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Website created on 1 May 2002
This website has been designed so that the knowledge required to read it is
as basic as possible. It is not necessary to have
a
PhD to
consult it,
you just have to know reasoning, to think critically,
to observe and have time ...
"Simplicity is the seal of truth and it radiates beauty"
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Last update:
2015-06-29 09:44:16
Version: 3.2 Revision
40 | Writer: Vincent ISOZ |
Progress: ~99%
views
since 2012-01-01:
0
No human endeavor has had more impact than the science on our lives and our conception
of the world and ourselves. His theories, his conquests and results
are all around us.
Omnipresent in industry (aerospace, imaging,
cryptography, transportation, chemistry, ...) or in the services
(banking, insurance, human resources,
projects, logistics, architecture, tcommunications, ...),
applied mathematics
also appears in many other areas: surveys, risk modeling, data
protection ... They influence our lives (telecommunications,
transport, medicine, meteorology, music ...) and contribute
to the resolution of current issues: energy, health, environment,
climate, optimization, sustainable development ... They great
success are their fabolous dispersion in the real world and
their increasing integration in all human activities.
We are going therefore to a situation where mathematics
will no longer have the monopoly of mathematics, but where
economists, managers
and commercials will all do mathematics.
As a former student in the field of engineering, I have often regretted the absence
of a single book fairly comprehensive, detailed (without going
to the extreme ...) and educational if possible free
(!) and portable (being personally a fan of electronic reading
...) containing at least a non exhaustive idea of the overall
program of applied mathematics in engineering schools with an
overview
of what is used for real in companies with more intuitive than
rigorous proofs but with enough details to avoid unnecessary
effort to the reader. Also a book that does not require to adapt
each time a new notation or terminology specific to
the
author
when it is not outright to change to a a foreign language ...
and where anyone can suggest improvements or additions.
I was also frustrated during my studies to have quite often have to swallow "formulas" or "laws" supposedly (and wrongly) unprovable or too complicated as my teachers says or
even disappointed by renowned authors books (where developments
which are
left to the reader or as exercise...). On this website and
the associated PDF, predominates the will to never confuse the
reader with
empty sentences like "it is evident that ...", "it is easy to proove that ...", "we leave it to the reader as an exercise... ", since all developments are presented in detail. But I'm not a purist of maths!
I have only one ambition: to explain the easiest way possible.
Although I have to admit that proove some relationships presented within the
engineering schools curriculum can not be done because of
a lack of time in the official program or size limit in a book,
I can not
accept
that a
teacher
or author tells his student (respectively, the reader) that certain
laws are unprovable (because most of the time this is not true)
or that such or such proof is too complicated without
giving a reference (where the student can find the information
necessary to satisfy his curiosity) or at least a simplified
but satisfactory proof.
Moreover, I think that it is totally archaic today that some teachers continue
to ask to their students to take a massive a amount of notes.
It would be much
more
favorable and optimal to distribute a course handout containing
all the details in order to be able to concentrate on the essentials
points with students, that is to say the oral explanation, interpretation,
understanding, reasoning and practice rather than excessive
blackboard copy... Obviously by giving a complete course handout
some students will be brilliant by their absence
but ... it is
the better!
Thus, those who are passionate can deepen subjects at home
or at the university library, the weak do what they have to do
and the rest (struggling students but workers) will follow the
course given by the teacher to profit to ask questions rather than
mindlessly copying a blackboard.
Inspired on a learning model of an American scholar, whose I forgot the name
... this website (and its associated PDF) proposes and imposes
the following properties to the reader: discover, memorize, cite,
integrate, explain, restate, infer, select, use, decompose, compare,
interpret,
judge, argue, model, develop, create, search, reasoning, develop
in a clear progressive teaching way to develop the analytical
skills and openness.
So, in my mind, this website (and its associated PDF) must be a substitute, free
of charge, to many references and gaps of the system, allowing
any curious student
not to be frustrated for many years during his school education.
Otherwise, the science of the engineer coule have the aspect
of a frozen science, apart from the scientific and technical
developments, a heteroclit accumulation of knowledge and especially
of formulas
which made he considered as a tasteless subproduct of mathematics
and that brings companies to many false results ...
