G u + < u, > = f - - PDF document

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G u + < u, > = f - - PDF document


slide-1
SLIDE 1
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧ ❖
slide-2
SLIDE 2
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❫
slide-3
SLIDE 3
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■ ❝
slide-4
SLIDE 4
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■

λ ∈ R

✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❡
slide-5
SLIDE 5
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■

λ ∈ R

✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❂

❇ ✯✼✭✍✽❍▲✸✧✩✭✰✪❙✹✲❂❢✽✰✯✲✪❙✫✖❏✛✧❣✴✺✳◆✧❤✹✲✪✐✪❙❥❦✯✼✫✮✶ ❴ ✪✿✳✌❧ ♠
slide-6
SLIDE 6
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■

λ ∈ R

✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❂

❇ ✯✼✭✍✽❍▲✸✧✩✭✰✪❙✹✲❂❢✽✰✯✲✪❙✫✖❏✛✧❣✴✺✳◆✧❤✹✲✪✐✪❙❥❦✯✼✫✮✶ ❴ ✪✿✳✌❧ ♥✛▲✸✧♣♦❵✴✺✳◆✯q✴r✽❀✯✲✪❙✫❃✴✺✹✆★✔✪✬❂✮✫✾✽✰✧✔✳s●❃✴❬✳❋✽❘✪ ❴ ✽❍▲✸✧✣✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫t✴✺❉✉✪✈♦❵✧✄✯✼✭

a(u, v) + λm(u, v) = f(v)

❴ ✪❙✳✵✴✺✹✲✹ v ∈ H ■❑❏❨▲✸✧✔✳✇✧

a(u, v) :=< Gu, v >H′×H and m(u, v) :=< u, v >H×H .

slide-7
SLIDE 7
  • ✁✄✂✆☎
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫

Gu + λ < u, · >= f

②✇③✈④ ✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧

G

✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■

λ ∈ R

✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❂

❇ ✯✼✭✍✽❍▲✸✧✩✭✰✪❙✹✲❂❢✽✰✯✲✪❙✫✖❏✛✧❣✴✺✳◆✧❤✹✲✪✐✪❙❥❦✯✼✫✮✶ ❴ ✪✿✳✌❧ ♥✛▲✸✧♣♦❵✴✺✳◆✯q✴r✽❀✯✲✪❙✫❃✴✺✹✆★✔✪✬❂✮✫✾✽✰✧✔✳s●❃✴❬✳❋✽❘✪ ❴ ✽❍▲✸✧✣✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫t✴✺❉✉✪✈♦❵✧✄✯✼✭

a(u, v) + λm(u, v) = f(v)

②⑥⑤❙④ ❴ ✪❙✳✵✴✺✹✲✹ v ∈ H ■❑❏❨▲✸✧✔✳✇✧

a(u, v) :=< Gu, v >H′×H and m(u, v) :=< u, v >H×H .

⑦⑧✫⑨✽❶⑩❑●✸✯❅★❄✴✺✹❷✭✰✯❳✽✰❂❃✴r✽✰✯❅✪✬✫✮✭r■❭✽❍▲✸✧❸❉✸✯✲✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪✿✳s❚

a(·, ·)

✳◆✧✌●✸✳✇✧✌✭✰✧✌✫❵✽✰✯✲✫✮✶❹✽❍▲✸✧❸✯✲✫❑❺ ✽❀✧✌✶✿✳❀✴✺✹❻✪✬●❊✧✔✳✰✴❄✽✰✪✿✳▼★❄✴✺✫✖❉❊✧✵❏❛✳✇✯❼✽✇✽✰✧✌✫ ✴❱✭

a(u, v) =

v(x)

g(x, y)u(y)dydx

②⑥❽✿④ ❴ ✪❙✳✵✴☛❥✿✧✔✳✇✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫

g(·, ·)

✴❱✫✸✱❾✴❸✱✮✪✬❚❯✴✺✯✼✫❿✪✿✳✢❚❯✴❱✫✸✯ ❴ ✪❙✹❅✱

❧ ➀
slide-8
SLIDE 8 ♥✛▲✸✧✩✧✔❁✾❂❃✴r✽❀✯✲✪❙✫ ②⑥⑤✿④ ✯✼✭▼✱✮✯✼✭✰★✔✳✇✧❞✽❀✯✼➁✈✧✔✱➂❉❵⑩➃★❀▲✸✪❦✪✬✭✰✯✼✫✮✶❯✴❱✫➂✫❑❺➄✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫❃✴❬✹❭✭❍❂✮❉❑❺ ✭❍●❃✴✺★✔✧

