, emphasizing the significance of reasoning skills in various challenges. It explores two types of reasoning: inductive, which generalizes from specific observations, and deductive, which applies general principles to specific cases. The video introduces George Pólya's four-step problem-solving approach and offers strategies like looking for patterns, making organized lists, guessing and checking, and drawing diagrams. Aimed at students and those seeking to enhance their cognitive abilities, the video promises to sharpen viewers' problem-solving skills.

Takeaways

  • 🧠 The video emphasizes the importance of mastering learning and problem-solving skills, which are crucial for tackling various challenges, from academic subjects to everyday life.
  • 🔍 It introduces reasoning as a fundamental process for drawing conclusions or making inferences based on available information, facts, or premises.
  • 📊 Two main types of reasoning are discussed: inductive reasoning, which involves making generalizations from specific observations, and deductive reasoning, which applies general principles to specific cases.
  • 🌐 Inductive reasoning is characterized by a bottom-up approach, starting with specific instances to form broader generalizations, but it comes with uncertainty as it's based on limited observations.
  • 🔝 Deductive reasoning, on the other hand, is a top-down approach that guarantees the truth of the conclusion if the premises are true and the reasoning process is valid.
  • 🌰 Examples are provided to illustrate the difference between inductive and deductive reasoning, such as predicting the sun rising in the east based on past observations versus concluding that Socrates is mortal because all humans are mortal.
  • 📊 A comparison chart is mentioned to differentiate between the two types of reasoning based on the direction of reasoning, certainty of conclusions, and examples of how each is applied.
  • 💡 The video also highlights the work of George Pólya, a Hungarian mathematician known for his influential book 'How to Solve It,' which outlines a four-step approach to solving problems: understanding the problem, devising a plan, carrying out the plan, and reviewing the solution.
  • 📚 Several problem-solving strategies are suggested, such as looking for patterns, making organized lists, guessing and checking, working backwards, using logical reasoning, drawing diagrams, solving simpler problems, reading the problem carefully, and keeping a problem-solving journal.
  • 🌟 The video aims to empower viewers to enhance their problem-solving abilities, whether they are students preparing for exams or individuals seeking to sharpen their minds.

Q & A

  • What is the main focus of the video?

    -The main focus of the video is to discuss and explain strategies for mastering the art of learning and problem-solving, including both inductive and deductive reasoning.

  • What is reasoning according to the video?

    -Reasoning is the process of drawing conclusions or making inferences based on information, facts, or premises. It involves using logic, evidence, and critical thinking to connect ideas and draw conclusions.

  • How does inductive reasoning differ from deductive reasoning?

    -Inductive reasoning moves from specific observations to broader generalizations, while deductive reasoning starts with a general statement and examines possibilities to reach a specific or logical conclusion.

  • What is an example of inductive reasoning given in the video?

    -An example of inductive reasoning is observing that the sun has risen in the east on multiple days and then concluding that the sun always rises in the East.

  • What is an example of deductive reasoning provided in the video?

    -An example of deductive reasoning is the statement 'All humans are mortal, Socrates is a human, therefore Socrates is mortal.'

  • What is the significance of the certainty of conclusions in deductive reasoning?

    -In deductive reasoning, if the premises are true and the reasoning process is valid, the conclusion is guaranteed to be true, providing certainty in the outcome.

  • How does the video suggest using inductive reasoning in everyday life?

    -The video suggests using inductive reasoning in everyday life by making general beliefs or predictions based on specific experiences or evidence, such as expecting a restaurant to serve good food because it has done so in the past.

  • What is the role of deductive reasoning in problem-solving according to the video?

    -Deductive reasoning plays a role in problem-solving by allowing individuals to test or apply general theories to specific cases to reach definite conclusions.

  • Who is George Pólya and what is his contribution to problem-solving?

    -George Pólya was a Hungarian mathematician who contributed significantly to the field of problem-solving with his influential book 'How to Solve It', where he outlines four approaches to solving word problems.