Those who see applied mathematics only as a tool (what it also is), or as the
enemy of religious beliefs, or as a boring school field school,
are legion. However,
it is perhaps useful to recall that, as Galileo said, "the book of nature is written in the language of mathematics" (without wishing to do scientism!). It is in this spirit that this website (and
its associated PDF) discusses applied mathematics for students
in
the Natural, Earth and Life sciences, as well as for all those
who have an occupation related to the various subjects including
philosophy or for anyone curious to learn about the involvement
of science in everyday life.
The choice to study engineering on this website as a branch of applied mathematics
comes from the fact that the differences between all areas of
physics (formerly known as "natural philosophy") and mathematics ars so hardly notable that Fields
medal (the highest award today in the field of mathematics) was
awarded in 1990
to physicist Edward Witten, who used physical ideas to proove
a mathematical theorem. This trend is certainly not fortuitous,
because we can observe that all science, since it seeks to achieve
a more detailed understanding of the subject it studies, is
always finish his trials in the pure mathematics (the absolute
path by excellence ...). Thus, we can predict in a far
future, the convergence
of all the sciences (pure, exact or social) to the mathematics
for the modelisation technics (see for example the PDF "L'explosion des mathématiques" available in the Download section of the website).
It can sometimes seem to us difficult (due to irrational as obscure and
unjustified fear of pure sciences in a large fraction of our
contemporaries) to transmit the feeling of the mathematical beauty
of nature, its deepest harmony and the well-oiled mechanics of
the Universe, to those who know only the basics of algebra.
The physicist R. Feynman
spoke a day of "two cultures": people who have and those who do not have sufficient understanding of mathematics
to appreciate the scientific structure of nature.
It is a pity that mathematics are necessary to deeply understand
nature and that they also have a
bad
reputation.
For the record, it is claimed that a King who asked Euclid
to teach him geometry complained about its difficulty. Euclid
replied, "There is no royal road". Physicists and mathematicians can not convert themself to a different language.
If you want to learn about nature, to appreciate its true value,
you
must understand its language. The nature is revealed only in
this form and we can not be pretentious to the point of asking
him
to change this fact.
In the same way, no intellectual discussion will allow you to communicate with
a deaf person what you really feel while listening music.
Similarly, all discussion of the world remain powerless to transmit
an intimate understanding of the nature of those of the "other culture". Philosophers and theologians may try to give you qualitative ideas about the
Universe. The fact that the scientific method (in the full sense
of the
term) can not convince the world of its truth and purity, is
perhaps the fact of the limited horizon of some people who imagine
that the human or another intuitive concept, sentimental
or arbitrarily is the center of the Universe (anthropocentric
principle).
Of course, in order to share this mathematical knowledge, it is paradoxical
to increase, with our work, the long list of books already available
in libraries, in commerce and on the
Internet. Nevertheless, we must be able to present a strong argument
that
justifies the
creation of such a site (and its associated PDF) as compared
to books such as Feynman, Landau or Bourbaki. Here are some arguments:
- The great pleasure that I take to
this work ("keep the hand" and improve my skills).
- The passion for sharing knowledge
for free and without the frontiers.
- The quick updates possibilities of
a free website (with associated effective search tools).
- The content depending on readers
requests!
- Rigorous presentation with
simplified proofs of many concepts.
- The presentation of many mathematical
tools used in business.
- The opportunity for students and
teachers to reuse content by copy/paste.
- Constant and fixed notation throughout
the work, for mathematical operators, a clear language on
all topics (3.C. criterion: clear, complete and concise)
- Gather as much information about
pure and exact sciences in one electronic (portable), homogeneous
and rigorous book.
- Release from all pseudo-truths,
only truths that can be prooved.
- Benefit from the development of
teaching methods that use the Internet to search for the solution
of mathematical problems.
- The dramatic improvement of automatic
translation software and computing power that will make of
this website (and its associated PDF), I hope, a reference
in the
fields of sciences.
And also ... I believe that the results of
individual research are the property of humanity and should be
available to all those who explore
anywhere the phenomena of nature. In this way the work of each
benefit to all, and that is for all humanity that our
knowledge cumulates and this is the trend that allows Internet.
I do not hide that my contribution is limited largely to this day to that of
a collector who gleans his information in the works of masters
or publications or from anonymous web pages and who completes
and argues developments and improved them when this is possible.