Hn

✪ ❴ ❇ ✴✺✫✸✱ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✇✯✲✫✮✶ ✽✰▲✸✧t●✸✳✇✪❙❉✸✹✲✧✌❚ ✪ ❴❤➅ ✫✸✱✮✯✼✫✮✶ ✴ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫

un ∈ Hn

✭✈❧➆✽r❧

a(un, vn) + λm(un, vn) = f(vn)

▲✸✪✿✹✲✱❩✭ ∀vn ∈ Hn ❧ ➇
slide-9
SLIDE 9 ♥✛▲✸✧✩✧✔❁✾❂❃✴r✽❀✯✲✪❙✫ ②⑥⑤✿④ ✯✼✭▼✱✮✯✼✭✰★✔✳✇✧❞✽❀✯✼➁✈✧✔✱➂❉❵⑩➃★❀▲✸✪❦✪✬✭✰✯✼✫✮✶❯✴❱✫➂✫❑❺➄✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫❃✴❬✹❭✭❍❂✮❉❑❺ ✭❍●❃✴✺★✔✧

Hn

✪ ❴ ❇ ✴✺✫✸✱ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✇✯✲✫✮✶ ✽✰▲✸✧t●✸✳✇✪❙❉✸✹✲✧✌❚ ✪ ❴❤➅ ✫✸✱✮✯✼✫✮✶ ✴ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫

un ∈ Hn

✭✈❧➆✽r❧

a(un, vn) + λm(un, vn) = f(vn)

▲✸✪✿✹✲✱❩✭ ∀vn ∈ Hn ❧ ➈❢✪❙✳✵✴❱✫✾⑩➃❉❃✴❱✭✰✯✼✭ (ϕi)i∈I ✪ ❴ Hn ■❦✽✰▲✸✯✼✭❛✯✼✭❨✧✔❁✾❂✸✯❳♦❵✴❬✹✲✧✌✫❵✽❨✽✰✪

a(un, ϕi) + λm(un, ϕi) = f(ϕi) ∀i ∈ I

❧ ➉
slide-10
SLIDE 10 ♥✛▲✸✧✩✧✔❁✾❂❃✴r✽❀✯✲✪❙✫ ②⑥⑤✿④ ✯✼✭▼✱✮✯✼✭✰★✔✳✇✧❞✽❀✯✼➁✈✧✔✱➂❉❵⑩➃★❀▲✸✪❦✪✬✭✰✯✼✫✮✶❯✴❱✫➂✫❑❺➄✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫❃✴❬✹❭✭❍❂✮❉❑❺ ✭❍●❃✴✺★✔✧

Hn

✪ ❴ ❇ ✴✺✫✸✱ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✇✯✲✫✮✶ ✽✰▲✸✧t●✸✳✇✪❙❉✸✹✲✧✌❚ ✪ ❴❤➅ ✫✸✱✮✯✼✫✮✶ ✴ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫

un ∈ Hn

✭✈❧➆✽r❧

a(un, vn) + λm(un, vn) = f(vn)

▲✸✪✿✹✲✱❩✭ ∀vn ∈ Hn ❧ ➈❢✪❙✳✵✴❱✫✾⑩➃❉❃✴❱✭✰✯✼✭ (ϕi)i∈I ✪ ❴ Hn ■❦✽✰▲✸✯✼✭❛✯✼✭❨✧✔❁✾❂✸✯❳♦❵✴❬✹✲✧✌✫❵✽❨✽✰✪

a(un, ϕi) + λm(un, ϕi) = f(ϕi) ∀i ∈ I

❧ ➊ ✯✼✫✸★✔✧➃✽❍▲✸✧➂✭✰✪❙✹✲❂❢✽✰✯❅✪✬✫

un

✯✼✭➃✴❱✫ ✧✔✹✲✧✌❚❲✧✌✫❵✽✒✪ ❴ Hn ■✚✽✰▲✸✧✔✳✇✧✖✯✲✭❯✴⑨★✔✪✐✧➌➋➍★✔✯❅✧✌✫❵✽ ♦✾✧✔★❞✽✰✪✿✳ (xi)i∈I ✭➎✴r✽✰✯✲✭ ❴ ⑩❢✯✼✫✮✶

un =

  • j∈I

xjϕj,

✭r❧➏✽❄❧❑✽✰▲✸✧✣★✔✪✐✧➌➋➍★✔✯❅✧✌✫❵✽❍✭❨✭➎✴r✽❀✯✼✭ ❴ ⑩➃✽✰▲✸✧✣✧✔❁✾❂❃✴r✽❀✯✲✪❙✫
  • j∈I

xja(ϕj, ϕi) + λ

  • j∈I

xjm(ϕj, ϕi) = f(ϕi)

