DLMF: SPECIAL FUNCTIONS IN THE 21ST CENTURY Adri B. Olde Daalhuis - - PowerPoint PPT Presentation

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DLMF: SPECIAL FUNCTIONS IN THE 21ST CENTURY Adri B. Olde Daalhuis - - PowerPoint PPT Presentation

DLMF: SPECIAL FUNCTIONS IN THE 21ST CENTURY Adri B. Olde Daalhuis Maxwell Institute and School of Mathematics, University of Edinburgh, UK I V N E U R S E I H T Y T O H F G R E U D B I N THE DLMF What led to its


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DLMF: SPECIAL FUNCTIONS IN THE 21ST CENTURY

Adri B. Olde Daalhuis Maxwell Institute and School of Mathematics, University of Edinburgh, UK

T H E U N I V E R S I T Y O F E D I N B U R G H

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SLIDE 2

THE DLMF

  • What led to its creation?
  • Overview of its capabilities
  • How was it created?
  • The current state
  • The future?!
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SLIDE 3

Math Functions at NBS

  • Math Tables Project (NY, 1938-46)

– 37 volumes issued: trig, exp, log, etc

  • NBS National Applied Math Lab (1947)

– Institute of Numerical Analysis (UCLA) – Computation Lab, Statistical Engineering Lab (Washington)

  • Applied Mathematics Series

– AMS 1, Bessel Functions, 1948 – 1952 conference recommends compendium of tables – supported by NSF, NBS; began December 1956

3 (NBS = National Bureau of Standards, now NIST = National Institute of Standards and Technology)

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SLIDE 4
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SLIDE 5

550 1100 1650 2200 1971 1974 1977 1980 1983 1986 1989 1992 1995 1998 2001 2004 2007 2009

Increasing Trend of Citations to 1964 Handbook By Year, Every Third Year, 1971--2010

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SLIDE 6

Preface

The present volume is an outgrowth of a Conference on Mathematical Tables held at Cambridge, Mass., on September 15-16, 1954, under the auspices of the National Science Foundation and the Massachusetts Insti- tute of Technology. The purpose of the meeting was to evaluate the need for mathematical tables in the light of the availability of large scale com- puting machines. It was the consensus of opinion that in spite of the increasing use of the new machines the basic need for tables would continue to exist. Numerical tables of mathematical functions are in continual demand by scientists and engineers. A greater variety of functions and higher accuracy of tabulation are now required as a result of scientific advances and, especially, 9f the increasing use of automatic computers. In the latter connection, the tables serve mainly for preliminary surveys of problems before programming for machine operation. For those without easy access to machines, such tables are, of course, indispensable. Consequently, the C"onference recognized that there was a pressing need for · a modernized version of the classical tables of functions pf Jahnke-Emde. To implement the project, the National Science Foundation requested the National Bureau of Standards to prepare sucp a voiume and established an Ad Hoc Advisory Committee, . with Professor Philip M. Morse of the Massachusetts Institute of Technology as chairman, to advise the staff of the National Bureau of Standards during the course of its

  • preparation. In addition to the Chairman, the Committee consisted of A.

Erdelyi, M. C. Gray, N. Metropolis, J. B. Rosser, H. C. Thacher, Jr., John Todd, C._

  • B. Tompkins, and J. W. Tukey.

The primary aim has been to include a maximum of useful informa- tion within the limits of a moderately large volume, with particular atten- tion to the needs of scientists in all fields. An attempt has been made to cover the entire field of special functions. To carry out the goal set forth by the Ad Hoc Committee, it has been necessary to supplement the tables by including the mathematical properties that are important in compu- tation work, as well as by providing numerical methods which demonstrate the use and extension of the tables. The Handbook was prepared under the direction of the late Milton Abramowitz, and Irene A. Stegun. Its success has depended greatly upon the cooperation of many mathematicians. Their efforts together with the cooperation of the Ad Hoc Committee are greatly appreciated. The par- ticular contributions of these and other individuals are acknowledged at appropriate places in the text. The sponsorship of the National Science Foundation for the preparation of the material is gratefully recognized

It

is hoped that this volume will not only meet the needs of all table users but will in many cases acquaint its users with new functions.

June 1964 Washington, D.C.

ALLEN V. AsTIN, Director

m

From the preface of AMS 55

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SLIDE 7
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SLIDE 8
  • Original handbook: Mainly a list of tables. The formulas

were added to make the tables more useful.

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SLIDE 9
  • Original handbook: Mainly a list of tables. The formulas

were added to make the tables more useful.

  • New handbook: A book version with hardly any tables. The

web version was included to introduce some extra features and information.

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SLIDE 10
  • Original handbook: Mainly a list of tables. The formulas

were added to make the tables more useful.