For
those
who would accuse me of plagiarism, they should think on the
fact that the theorems presented in most non-free books and
commercially available have been discovered and written by their
predecessors
and their own personal contribution was also made, like mine,
to put all this information in a clear and modern form a few
hundred years later. In addition, it can be seen as doubtful
that we ask to
pay for
access to a culture that is certainly the only truly valid and
fair one in this world and where there is no patent or intellectual property
rights.
This website (and its associated PDF) also reflects my own intellectual limitations.
Although I try to study as much science and math fields as possible,
it is impossible to master them all. The website (and its associated
PDF) shows clearly only my own interests and experiences as consultant,
but also my strengths and my weaknesses. I am responsible for
the selection of inputs and, of course, of possible errors and
imperfections.
After attempting a strict (linear) order of presentation of the subject, I decided
to arrange this website (and its associated PDF) in a more pedagogical
(thematic) way and always with practical examples o applications.
It is in my opinion very difficult to speak of so vast subject
in a purely mathematical order in only one
human
life, that is to
say, when the concepts are introduced one by one, from those
already known (where each theory, operator, tools, etc.. would
not appear before its definition). Such a plan would require
cutting the website (and its associated PDF), in pieces that
are not more thematic. So I decided to present things in a logical
order
and not in order of need. Thus the reader will encounter, as the
editor himself, to the extreme complexity of the subject.
The consequences of this choice are the following:
- Sometimes it will necessary to admit
certain concepts, even to understand later.
- It will probably be necessary for the reader to go at least twice throughout
the book. At the first reading, we apprehend the essential
and at the second reading, we understand the details (I congratulate
this who understand all the subtleties the first time).
- You must accept the fact that some topics are repeated and that there are many cross-references
and complentary remarks.
Some know that for every theorem and mathematical
model, there are almost always several methods of proofs. I've
always tried to choose
the one that seemed the most simple (eg in relativity and quantum
physics there is the algebraic and matrix formalism). The objective
is to arrive at the same result anyway.
This website (and its associated PDF) being still finalized, it necessarily
has lacks on convergence controls, on continuity and others...
(which will horrify mathematicians ...)! However, I
have avoided (or,
otherwise, I indicate it) the usual approximations of physics
and the use of dimensional analysis, by using it as little as
possible.
I also try to avoid as much as possible subjects with mathematical
tools that have not previously been presented and demonstrated
rigorously.
Finally, this presentation, that can still be improved, is not an absolute reference
and contains errors. Any comment is welcome. I shall endeavour,
as
far as possible,
to correct the weaknesses and make the necessary changes as soon
as possible.
However, while mathematics is accurate and indisputable, theoretical physics
(its models), is still interpreted in the common vocabulary (but
not in
the mathematical vocabulary) and its conclusions all relative.
I can only advise, when you browse this website (or associated
its PDF), to read
by for yourself and not to be subjected to outside influences.
You must have a very (very) critical mind, take nothing for
granted and question everything without hesitation. In addition,
the
keyword of good scientist should be: "Doubt, doubt, doubt ... doubt still, and always checks.". We also recall that "nothing that we can see, hear, smell, touch or taste, is what it seems to be", therefore do not rely on your daily experience to draw hasty conclusions,
be critical, cartesian, rational and rigorous in your development,
reasoning and conclusions!
I want to say to those who would try to find themselves the results of some developments
on this website (or its associated PDF), do not worry if they
do not success or if they doubt about their competences because
of the time spent solving an equation or problem: some theories
that
seem
obvious
or easy
today, have sometimes needed several weeks, months, even years,
to be developed by mathematicians or leading physicists in the
past!
I also tried to ensure that this website (and its associated PDF) is pleasing
to the eye and to read through. Professional web designers will
however excuse me for the poor quality of the HTML / PHP (that
they won't see in part
...) / JavaScript / CSS and the abuse usage of the Bevel and
Emboss of Photoshop as well for the choise of an interface optimized
for
a resolution of 1024 x 768 and higher, but I do have enough
time to clean up the code and make correct graphic (again,
I
prefer rather the quality of the content than the container).
Finally, I chose to write this work in the first person plural ("we"). Indeed, the mathematical-physics is not a science that has been made or has
evolve through individual work but with intensive collaboration
between
people
connected by the same passion and desire of Knowledge.
Thus, by making use of "we", he paid tribute to the dead and missing scientists, to contemporary and future
researchers for the work they will perform in order to approach
the truth
and wisdom.