  • What are some problem-solving strategies mentioned in the video?

    -Some problem-solving strategies mentioned in the video include looking for patterns, making an organized list, guessing and checking, making a table, working backwards, using logical reasoning, drawing a diagram, solving a simpler problem, reading the problem carefully, and creating problem-solving journals.

Outlines

00:00

🧠 Mastering the Art of Learning and Problem Solving

This paragraph introduces the topic of the video, which is about enhancing learning and problem-solving skills. It emphasizes the significance of these skills in various fields, including math and science, and suggests that the video will provide strategies to think more clearly and solve problems faster. The host encourages viewers to take notes and engage with the content, promising a step-by-step guide to boost problem-solving abilities.

05:01

🔍 Understanding Reasoning and Its Types

The speaker defines reasoning as the process of drawing conclusions based on information or premises. Reasoning is crucial for understanding situations or solving problems and involves using logic and evidence. Two types of reasoning are discussed: inductive and deductive. Inductive reasoning involves making generalizations from specific observations, which leads to probable but not certain conclusions. An example given is observing that the sun rises in the east on multiple days and inferring that it always does. Deductive reasoning, on the other hand, starts with a general statement and applies it to a specific case to reach a certain conclusion, which is guaranteed to be true if the premises are correct.

10:02

🌱 Inductive and Deductive Reasoning in Daily Life

This paragraph delves deeper into the practical applications of inductive and deductive reasoning. Inductive reasoning is illustrated through everyday examples such as inferring the quality of food at a restaurant based on past experiences. Deductive reasoning is explained as a top-down approach, starting with a general statement and reaching specific conclusions. Examples are provided to clarify the difference between the two types of reasoning, such as predicting the fruit in a bowl based on a sample or concluding that Socrates is mortal because all humans are mortal.

15:03

📊 Comparing Inductive and Deductive Reasoning

The paragraph presents a comparison chart to differentiate between inductive and deductive reasoning. It highlights the direction of reasoning, with inductive reasoning moving from specific observations to general conclusions and deductive reasoning moving from general principles to specific conclusions. The certainty of conclusions is also contrasted, with inductive reasoning offering probabilities and deductive reasoning providing certainty if the premises are true. Examples are given to illustrate how each type of reasoning is applied in different scenarios.

20:04

📚 Problem-Solving Strategies by George Pólya

The final paragraph introduces George Pólya, a Hungarian mathematician known for his influential book 'How to Solve It.' Pólya's work is recognized for providing four approaches to solving word problems: understanding the problem, devising a plan, carrying out the plan, and looking back to review the solution. The paragraph also lists various problem-solving strategies such as looking for patterns, making organized lists, guessing and checking, and drawing diagrams. These strategies are aimed at helping viewers become more effective and creative in solving word problems.

Mindmap

Keywords

💡Problem Solving

Problem solving refers to the process of finding solutions to complex problems or challenges. In the video, problem solving is the central theme, with the speaker discussing various strategies to enhance this skill. The video aims to help viewers tackle issues in math, science, and everyday scenarios more effectively by improving their problem-solving abilities.

💡Reasoning

Reasoning is the cognitive process of drawing conclusions or making inferences based on available information, facts, or premises. It plays a crucial role in the video, as it is the foundation for logical thinking and decision-making. The script explains how reasoning helps in connecting ideas and drawing conclusions, which is essential for effective problem solving.

💡Inductive Reasoning

Inductive reasoning is a method of reasoning where general conclusions are drawn from specific observations or examples. The video script uses the example of observing the sun rising in the east on multiple days to infer that it always rises in the east. This type of reasoning is highlighted as a way to form general beliefs or predictions based on specific experiences.