  • New handbook: A book version with hardly any tables. The

web version was included to introduce some extra features and information.

  • The users of the old handbook are mainly physicists and
  • engineers. The new handbook should also be useful for them.
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SLIDE 11
  • Original handbook: Mainly a list of tables. The formulas

were added to make the tables more useful.

  • New handbook: A book version with hardly any tables. The

web version was included to introduce some extra features and information.

  • The users of the old handbook are mainly physicists and
  • engineers. The new handbook should also be useful for them.
  • Hence, we try to restrict ourselves to ‘useful’ formulas, that is,

we do not immediately include all new results, and we do not include all possible formulas

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SLIDE 12

THE DLMF PROJECT

  • pre-1997: Requests for an update from

Handbook users in the USA and beyond

  • 1997: Project conception (ITL and PML)
  • 1999: Buy-in by NSF: $1.3 million
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SLIDE 13

Associate Editors

  • Richard A. Askey, University of Wisconsin
  • Michael V. Berry, University of Bristol
  • Walter Gautschi, Purdue University (resigned in 2002)
  • Leonard C. Maximon, George Washington University
  • Morris Newman, University of California
  • Ingram Olkin, Stanford University
  • Peter Paule, University of Linz
  • William P. Reinhardt, University of Washington
  • Nico M. Temme, Centrum Wiskunde Informatica
  • Jet Wimp, Drexel University (resigned in 2001)
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SLIDE 14

Chapter authors

  • 2000: Authors selected, outline, first and second drafts, validators
  • Frank Olver Authors
  • 2010: Public Release: dlmf.nist.gov Publication: book with included cd

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SLIDE 15

Chapter authors

  • 2000: Authors selected, outline, first and second drafts, validators
  • Frank Olver Authors
  • 2010: Public Release: dlmf.nist.gov Publication: book with included cd

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SLIDE 16

Chapter authors

  • 2000: Authors selected, outline, first and second drafts, validators
  • Frank Olver Authors
  • 2010: Public Release: dlmf.nist.gov Publication: book with included cd

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SLIDE 17

SCOPE OF COVERAGE

  • Methods (3 chapters)

– Algebraic and analytical methods – Asymptotic approximations – Numerical methods

  • Mathematical Functions (33 chapters)

– Elementary – Airy, Bessel, Legendre,… – Orthogonal polynomials – Elliptic integrals and functions – Combinatorics, number theory – Mathieu, Lamé, Heun, Painlevé, Coulomb,…

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SLIDE 18

TYPICAL COVERAGE

Chapter 9

Airy and Related Functions

  • F. W. J. Olver1

Notation 194

9.1 Special Notation . . . . . . . . . . . . . 194

Airy Functions 194

9.2 Differential Equation . . . . . . . . . . . 194 9.3 Graphics . . . . . . . . . . . . . . . . . . 195 9.4 Maclaurin Series . . . . . . . . . . . . . . 196 9.5 Integral Representations . . . . . . . . . 196 9.6 Relations to Other Functions . . . . . . . 196 9.7 Asymptotic Expansions . . . . . . . . . . 198 9.8 Modulus and Phase . . . . . . . . . . . . 199 9.9 Zeros . . . . . . . . . . . . . . . . . . . 200 9.10 Integrals . . . . . . . . . . . . . . . . . . 202 9.11 Products . . . . . . . . . . . . . . . . . . 203

Related Functions 204

9.12 Scorer Functions . . . . . . . . . . . . . 204 9.13 Generalized Airy Functions . . . . . . . . 206 9.14 Incomplete Airy Functions . . . . . . . . 208

Applications 208

9.15 Mathematical Applications . . . . . . . . 208 9.16 Physical Applications . . . . . . . . . . . 209

Computation 209

9.17 Methods of Computation . . . . . . . . . 209 9.18 Tables . . . . . . . . . . . . . . . . . . . 210 9.19 Approximations . . . . . . . . . . . . . . 211 9.20 Software . . . . . . . . . . . . . . . . . . 212

References 212

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SLIDE 19

WEBSITE VS. BOOK

  • enhanced superset of the book with cutting-edge IT capabilities:

– Color visualizations – Equation search (example: d^n/?^n) – Links

  • Internal to symbol definitions, bib items, help…
  • External to online articles, reviews, software…

– Cut & paste tex, png, MathML – Sample applications

Kelvin’s shipwave Hankel function

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Abdou Youssef, GWU and NIST

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SLIDE 31

Monodromy

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SLIDE 32

Monodromy

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SLIDE 33

Monodromy

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SLIDE 34

Monodromy

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SLIDE 35

◮ Book, fine-typesetting, many authors?

⇒ L

AT

EX.

◮ Searchable, richly linked, online text

⇒ XML.