METHODS
Science is the set of all systematic efforts (scrupulous observations and
plausible assumptions until the evidence of the contrary) to
acquire knowledge about our environment, to
organize and synthesize them into testable laws and theories,
whose main purpose is to explain the "how" of things (and NOT the why!) often by a three-step approach:
- What do we have?
- Where will we go?
- What is our goal?
Scientists have to submit their ideas and results to independent verification
and replication of their peers. They must abandon or modify their
conclusions when confronted with more complete or different evidences.
The credibility of Science is based on this self-correcting mechanism.
The history of science shows that this system works very long
and very well compared to all the others. In each area, progress
has been spectacular. However, the system sometimes failed and
has also to be corrected before small drifts accumulate.
The downside is that scientists are humans. They have the imperfections of all
humans, and especially, vanity, pride and conceit. Nowadays,
it happens
that
many people
working on the same topic for a given time develop a common
faith and believe they hold the truth. The leader of the faith
is the
Pope and distills his opinion. The Pope that plays the game,
takes his miter and his pilgrim's staff to evangelize his fellow
heretics.
Until then, this makes smile. But, as in real religions, they
sometimes annoying to want to expand their opinion to those
who do not believe. Some of these "churches" do not hesitate to behave like the Inquisition. Those who dare to express a
different opinion are burned at every opportunity, during conferences,
or at their
place of work. Some young researchers, uninspired,
prefer to convert to the dominant religion, to become clerics
faster rather than innovative researchers or even iconoclasts.
The great Pope write his Bible to disseminate his ideas, imposes
it to read to students and newcomers. He formats then the thought
of younger generations and ensures his throne. This is a medieval
attitude that can block progress. Some Popes go so far that they
believe be the pope in their specialization field automatically
gives
them the same throne in all other areas...
This warning, and the reminders that will follow, must serve the scientific to
ask himself by making good use of what we consider today
as the good working
practices (we will discuss the principles of the Descartes method
more below) to solve problems or develop theoretical models.
For this purpose, here is a summary table that provides the steps that
should be followed by a scientific who works in mathematics or
theoretical physics
(for
definitions, see just below):
MATHEMATICS |
PHYSICS |
1. Expose formally or in common language the "hypothesis", the "conjecture" the "property" to prove (hypothesis are noted H1., H2., ... the conjectures CJ1., CJ2.,
... and the properties
P1., P2. ...).
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1. Expose correctly in a formally or common language all the details of the "problems" to solve (problems are noted P1., P2., ...).
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2. Define the "axioms" (non-demonstrable, independent and non-contradictory) that will give
the starting points and establish restrictions on development
(the axioms are noted A1., A2, ...).
Note:
Sometimes "properties", "conditions" and "axioms" are confused while the concept of axiom is much more accurate and profound.
In the same vein, the mathematicians defines the specialized vocabulary related
to mathematical operators which will be denoted by D1.,
D2., D3., ...
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2. Define (or state) the "postulates" or "principles" or the "hypothesis" and "assumptions" (supposedly unprovable ...) that will give the starting point and establish
restrictions on the developments (typically, assumptions
and principles are denoted P1., P2. ... and assumptions
H1.,
H2. ... trying to avoid the notation confusion
between postulates and principles).
Note:
You should not forget, however, that the validity of
a model is not dependent on the realism of its assumptions
but on the conformity
of its implications with reality.
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3. Once the Axioms laid, pull directly "lemmas" or "properties" whose validity follows directly and prepare the development of theorem supposed
to validate departure hypothesis or conjectures (Lemmas
being denoted L1. L2.,. and properties .. P1., P2., ...).
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3. Once the "theoretical model" developed, check equations units for possible errors in the developments
(such checks being marked VA1., VA2., ...).
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4. Once the "theorems" (noted T1., T2., ...) prooved conclude on "consequences" (denoted C1., C2., ...) and even properties (noted P1., P2. , P3. ...).
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4. Search for borderline cases (including "singularities") of the model to verify the validity intuitively (these borderline controls
are noted CL1., CL2., ...).
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5. Test the strength (robustness) or usefulness of the conjectures or hypothesis
by prooving the reciprocal of the theorem or by
comparing them with other
examples of mathematical well-know theories to see if
form together a coherent structure (examples being denoted
E1. , E2.
...).
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5.