❴ ✪❙✳✵✴✺✹✲✹ i ∈ I ❧ ❖⑧➐
slide-11
SLIDE 11 ♥✛▲✸✯✼✭♣✯✼✭➑✴❸✭s⑩❢✭s✽❀✧✌❚ ✪ ❴ ✹✲✯✼✫✸✧❄✴❬✳❛✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭✩✴❱✫✸✱❾★❄✴❱✫P❉❊✧➑❏❛✳✇✯❼✽✇✽✰✧✌✫⑨✯✲✫P❚❯✴r✽✰✳◆✯➓➒ ❴ ✪❙✳s❚

Gx + λMx = b

❉✾⑩❹✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✯✲✫✮✶❲❚➔✴❄✽✰✳✇✯❅★✔✧✌✭ G, M ∈ RI×I ✴✺✫✸✱❾✴✄♦❵✧✔★❞✽❀✪❙✳ b ∈ RI ❏❨✯❼✽❍▲

Gij := a(ϕj, ϕi),

❖❋❖
slide-12
SLIDE 12 ♥✛▲✸✯✼✭♣✯✼✭➑✴❸✭s⑩❢✭s✽❀✧✌❚ ✪ ❴ ✹✲✯✼✫✸✧❄✴❬✳❛✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭✩✴❱✫✸✱❾★❄✴❱✫P❉❊✧➑❏❛✳✇✯❼✽✇✽✰✧✌✫⑨✯✲✫P❚❯✴r✽✰✳◆✯➓➒ ❴ ✪❙✳s❚

Gx + λMx = b

❉✾⑩❹✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✯✲✫✮✶❲❚➔✴❄✽✰✳✇✯❅★✔✧✌✭ G, M ∈ RI×I ✴✺✫✸✱❾✴✄♦❵✧✔★❞✽❀✪❙✳ b ∈ RI ❏❨✯❼✽❍▲

Gij := a(ϕj, ϕi), Mij := m(ϕj, ϕi),

❖⑥❫
slide-13
SLIDE 13 ♥✛▲✸✯✼✭♣✯✼✭➑✴❸✭s⑩❢✭s✽❀✧✌❚ ✪ ❴ ✹✲✯✼✫✸✧❄✴❬✳❛✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭✩✴❱✫✸✱❾★❄✴❱✫P❉❊✧➑❏❛✳✇✯❼✽✇✽✰✧✌✫⑨✯✲✫P❚❯✴r✽✰✳◆✯➓➒ ❴ ✪❙✳s❚

Gx + λMx = b

❉✾⑩❹✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✯✲✫✮✶❲❚➔✴❄✽✰✳✇✯❅★✔✧✌✭ G, M ∈ RI×I ✴✺✫✸✱❾✴✄♦❵✧✔★❞✽❀✪❙✳ b ∈ RI ❏❨✯❼✽❍▲

Gij := a(ϕj, ϕi), Mij := m(ϕj, ϕi), bi := f(ϕi).

❖⑧❝
slide-14
SLIDE 14 ♥✛▲✸✯✼✭♣✯✼✭➑✴❸✭s⑩❢✭s✽❀✧✌❚ ✪ ❴ ✹✲✯✼✫✸✧❄✴❬✳❛✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭✩✴❱✫✸✱❾★❄✴❱✫P❉❊✧➑❏❛✳✇✯❼✽✇✽✰✧✌✫⑨✯✲✫P❚❯✴r✽✰✳◆✯➓➒ ❴ ✪❙✳s❚

Gx + λMx = b

❉✾⑩❹✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✯✲✫✮✶❲❚➔✴❄✽✰✳✇✯❅★✔✧✌✭ G, M ∈ RI×I ✴✺✫✸✱❾✴✄♦❵✧✔★❞✽❀✪❙✳ b ∈ RI ❏❨✯❼✽❍▲

Gij := a(ϕj, ϕi), Mij := m(ϕj, ϕi), bi := f(ϕi).