◮ Accessible, Reusable Mathematics?

⇒ MathML!

◮ Interactive, ‘Honest’ Graphics?

⇒ VRML! (X3D) We decided to do it ourselves ⇒ L

AT

Exml.

Bruce R. Miller, NIST

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SLIDE 36
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SLIDE 37
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SLIDE 38

More data is needed to make this machine readable!

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SLIDE 39
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SLIDE 40

Why use the new handbook?

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SLIDE 41

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
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SLIDE 42

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
  • We receive plenty of users feedback, and produce an update every 3 months.
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SLIDE 43

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
  • We receive plenty of users feedback, and produce an update every 3 months.
  • We give much more information: Sources and references to similar results.
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SLIDE 44

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
  • We receive plenty of users feedback, and produce an update every 3 months.
  • We give much more information: Sources and references to similar results.
  • Mathml versions of the formulas, and probably other versions in the future.
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SLIDE 45

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
  • We receive plenty of users feedback, and produce an update every 3 months.
  • We give much more information: Sources and references to similar results.
  • Mathml versions of the formulas, and probably other versions in the future.
  • Hyperlinks!
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SLIDE 46

Why use the new handbook?

  • An updated (corrected) version of the old handbook.
  • We receive plenty of users feedback, and produce an update every 3 months.
  • We give much more information: Sources and references to similar results.
  • Mathml versions of the formulas, and probably other versions in the future.
  • Hyperlinks!
  • New results.
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SLIDE 47
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SLIDE 48

n! ∼ 2πn nne−n as n → ∞ . Stirling approximation

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SLIDE 49

n! ∼ 2πn nne−n as n → ∞ . Stirling approximation Stirling’s grave in Greyfriars Kirkyard, Edinburgh

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SLIDE 50

n! ∼ 2πn nne−n as n → ∞ . Stirling approximation

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SLIDE 51

n! ∼ 2πn nne−n as n → ∞ . take n = 1 Stirling approximation

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SLIDE 52

n! ∼ 2πn nne−n as n → ∞ . take n = 1 1! ≈ 0.922 Stirling approximation

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SLIDE 53

n! ∼ 2πn nne−n as n → ∞ . take n = 1 1! ≈ 0.922 Stirling approximation Exponential-asymptotics : the large variable is actually 2πn

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SLIDE 56

1! ≈ 0.922

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1! ≈ 0.922 Taking z = 1, K = 1, will give us RK(z) ≤ 0.10132...

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SLIDE 58
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SLIDE 59

User feedback

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SLIDE 60

Olver notation

We give

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SLIDE 61

Olver notation

We give

M(a, b, z) = Γ(1 + a − b)Γ(b) 2πiΓ(a) ∫

(1+)

eztta−1 (t − 1)b−a−1 dt

b ≠ 0, − 1, − 2,⋯ .

instead of

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SLIDE 62

Olver notation

Frank Olver: “Thank god that the Bessel functions are defined correctly.” We give

M(a, b, z) = Γ(1 + a − b)Γ(b) 2πiΓ(a) ∫

(1+)

eztta−1 (t − 1)b−a−1 dt

b ≠ 0, − 1, − 2,⋯ .

instead of

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SLIDE 63

Olver notation

Frank Olver: “Thank god that the Bessel functions are defined correctly.” We give

M(a, b, z) = Γ(1 + a − b)Γ(b) 2πiΓ(a) ∫

(1+)

eztta−1 (t − 1)b−a−1 dt

b ≠ 0, − 1, − 2,⋯ .

instead of We give

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SLIDE 64

Olver notation

Frank Olver: “Thank god that the Bessel functions are defined correctly.” We give

M(a, b, z) = Γ(1 + a − b)Γ(b) 2πiΓ(a) ∫

(1+)

eztta−1 (t − 1)b−a−1 dt

b ≠ 0, − 1, − 2,⋯ .

instead of We give

2F1 (

a, b c ; z) = Γ(c)Γ(c − a − b) Γ(c − a)Γ(c − b) 2F1 ( a, b a + b − c + 1; 1 − z) + (1 − z)c−a−b Γ(c)Γ(a + b − c) Γ(a)Γ(b)

2F1 (

c − a, c − b c − a − b + 1; 1 − z)

but might include the more natural alternative version in future updates:

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SLIDE 65

Unique visitors Visits Page downloads Since 2010 1.6M 13.2M In 2014 342K 2.7M May 2015 21K 35K 349K Most popular chapters: Bessel, gamma, confluent hypergeometric

2,647 2,660 2,618 2,563 2,511 2,460 2,421 2,354 2,700 2,662 25 101 214 311 374 450 565 653

  • 500

1,000 1,500 2,000 2,500 3,000 3,500 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Number of Citations Calendar Year

New Handbook Old Handbook

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SLIDE 66
  • Adri B. Olde Daalhuis, Mathematics Editor
  • Daniel W. Lozier, General Editor
  • Barry I. Schneider, General Editor
  • Howard Cohl, General Editor
  • Ronald F. Boisvert, Editor at Large
  • Charles W. Clark, Physical Sciences Editor
  • Bruce R. Miller, Information Technology Editor
  • Bonita V. Saunders, Visualization Editor
  • Frank W. J. Olver served as Editor-in-Chief and Mathematics

Editor for the DLMF project from its beginning until his death on April 23, 2013.