Experimentally test the theoretical model obtained and submit work to compare
with other independent research teams. The new model should
provide experimental results and never observed (predictions
to falsify). If the model is validated then it is the official
status of "theory".
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6. Possible remarks may be shown in a hierarchically structured order and noted
R1., R2., ...
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6.
Possible remarks may be shown in a hierarchically structured order and noted
R1., R2., ... |
Proceed as in the above table is a possible working basis for people working
in mathematics and physics. Obviously, proceed cleanly and traditionally
as above
takes a little more time than doing things no matter
how (this is why most teachers do not follow these rules, they
don't have enough time to cover the entire course program).
Note also a fun shape of scientific 8 commandments:
- The phenomenas you will observe
And never measures you will falsify
(attention to the confirmation error: study only phenomena that validate
your belief)
- Hypothesis you will proposed
That with experiment you will test
- The experiment precisely you will describe
Because your colleague will reproduce it
(attention to the narrative discipline trap: the facts will be fitted
to the desired results)
- With your results
A theory you will build
- Parcimony you will use
And the simplest hypothesis you will retain
- Ultimate truth will never be (epistemic humility)
And always you will search for the truth
- From a non-refutable thesis you will refrain
Because outside of the science it will remain
- All fealure will be like a success
Because science can confirm but also invalidate
Notes:
R1.
Attention, it is very easy to make new physical theories by
just aligning words. This is called "philosophy" and the Greeks thought of the atoms in this method. This can lead with a lot
of luck to a true theory. Against it is much more difficult
to
make a "predictive theory", that is to say with equations that predict the outcome of an experiment. Attention, il est très facile de faire des nouvelles théories
physiques en alignant des mots.
R2.
What separates mathematics and physics is that in mathematics,
the hypothesis is always true. Mathematical discourse is not
a proof of an external seeking truth, but a target of consistency.
What should be correct is just the reasoning.
When these rules are not respected, we speak of "scientific fraud" (which often leads to being fired from his job but unfortunately we still
not retired the diplomas when it happens). In general, scientific
fraud itself comes in three main forms: plagiarism, fabrication
of data and alteration of results unfavorable to the hypothesis,
the omission of clear working hypotheses and recolted datas.
To these frauds we can also add behaviors that pose problems
regarding to the quality of work or more specifically to ethics,
such as those
aimed
at increasing appearance in the production (and through the famous
of the scientist) by submitting for example several times the
same publication with only a few modificatins, the omission
of conflict of interest,
the dangerous experiments, the non-conservation of primary data,
etc.
DESCARTES' METHOD
Now we present the four principles of the Descartes' method which, as remind,
is considered as the first scientific in history by his method
of analysis:
P1. Never accept anything as true that I obviously knew her to be such. That
is to say, carefully avoid precipitation and to understand
nothing more in my judgments than what would appear so clearly
and distinctly to my mind, that I had no occasion to doubt.
P2. Divide each of the difficulties I have to examin into as many parts as
possible (scrupulous observations and plausible hypothesis until
evidence of the opposite), and that would be required to resolve
them in the best way.
P3. Driving my thoughts in order, beginning with the simplest objects and easiest
to know, to go up gradually by degrees to the knowledge of the
most compounds, and even assuming the order between those who
not
naturally precede each other.
P4. Make everywhere so complete enumerations and so genera reviews, that I'm
sure not to omit anything.
OATH OF ARCHIMEDES
Inspired by the Hippocratic Oath, a group of students of the Ecole Polytechnique
Fédérale de Lausanne in 1990 developed an oath ofArchimedes expressing
the responsibilities and duties of the engineer and technician.
It was taken in various versions by other European engineering
schools and could serve as basic inspiration oath for scientific
researchers (even if there are some important points).
« Considering the life of Archimedes of Syracuse which illustrated as of Antiquity
the ambivalent potential of the technique, considering the responsibility
increasing for the engineers and scientists with regard to the
men and nature, considering the importance of the ethical problems that the technique
and its applications raise, today, I pledge following and will
endeavour to tend towards the ideal which they represent:
- I will
practise my profession for the good of the people, in the
respect of the Rights of the Man1 and of the environment.
- I will recognize,
being as well as possible informed to me, the responsibility
for my acts and will not discharge me to
in no
case on others.
- I will endeavour to perfect my professional
competences.
- In the choice and the realization of
my projects, I will remain attentive with their context and
their consequences,
in particular
from the point of view technical, economic, social,
ecological... I will pay a detailed attention to the projects
being
able to have fine soldiers.