⑦ ❴ ❏✛✧→❂✮✭❍✧➣✭s✽❞✴❱✫✸✱↔✴❬✳✇✱ ➅ ✫✸✯❳✽❀✧➣✧✔✹❅✧✌❚➍✧✌✫✾✽✏❉❃✴❱✭✰✯✼✭ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭ (ϕi)i∈I ■✔✽❍▲✸✧→❚❯✴r✽✰✳◆✯➓➒

M

❏❛✯✲✹❅✹❵❉✉✧❷✭❍●❃✴✺✳✇✭❍✧✿■✈❉✮❂❢✽ G ❏❨✯❅✹✲✹✷❉❊✧↕✱✮✧✌✫✮✭❍✧✔✹❼⑩➑●❊✪✬●✮❂✸✹➙✴r✽✰✧✔✱❜■✈✭✰✯✼✫✸★✔✧✏✽➄⑩❑●✸✯✲★❄✴❬✹❵❥✿✧✔✳✇✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫✮✭❨▲❃✴❞♦✾✧✣✶✿✹❅✪✬❉❃✴✺✹❜✭❍❂✮●✮●✉✪✿✳❋✽❄❧ ❖ ❡
slide-15
SLIDE 15 ♥✛▲✸✯✼✭♣✯✼✭➑✴❸✭s⑩❢✭s✽❀✧✌❚ ✪ ❴ ✹✲✯✼✫✸✧❄✴❬✳❛✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭✩✴❱✫✸✱❾★❄✴❱✫P❉❊✧➑❏❛✳✇✯❼✽✇✽✰✧✌✫⑨✯✲✫P❚❯✴r✽✰✳◆✯➓➒ ❴ ✪❙✳s❚

Gx + λMx = b

❉✾⑩❹✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✯✲✫✮✶❲❚➔✴❄✽✰✳✇✯❅★✔✧✌✭ G, M ∈ RI×I ✴✺✫✸✱❾✴✄♦❵✧✔★❞✽❀✪❙✳ b ∈ RI ❏❨✯❼✽❍▲

Gij := a(ϕj, ϕi),

②➜➛✐④

Mij := m(ϕj, ϕi),

②⑥➝✿④

bi := f(ϕi).

②⑧➞✷④ ⑦ ❴ ❏✙✧➟❂✮✭✰✧✥✭✇✽➎✴❱✫✸✱↔✴❬✳✇✱ ➅ ✫✸✯❼✽✰✧❸✧✔✹❅✧✌❚➍✧✌✫✾✽➑❉❃✴❱✭✰✯✼✭ ❴ ❂✮✫✸★❞✽❀✯✲✪❙✫✮✭ (ϕi)i∈I ■↔✽✰▲✸✧✥❚➔✴r❺ ✽❀✳✇✯❳➒ M ❏❨✯❅✹✲✹❊❉❊✧✵✭❍●❃✴✺✳✇✭❍✧✿■❦❉✮❂❢✽ G ❏❨✯❅✹✲✹❊❉❊✧❘✱✮✧✌✫✮✭✰✧✔✹❳⑩✒●❊✪✬●✮❂✸✹q✴❄✽✰✧✔✱❜■❦✭✰✯✼✫✸★✔✧✵✽❶⑩❢●✸✯✲★❄✴✺✹ ❥✷✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭❨▲❃✴➌♦❵✧✩✶✿✹❅✪✬❉❃✴❬✹❜✭❍❂✮●✮●❊✪❙✳➠✽r❧ ➊ ✽✰✪❙✳◆✯✼✫✮✶