💡Deductive Reasoning

Deductive reasoning is a top-down approach where a specific conclusion is reached by applying a general statement or principle to a particular case. The video provides the example of 'all humans are mortal' to logically conclude that 'Socrates is mortal'. This reasoning is emphasized for its certainty, as long as the premises are true and the reasoning process is valid.

💡Patterns

Patterns refer to regularities or sequences that can be identified in data or situations. In the context of the video, looking for patterns is a strategy for solving problems, especially when dealing with sequences like arithmetic or geometric progressions. Identifying patterns can lead to the formulation of general rules or predictions.

💡Logical Thinking

Logical thinking is the process of thinking that is based on valid reasoning. It is integral to both inductive and deductive reasoning, as discussed in the video. Logical thinking helps in structuring arguments and making sound decisions by ensuring that conclusions follow logically from premises.

💡Generalizations

Generalizations are broad statements or conclusions that are made based on specific observations or experiences. The video script mentions generalizations in the context of inductive reasoning, where specific instances are used to form a general rule or conclusion, although with an inherent uncertainty.

💡Hypothesis

A hypothesis is a proposed explanation or assumption made on the basis of limited evidence, as a starting point for further investigation. In the video, the speaker discusses how inductive reasoning helps in formulating hypotheses or theories, which are then tested using deductive reasoning.

💡George Pólya

George Pólya was a Hungarian mathematician known for his influential book 'How to Solve It,' published in 1945. His work is mentioned in the video as a significant contribution to the field of problem-solving strategies. Pólya's four-step approach to problem-solving—understanding the problem, devising a plan, carrying out the plan, and looking back—is highlighted as a method to tackle word problems effectively.

💡Critical Thinking

Critical thinking involves analyzing and evaluating information objectively to form judgments. The video emphasizes the importance of critical thinking in problem-solving, particularly when using inductive and deductive reasoning to connect ideas and draw conclusions. It is a skill that enables individuals to approach challenges with a questioning and analytical mindset.

Highlights

Introduction to mastering the art of learning and problem-solving.

Emphasizing the importance of problem-solving and reasoning skills in various fields.

Defining reasoning as the process of drawing conclusions based on information and facts.

Explaining the role of logic, evidence, and critical thinking in reasoning.

Discussing the concept of reasoning as solving puzzles with the mind.

Differentiating between inductive and deductive reasoning.

Describing inductive reasoning as moving from specific observations to general conclusions.

Highlighting the probabilistic nature of inductive reasoning.

Providing an example of inductive reasoning with the sun rising in the east.

Contrasting inductive reasoning with deductive reasoning's top-down approach.

Explaining deductive reasoning's certainty if premises are true.

Giving an example of deductive reasoning with the mortality of Socrates.

Comparing inductive and deductive reasoning in a chart format.

Discussing the use of inductive reasoning in forming hypotheses and theories.

Explaining deductive reasoning's role in testing hypotheses and theories.

Introducing George Pólya's influential book 'How to Solve It'.

Summarizing Pólya's four-step approach to solving problems.

Listing problem-solving strategies such as looking for patterns and making organized lists.

Encouraging the use of guess and check, working backwards, and logical reasoning in problem-solving.

Suggesting drawing diagrams and solving simpler problems as part of the problem-solving process.

Advocating for careful reading of problems and keeping a problem-solving journal.

Concluding with a summary of the discussed problem-solving strategies.

Transcripts

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[Music]

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hello every everyone welcome back to the

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channel now we are going to dig deep

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into mastering the art of learning and

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problem solving today we are going to

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talk about something that's a game

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changer whether you are tackling math

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science or everyday

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challenges problem solving and reasoning

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skills so in this video we will break

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down some powerful strategies that can

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help you to think more clearly solve

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problems faster and approach every

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challenges with confidence whether your

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students trying to e the exam or someone

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who just looking to sharpen their mind

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stick around because these tips are for

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you uh from looking for the patterns to

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working backwards and using logic I'll

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be walking

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through uh by step byst step guide to

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boost your problem solving skills so

