2010年2月7日日曜日

553:How to solve it

アマゾン(日本とアメリカ)で本を買ったり、あるいはチェックしたりすると、その後それに近い本(或いは商品)の紹介がメールでくる。他のネット販売も同じような手法を持つが、アマゾンはより具体的である。

先週は、「いかにして問題を解くか」という訳本の紹介だった。新書だと思ったら、何と1957年の本であった。古典だね。そういう本の訳本が今頃出るとは不思議だが、タイトルに興味があったので、早速原書のことを調べた。いつもながら訳本は訳者のセンスで原文のニュアンスが変わる傾向があるので原書が手に入る限り原書で読むことにしている(無論英語だけです)。

理系とは言え、数学にさほど興味はないが、問題を解くという仮定はコンサルにとって最大の問題である。雑駁だが、ウィキペディアから抜粋する。

Four principles

How to Solve It suggests the following steps when solving a mathematical problem:

First, you have to understand the problem.
After understanding, then make a plan.
Carry out the plan.
Look back on your work. How could it be better?

If this technique fails, Pólya advises: "If you can't solve a problem, then there is an easier problem you can solve: find it." Or: "If you cannot solve the proposed problem, try to solve first some related problem. Could you imagine a more accessible related problem?"

First principle: Understand the problem

"Understand the problem" is often neglected as being obvious and is not even mentioned in many mathematics classes. Yet students are often stymied in their efforts to solve it, simply because they don't understand it fully, or even in part. In order to remedy this oversight, Pólya taught teachers how to prompt each student with appropriate questions, depending on the situation, such as:

What are you asked to find or show?
Can you restate the problem in your own words?
Can you think of a picture or a diagram that might help you understand the problem?
Is there enough information to enable you to find a solution?
Do you understand all the words used in stating the problem?
Do you need to ask a question to get the answer?
The teacher is to select the question with the appropriate level of difficulty for each student to ascertain if each student understands at their own level, moving up or down the list to prompt each student, until each one can respond with something constructive.

Second principle: Devise a plan

Pólya mentions that there are many reasonable ways to solve problems. The skill at choosing an appropriate strategy is best learned by solving many problems. You will find choosing a strategy increasingly easy. A partial list of strategies is included:

Guess and check
Make an orderly list
Eliminate possibilities
Use symmetry
Consider special cases
Use direct reasoning
Solve an equation
Also suggested:

Look for a pattern
Draw a picture
Solve a simpler problem
Use a model
Work backward
Use a formula
Be creative
Use your head/noggin

Third principle: Carry out the plan

This step is usually easier than devising the plan. In general, all you need is care and patience, given that you have the necessary skills. Persist with the plan that you have chosen. If it continues not to work discard it and choose another. Don't be misled, this is how mathematics is done, even by professionals.

Fourth principle: Review/extend

Pólya mentions that much can be gained by taking the time to reflect and look back at what you have done, what worked and what didn't. Doing this will enable you to predict what strategy to use to solve future problems, if these relate to the original problem.

まあ、当たり前のように見えるが、開発計画を実践する上でも成り立つ。なぜこの本が今頃出てくるかは不明である。温故知新ということか。受験生には英語の勉強と論理的な考え方のお勉強にはいいかもしれない。

コンサルにとっては、まず問題は何かというところが出発点となる。数学的に解けない問題が多すぎる。

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