- I will contribute, in the measurement
of my means, to promote equitable relationship between
the men and to
support the
development of the countries lower-income group.
- I will
transmit, with rigour and honesty, with interlocutors chosen
with understanding, any information important,
if it represents an asset for the company or
if its retention constitutes
a danger
to others. In the latter case, I will take care
that information
leads to concrete provisions.
- I will not let myself
dominate by the defense of my interests or those of my profession.
- I
will make an effort, in the measurement of my means, to
lead my company to take into account the concerns
of this
Oath.
- I will practise my profession in all
intellectual honesty, with conscience and dignity.
I promise
it solemnly, freely and on my honor. »
VOCABULARY
Physics and mathematics, like any field of specialization, has its own vocabulary.
So that the reader is not lost in the understanding of certain
texts he can read on this website (and its associated PDF), we
chosed to present here a few fundamentals words, abbreviations
and definitions
to know.
Thus, the mathematician like to finish his proofs (when he thinks
they are correct) by the abbreviation "QED" which means "Quod Erat demonstrandum" (this is Latin).
And during definitions (they are many in math and physics ...) scientist often
use the following terminology:
- ... it is sufficient that ...
- ... if and only if ...
- ... necessary and sufficient ...
- ... means ...
The four are not equivalent (identical in the strict sense). Because "it is sufficient that" correspond to a sufficient condition, but not to a necessary condition.
ON THE SCIENCES
It is important that we define rigorously the different types of sciences
which human been often refers. Indeed, it seems that in the 21st
century a misnomer is established and that it became impossible
for
people to distinguish the "intrinsic quality" between a science and another one.
Note: Etymologically, the word "science" comes from the Latin "Scienta" (knowledge) whose root is the verb "scire" which means "to know".
This abuse of language is probably the fact that pure and accurate sciences
lose their illusions of universality and objectivity, in the
sense
that they are self-correcting. This has for effect that some
sciences are relegated to the background and try to borrow these
methods,
principles and origins to create confusion. We must therefore be
very careful about the claims of scientificity in the human sciences,
and this is also (or especially) true for the dominant trends
in economics, sociology and psychology. Quite simply, the issues
addressed by the human sciences are extremely complex, poorly
reproducible, and empirical arguments supporting their theories
are often quite
low.
By itself, however, science does not produce absolute truth. By principle, a
scientific theory is valid as long as it can predict measurable
and reproducible results. But the problems of interpretation
of these results are part of natural philosophy.
Given the diversity of phenomena to be studied, over the centuries there has
been a growing number of disciplines such as chemistry, biology,
thermodynamics,
etc. All these disciplines that are a priori heterogeneous have
common foundation physics, for language mathematics and for
elementary principle the scientific method.
Thus, a small memory refresh seems useful:
Définitions:
D1. We define as "pure
science" any set of knowledge based on rigorous reasoning valid whatever
the
(arbitrary) elementary factor selected (when we say then "independent of sensible reality") and restricted to the minimum necessary. Only mathematics (often called
the "queen of sciences") that can be classified in this category.
D2. We define as "exact science" or "hard science", any set of knowledge based on the study of an observation, observation that
has been transcribed in symbolic form (theoretical physics for
example). Primarily, the purpose of exact sciences is not to explain
the "why" but the "how".
Caution! There is no doubt that the exact sciences
have yet an enormous prestige, even among their opponents because
of their
theoretical and practical success. It is certain that some scientists
sometimes abuse of this prestige by showing a sense of superiority
that is not necessarily justified. Moreover, it often happens that
this same scientists exposed in the popular literature, very speculative
ideas as if
they were very approved, and extrapolate their results outside
the context in which they were tested (and ... under the hypotheses
they were checked once...).
Note: The two previous definitions are often included in the definition of "deductive sciences" or even "phenomenological science".
D3. We define as "engineering science" any set of knowledge or practices applied to the needs of human society such
as electronics, chemistry, computer science, telecommunications,
robotics, aerospace,
biotechnology...
D4. We define as "science" any body of knowledge based on studies or observations of events whose interpretation
has not yet been transcribed and verified with mathematical rigor,
characteristic of previous sciences, but using comparative statistics.