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grab your pen take some notes and let

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let get dive right into it so let us

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first Define reasoning so reasoning is

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the process of drawing conclusions or

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making

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inferences based on information facts or

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premises that we have wherein reasoning

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is the process of our thinking through a

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problem or situation to reach a

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conclusions or making

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decisions it involves using logic

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evidence critical thinking to connect

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ideas and draw conclusions there are

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different types of reasoning but there

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are all shares the goal of helping us to

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understand things better or solve

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problems by reasoning we can analyze

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situations make predictions and decides

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what actions to take so in simple terms

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reasoning is like solving a passle with

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your mind you look at the pieces for

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example the facts the observations or

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ideas that you have and try to fit them

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together in a way that makes sense it is

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the process we use to figure things out

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whether it's deciding what to have for

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dinner or understanding a complex

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scientific Concepts so now let us have

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with two types of reasoning so we have

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the inductive reasonings which is

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inductive reasoning is the process of

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getting a general conclusions by

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observing a specific examples or sets so

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here in inductive reasoning we are

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conducting an approach which is bottom

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up which is this is a type or of logical

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thinking that involves making

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generalizations based on specific

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observations or

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experiences it starts with noticing

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patterns or specific examples and and

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then infer a broader conclusions from

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them unlike deductive reasonings which

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guarantees the truth of the conclusion

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if the premises are true inductive

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reasoning leads to conclusion that are

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probable but not certain okay so for

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example the sun rose in the east on

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Monday the sun rose in the east on

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Tuesday the sun rose in the east on

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Wednesday so therefore

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the sun always rises in the East so by

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this example so this is an inductive

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reasoning

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wherein we don't have the

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certainty which is it will the sun will

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always rises in the East based on our

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observations because the data that we

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have here right now is limited or we

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cannot give conclusion by those

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observation that we conclude by the sun

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rose in the east on Monday and also on

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Tuesday on and on Wednesday so the key

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the key characteristic that you need to

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uh look here

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is there is a conclusion that is likely

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to be true in this statement but there

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is no guarantee that it will always be

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true so there is always a chance that

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future

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observations could contradict the

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generalizations so bottom up approach as

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we said earlier this is an inductive

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reasoning moves from specific cases to

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broader uh

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generalizations okay so use in everyday

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life wherein we often use inductive

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reasoning in Daily decisions like

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expecting a restaurant to serve good

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food because it has done so in the

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past okay so for example um um if you if

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you taste a few strawberry from a bowl

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they are all sweet rather so you might

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conclude that all the strawberries in

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the bowl are sweet this conclusion is

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based on inductive reasoning wherein

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however there there is a chance that not

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all the strawberries are sweet so your

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generalizations is based on limited

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observations so in summary inductive

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reasoning help us from General beliefs

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or predictions based on specific

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experiences or evidence that we have but

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it does not guarantee that those beliefs

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or predictions will always be correct

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therefore there is

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uncertainty particularly with inductive

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reasoning while when we talk about

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deductive reasoning this is the topd

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down approach that we have deductive

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reasoning starts with a general

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statement and examines the possibilities

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to reach a specific or logical

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conclusions so it moves from General to

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specific unlike inductive that is

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specific to General so here right now

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deductive reasoning is also a type of

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logical thinking where you start with a

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general principle or premise and apply

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it to a specific case to reach a certain

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conclusion so it works from top down

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meaning it moves from a broad idea

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general statement to a specific or

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logical outcome if the initial uh

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premises are true and the reasoning

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process is valid the conclusion drawn

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through theed doct of reasoning will be

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also true like for

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example all humans are mortal Socrates

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is a human therefore Socrates is is mar

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so for like for example uh in this um

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example is all humans are

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Mor right and then we identify Socrates

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is a human so now we can conclude that

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therefore Socrates is Immortal so as you

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can see in this statement our conclusion

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it has certainty it could happen so