Editorial Board The current state

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SLIDE 67

The Current State

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SLIDE 68
  • The project is still very alive!

The Current State

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SLIDE 69
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

The Current State

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SLIDE 70
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

The Current State

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SLIDE 71
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

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SLIDE 72
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

  • Mark Ablowitz
  • George Andrews
  • Michael Berry
  • Annie Cuyt
  • Mourad Ismail
  • James Pitman
  • Bill Reinhardt
  • Simon Ruijsenaars
  • Nico Temme
  • Stephen Watt

New list of Senior Associate Editors

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SLIDE 73
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

  • Mark Ablowitz
  • George Andrews
  • Michael Berry
  • Annie Cuyt
  • Mourad Ismail
  • James Pitman
  • Bill Reinhardt
  • Simon Ruijsenaars
  • Nico Temme
  • Stephen Watt

New list of Senior Associate Editors

  • We are enlarging the chapters: OP and Painlevé transcendents
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SLIDE 74
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

  • Mark Ablowitz
  • George Andrews
  • Michael Berry
  • Annie Cuyt
  • Mourad Ismail
  • James Pitman
  • Bill Reinhardt
  • Simon Ruijsenaars
  • Nico Temme
  • Stephen Watt

New list of Senior Associate Editors

  • We are enlarging the chapters: OP and Painlevé transcendents
  • A chapter on Orthogonal Polynomials of Several Variables is being created.
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SLIDE 75
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

  • Mark Ablowitz
  • George Andrews
  • Michael Berry
  • Annie Cuyt
  • Mourad Ismail
  • James Pitman
  • Bill Reinhardt
  • Simon Ruijsenaars
  • Nico Temme
  • Stephen Watt

New list of Senior Associate Editors

  • We are enlarging the chapters: OP and Painlevé transcendents
  • A chapter on Orthogonal Polynomials of Several Variables is being created.
  • More new chapters (Computer Algebra?)
slide-76
SLIDE 76
  • The project is still very alive!
  • We receive several dozens of queries/error reports per year. Have a look at the errata

page.

  • Once a year we investigate recent publications to try to find results that could be relevant

for the DLMF.

  • We have now a list of Associate Editors who will be responsible for the chapters.

The Current State

  • Mark Ablowitz
  • George Andrews
  • Michael Berry
  • Annie Cuyt
  • Mourad Ismail
  • James Pitman
  • Bill Reinhardt
  • Simon Ruijsenaars
  • Nico Temme
  • Stephen Watt

New list of Senior Associate Editors

  • We are enlarging the chapters: OP and Painlevé transcendents
  • A chapter on Orthogonal Polynomials of Several Variables is being created.
  • More new chapters (Computer Algebra?)

The numbering is still an issue, because we will have to add formulas in-between other formulas

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SLIDE 77

DLMF SO FAR

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SLIDE 78

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
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SLIDE 79

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
slide-80
SLIDE 80

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
slide-81
SLIDE 81

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
slide-82
SLIDE 82

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
  • LaTeX and MathMl versions are included (should Maple/Mathematica versions be included?)
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SLIDE 83

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
  • LaTeX and MathMl versions are included (should Maple/Mathematica versions be included?)
  • Unique web links for each formula
slide-84
SLIDE 84

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
  • LaTeX and MathMl versions are included (should Maple/Mathematica versions be included?)
  • Unique web links for each formula
  • Powerful search capabilities
slide-85
SLIDE 85

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
  • LaTeX and MathMl versions are included (should Maple/Mathematica versions be included?)
  • Unique web links for each formula
  • Powerful search capabilities
  • We try to stay up-to-date, and are now creating new chapters
slide-86
SLIDE 86

DLMF SO FAR

  • Selection of formulas chosen and checked by experts
  • Original sources or short derivation are included
  • Internal links to symbol definitions, bib items, help…
  • External links to online articles, reviews, software…
  • LaTeX and MathMl versions are included (should Maple/Mathematica versions be included?)
  • Unique web links for each formula
  • Powerful search capabilities
  • We try to stay up-to-date, and are now creating new chapters
  • Any feedback?