We include in this definition: medicine (we should
however be careful because some parts of medicine are studying
phenomena using mathematical descriptions such as neural networks
or other phenomena
associated with known physical causes), sociology, psychology,
history, biology ...
According to the philosopher Karl Popper, a theory is scientifically acceptable
if, as presented, it can be falsifiable, ie subjected to experimental
tests. The "scientific knowledge" is then by definition the set of theories that have resisted to falsification.
Science is by nature subject to continuous questioning.
D5. We define as "soft science" or "para-science", any set of knowledge or practices that are currently based on non-verifiable
facts (not scientifically reproducible) by experience or by
mathematics.
We include in this definition: astrology, theology, paranormal
(which was demolished by science zetetic), graphology...
D6. We define as "phenomenological science" or "natural sciences", any science which is not included in the above definitions (history, sociology,
psychology, zoology, biology, ...)
D7. "Scientism" is an ideology that considers experimental science is the only valid mode of
knowledge, or, at least, superior to all other forms of interpretion
of the
world. In this perspective, there is no philosophical,
religious or moral truths superior of scientific theories. Only
account what is scientifically proven.
D8. The "positivism" is a set of ideas that considers that only the analysis and understanding of
facts verified by experience can explain the phenomena of the
sensible
world. Certainty is provided solely by the scientific experiment.
He rejects introspection, intuition and metaphysical approach
to explain any knowledge of the phenomena.
What is interesting about this doctrine is that it is certainly one of the few
that requires people to have to think for themselves and to understand
the environment around them by continually questioning everything
and by never accepting anything as granted (...).
In addition, the real sciences have this extraordinary property
that they give the possibility to understand things
beyond
what we can see.
But, science is science, and nothing more: a certain ordering, not too bad success,
things that no longer leads to the metaphysics as the time
of Aristotle, but that does not pretend to give us the whole
story on reality or even the bottom of visible things.
TERMINOLOGY
The Table of methods we presented above contains terms that may perhaps seem
unknow or barbarians for you. This is why it seems important
to provide
definitions of these and some other equally important that can
avoid important confusion.
Definitions:
D1. Beyond its negative sense, the idea of "problem" refers
to the first step of the scientific method. Formulate a problem
is also essential for its resolution and allows to properly understand
what is the problem and see what needs to be resolved.
The concept of problem is intimately connected
to the concept of "assumption" that we will see the definition below.
D2. A "hypothesis" is always, in the context of a theory already established or underlying, a supposition
awaiting confirmation or refutation that attempts to explain a
group of facts or predict the onset of new facts.
Thus, a hypothesis can be at the origin of a theoretical problem that has to
be resolved formally.
D3. The "postulate" in physics corresponds frequently to a principle (see definition below) which
admission is required to establish a proof (we mean that
this is a non-proovable proposition).
The mathematical equivalent (but in a more rigorous version) of the assumption
is the "axiom" for which we will see the definition below.
D4. A "principle" (close parent of "postulate") is a proposal accepted as a basis for reasoning or a general theoretical guide
line for reasoning that needs to be performed. In physics, it
is also a general law governing a set of phenomena and verified
by
the
accuracy of its consequences.
Note: The word "principle" is
used with abuse in small classes or engineering schools by teachers
not knowing (which is very rare), or unwilling (rather common),
or that can't because lack of time (almost exclusively )
proove a relationship.
The equivalent of the postulate or principle in mathematics is the "axiom" which we define as follows:
D5. An "axiom" is a self-evident proposition or truth by itself which admission is necessary
to establish a proof.
Notes:
R1. We could say that this is something we define as the truth for the speech
that we argue, like a rule of the game, and that it does not necessarily
a universal truth value in the sensitive world around us.
R2. Axioms must always be independent (one should not be able to
be prooved from the other) and non-contradictory (sometimes we
also say that they must be "consistent").
D6. The "corollary" is a term unfortunately almost nonexistent in physics (wrongly!) and that is
in fact a proposal resulting from a truth already demonstrated. We can also
say that
a corollary is and obvious and necessary consequence of a theorem (or sometimes
of a postulate in physics).
D7. A "lemma" is a proposal deduce from one or more assumptions or axioms and that for which
the proof prepares this of a theorem.
Note: The concept of "lemma" is
also (and this is unfortunate) almost used only in the field of mathematics.
D8. A "conjecture" is a supposition or opinion based on the likelihood of a mathematical result.