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certainty if the premises are true and

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the reasoning is correct the conclusion

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is guaranteed to be true so topown

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approach is we have with deductive

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reasoning wherein it starts from general

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idea and works its way down to specific

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conclusions wherein you reasoning

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process is valid if the conclusion NE

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necessarily follows from the premises

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okay so now let us have another example

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all fruits have seeds an apple is a

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fruit therefore an Apple has seeds so in

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this this is a deductive reasoning since

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the first premise or in the first

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statement that we have this is a general

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truth and the second uh statement is a

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specific fact the conclusion follows

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logically and must be true if the

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premises are accurate so in summary

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deductive reasoning is a powerful tool

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for arriving at definite conclusion

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based on general principles it ensures

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that conclusions are logically sound but

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its Effectiveness depends on the truth

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of the starting premises so as we said

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earlier deductive reasoning is General

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to specific meaning we have General

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principle general rule or Theory and

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applying it to a specific case for

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instance to reach a conclusions so you

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start with a general rule apply it to

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specific situations to reach your

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specific conclusions okay so both

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approaches are Essentials for different

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types of reasoning and problem solvings

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as we said inductive reasoning helps in

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forming hypothesis or general theories

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while deductive reasoning is used to

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test or apply those theories in for uh

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in um particular cases that we have now

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let us have with comparison chart so in

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comparison chart we have the

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aspects

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for the direction of the reasoning the

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certainty of our conclusion and let we

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have also another example and how we use

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that certain reasoning that we have in

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inductive and deductive reasoning so

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moving from specific

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observations example or instances to

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from abroad General conclusions or

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Theory so as we gathered our specific

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instances instances and use them to form

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a general rule or conclusions okay so

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General to specific so starting with a

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general principle rule or Theory and

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applying it a specific case or instance

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to reach a conclusion so that is

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inductive while deductive reasoning you

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start with a general rule and apply it

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to a specific situation to reach a

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specific conclusion that is why in

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directions of reasoning particularly

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with inductive that's specific to

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General you have a specific conclusion

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to General assumptions while um

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deductive reasoning you have General

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assumptions it goes to specific

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conclusions in the aspects of certainty

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of our conclusions in inductive

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reasoning as a summary we have a

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probability or we have

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uncertainty and unlike with deductive we

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have

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certainty if the premises are true okay

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so like for example in

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inductive observing that all swans

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you've seen are white and concluding all

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swans are

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white okay so that's inductive in

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deductive reasoning all humans are

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mortal

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which is Socrates is a human so

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therefore we can conclude Socrates is a

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moral so how do we use an inductor

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reasoning we have formulating hypothesis

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and theories and in deductor reasoning

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we use the aspect of testing our

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hypothesis and theories okay like for

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example this one let us identify if this

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is inductive or deductive reasoning so

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you can post the video and then you can

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uh think of it what uh is it inductive

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or

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deductive okay so let us read the

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statement during the past 10 years an

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apple tree has produced plums every

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other year last year the tree did not

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produce Apple so this year the tree will

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produce Apple okay so as our

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observation over the past 10 years the

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apple tree has produced plums every

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other year so so it has a specific

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pattern right so last year the tree did

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not produce apples so it continues the

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pattern so in this statement we

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generalize our conclusion which is

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therefore this year the tree will

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produce Apple because

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alternately the apple tree produce plums

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every other year right so in this

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reasoning you are using specific pass

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observations so the tree will produce

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apples every other year to predict a

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general outcome for the current year so

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the reasoning assumes that because this

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pattern has held through in the past it

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will continue this year as well but take

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note while the conclusion may seem

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likely based on the past pattern has

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alternate uh produce plums every other

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year it's important to

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recognize that this this is an example

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of inductive reasoning because it it

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gives us or it does not give us

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guarantee of the outcome there could be

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other factors that can affect the tree

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that it weren considered in the pattern

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okay so that is why this is inductive

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resoning now let us have another

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example so all Home Improvements cost

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more than the estimate so the contractor

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estimated that my home improvement will

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cost

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35,000 pesos so thus my home improvement

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will cost more than

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35,000 pesos so as our general premise

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or observations is all home improvement

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cost more than the estimate second

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observation that we can have the

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contractor uh estimated that my home

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improvement will cost 35,000 so

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therefore we can have specific

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conclusions my home improvement will

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cost more than 35,000 so in this

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reasoning you start with general rule

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that all Home Improvements cost more

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than the estimate so then you apply this

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rule to your specific situations where

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your home improvement is estimated to

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cost 35,000 pesos So based on this

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general rule you logically conclude that

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your home improvement will cause more

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more than

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35,000 so since the reasoning follows

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logically from the premises if the

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premises are true the conclusion must be

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true that is why this is an example of

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deductive reasoning because you have a

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certain

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observations that allthough improvements

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cost more than the estimate and the

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contractor gave you a 35,000 for your um

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estimated Home Improvement so therefore

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you can conclude that your costing for

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your home improvement will be more than

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35,000 so there is certainty that your

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costing for your home improvement will

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be more than 35,000 that is why that is

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deductive

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resoning now let us have with George FIA

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George FIA he was an H Hungarian

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mathematician who immigrated to the

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United States dur uh in

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1940 so his major contributions is his

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influential book which is entitled how

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to solve it in the year of 1945 so Pula

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is widely recognized for his work in the

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field of ristics which are strategies or

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techniques used to solve problems

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wherein he gives us uh a four approaches

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for us to to solve a word problem so

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first he gave us understand the

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problem we need to understand the

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problem to identify what is

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given what is needs to be found second

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is we need to devise a plan remember

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after understanding problem let us

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determine how to approach the problem

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using known strategies or methods the we

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have now we we have a device plan so now

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we can carry out the problem which which

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is we can execute the plan and solve the

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problem and after that after you answer

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or carry out the problem you can review

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and also

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reflect by using the step for which is

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look back so checking the solutions for

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accuracy and reflect on the problem

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solving process Pula uh work has had a

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lasting impact on mathematics education

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and the way problem solving is approach

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in various Fields so now let uh here are

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some ma problem solving strategies that

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we can use for us to identify or how to

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approach those word problem that we we

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are going to encounter first we can look

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for a pattern if you remember that we've

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discussed the sequences

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okay so we are looking for the pattern

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for us to identify if we're going to

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have um gen um geometric sequence or

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arithmetic sequence by by looking their

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common difference or their common ratio

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and also we can have make an organized P

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so by a word problem we can list all the

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Givens for us to identify which formula

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that we are going to use also we can

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have guess in

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check as you remember mathematics is a

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trial and error so you can guess and

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check if your solution is correct

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accordingly and also you can make a

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table which is for you to have

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illustrative way to think about how you

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are going to assess the problem itself

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we have working backwards by checking

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your your

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answers by substituting the value of

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your answer in your given problem so

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that is working backwards use logical

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reasonings wherein you are using um

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inductive or deductive reasoning you are

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going to use your critical thinking

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skills here and also another strategies

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that we can use draw a diagram in some

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part of your your encountering word

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problems you can draw for you to have um

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a visualizations how the problem or how

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to execute the problem and also number

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eight solve a simpler problem nine read

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the problem carefully and lastly create

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the problem solving journals okay so

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those my problem solving strategies I

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hope this will help you to be more

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effective to be more uh create in your

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final answer and do or some strategies

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that you

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can work with your word problem okay so

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that's all for today God bless you

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everyone have a nice day have a great

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day see you to the next video

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Ähnliche Tags
Problem SolvingLearning SkillsCritical ThinkingInductive ReasoningDeductive ReasoningEducational TipsMind SharpeningGeorge PolyaMath StrategiesLogic Techniques
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