Note: Many conjectures have as as little
similar to lemmas, as they are checkpoints to obtain significant results.
D9. Beyond its weak conjecture sense, a "theory" or "theorem" is a set articulated around a hypothesis and supported by a set of facts or
developments that give it a positive content and make the hypothesis well-founded
(or at least
plausible in the case of theoretical physics).
D10. A "singularity" is an indeterminacy in a calculation That takes the appearance of a division
by zero. This term is both used in mathematics and in physics.
D11. A "proof" is a set of mathematical procedures to follow to prove the result already known
or not of a theorem.
D12. If the word "paradox" etymologically means: contrary to common opinion, it is not by pure taste for
provocation, but rather for solid reasons. The "sophism" meanwhile, is a deliberately provocative statement, a false proposition based
on an apparently valid reasoning. Thus we speak about the "Zeno's paradox" when in reality it is a "sophism". The paradox is not limited
to falsity, but implies the coexistence of truth and falsity, so that one
can
no longer
distinguish
true and the false. The paradox appears as an unsolvable problem an "aporia".
Note: It should be added that the well-knows paradoxes, by the questions they raised,
have permitted significant advances to science and led to major conceptual
revolutions in mathematics as in theoretical physics (the paradoxes on
sets and on
infinity in mathematical, and
those at the base of relativity and quantum physics).
SCIENCE
AND faitH
We will see that in science, a theory is usually incomplete because it can not
fully describe the complexity of the real world. It is thus all theories
like the
Big Bang (see Astrophysics) or the evolution of species (see
Populations Dynamics or Theory of Population or The Games Theory) at least because they are not reproducible under identical conditions.
We should distinguish between different scientific currents:
- "Realism" is a doctrine where physical theories have the aim to describe reality as it
is in itself, in its unobservable components.
- "Instrumentalism" is a doctrine where theories are only tools to predict observations but do not
describe reality itself.
- "Fictionalism" is the current where the content repository (principles and postulates) of
theories is just an illusion, useful only to ensure the linguistic articulation
of the fundamental
equations.
Even if today the scientific theories are sponsored by many specialists, alternative
theories have valid arguments and we can not totally dismiss them. However,
the creation of the world in seven days as described in the Bible can no
longer be seen as a possible, and many believers recognize that a literal
reading is not compatible with the current state of our knowledge and that
is more prudent to interpret it as a parable. If science never provides definitive
answer, it is no longer possible to ignore it.
Faith (whether religious, superstitious, pseudo-scientific or other)
on the contrary is intended to provide absolute truths of a different nature
as it is a personal unverifiable belief. In fact, one of the functions of
religion is to give meaning to the phenomena that can not be explained rationally.
Progress of knowledge trough science therefore cause sometimes questioning
the religious dogma.
A contrario, sauf à
prétendre imposer sa foi (qui n'est autre qu'une conviction
intimement personnelle et subjective) aux autres, il faut se défier
de la tentation naturelle de qualifier de fait scientifiquement
prouvé les extrapolations des modèles scientifiques
au-delà de leur champ d'application.
The word "science" is, as we have already mentioned above, increasingly used to argue that there
is a scientific evidence where there is only a belief (some
web pages like
this proliferate always more and more). According to its detractors
it is, for example, the case of the movement of Scientology (but
thera are many others). According to them, we should
rather speak about "occult sciences".
The occult sciences and traditional sciences exist since antiquity; they consist
on a series of mysterious knowledge and practices designed to
penetrate
and dominate the secrets of nature. Over the past centuries,
they have been progressively excluded from science. The philosopher
Karl Popper has longly questioned himself about the nature of the
demarcation between science and pseudoscience. After noticing
that it is possible to find observations to confirm almost any
theory, he proposes a methodology based on falsifiability. A
theory must according to him, to deserve the adjective "scientific", guarantee the impossibility of some events. It becomes therefore rebuttable,
so (and only then) capable of integrating science. It would suffice
to observe any of these events to invalidate the theory, and
therefore take the way to improving it.
Finally, we would like to quote Lavoisier: "The physicist may also, in the silence of his laboratory and his cabinet, perform
patriotic functions; he can thanks to his works reduce
the mass of evils which afflict happiness and, had he not, contributed
by
the new roads that he opened to himself, only to delay of a few
years, of a few days, the average life of humans, he could also
aspire to
the
glorious
title of benefactor of humanity. "
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