G

✱✮✯❅✳✇✧✔★❞✽✰✹❼⑩ ✱✮✪✐✧✌✭❍✫✻❪➏✽☛✹❅✧❄✴✺✱ ✽✰✪❿✧➌➋❲★✔✯✲✧✌✫❵✽❈✴✺✹✲✶✿✪❙✳◆✯❳✽✰▲✮❚❈✭r❧❻♥✢▲✸✧✔✳✇✧ ❴ ✪✿✳✇✧ ❏✛✧✄✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✧ G ❉❵⑩✖✴❣❚❯✴r✽❀✳✇✯➓➒➔✽✰▲❃✴r✽❛★❄✴❱✫❹❉✉✧✵✽✰✳◆✧❄✴r✽❀✧✔✱✖✧➌➋➍★✔✯✲✧✌✫✾✽✰✹❳⑩✾■❩❉❵⑩❯✳✇✧➎❺
  • ✸✹➙✴✺★✔✯✲✫✮✶❨✽❍▲✸✧➣❥✿✧✔✳✇✫✸✧✔✹
❴ ❂✮✫✸★❞✽✰✯❅✪✬✫ k(·, ·) ❉❵⑩✄✹❅✪✐★❄✴✺✹❑✱✮✧✌✶✿✧✌✫✸✧✔✳✰✴❄✽✰✧✛✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✯❅✪✬✫✮✭r■ ✴✺✫✸✱➃✽❍▲✸✯✲✭❨✹❅✧❄✴✺✱❩✭✢✽✰✪➔✴☛▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹❻❚➔✴❄✽✰✳◆✯➓➒➡❧ ❖⑥♠
slide-16
SLIDE 16 ➢❲➤✐➥✷➦➨➧➩➧s➫❷➭❹➤✾➯➨➤✐➲✆➤❵➳✺➦✮➵✈➤t➦✸➸➺➸➺➳❄➻❦➼✻➽➜➾ ➦✸➵✈➽➩➻❃➲ ➚❜✴✺✭s✽✣❏✛✧✔✧✌❥✖❏✛✧✿❪➏♦✾✧✒✴❬✹✲✳◆✧❄✴✺✱❑⑩t✽➎✴❬✹✼❥✿✧✔✱ ✴❱❉❊✪✬❂❢✽✄✱✮✧✌✶✷✧✌✫✸✧✔✳✰✴r✽❀✧✒✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻■ ❉✮❂❢✽❘✴❱✭❘⑦↕★❄✴✺✫➂✯✲❚➔✴✺✶✿✯✲✫✸✧♣✽❍▲❃✴r✽➑✴ ❴ ✧❞❏
  • ❊✧✔✪✬●✸✹✲✧✩✯✲✫✖▲✸✧✔✳✇✧➑❚➔✴➌⑩➃✫✸✪❬✽▼✳✇✧✌❚❲✧✌❚✥❉✉✧✔✳✢✯❳✽
♦✾✧✔✳❋⑩➃♦❢✯❳♦❢✯❅✱✮✹❳⑩✾■❃⑦✰❪➪✹✲✹✻❁✾❂✸✯❅★❀❥❦✹❳⑩✖✧➎➒❢●✸✹q✴❬✯✼✫➂❏❨▲❃✴r✽✵✯❳✽✵✯✼✭❘✴❱❉❊✪✬❂❢✽❄❧ ❖⑧①
slide-17
SLIDE 17 ➢❲➤✐➥✷➦➨➧➩➧s➫❷➭❹➤✾➯➨➤✐➲✆➤❵➳✺➦✮➵✈➤t➦✸➸➺➸➺➳❄➻❦➼✻➽➜➾ ➦✸➵✈➽➩➻❃➲ ➚❜✴✺✭s✽✣❏✛✧✔✧✌❥✖❏✛✧✿❪➏♦✾✧✒✴❬✹✲✳◆✧❄✴✺✱❑⑩t✽➎✴❬✹✼❥✿✧✔✱ ✴❱❉❊✪✬❂❢✽✄✱✮✧✌✶✷✧✌✫✸✧✔✳✰✴r✽❀✧✒✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻■ ❉✮❂❢✽❘✴❱✭❘⑦↕★❄✴✺✫➂✯✲❚➔✴✺✶✿✯✲✫✸✧♣✽❍▲❃✴r✽➑✴ ❴ ✧❞❏
  • ❊✧✔✪✬●✸✹✲✧✩✯✲✫✖▲✸✧✔✳✇✧➑❚➔✴➌⑩➃✫✸✪❬✽▼✳✇✧✌❚❲✧✌❚✥❉✉✧✔✳✢✯❳✽
♦✾✧✔✳❋⑩➃♦❢✯❳♦❢✯❅✱✮✹❳⑩✾■❃⑦✰❪➪✹✲✹✻❁✾❂✸✯❅★❀❥❦✹❳⑩✖✧➎➒❢●✸✹q✴❬✯✼✫➂❏❨▲❃✴r✽✵✯❳✽✵✯✼✭❘✴❱❉❊✪✬❂❢✽❄❧ ♥✛▲✸✧ ✯❅✱✮✧❄✴ ✯✼✭❹✽✰✪ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧ ✽✰▲✸✧⑨❥✿✧✔✳✇✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫

g(·, ·)

❉❵⑩ ❂✮✭✰✯✼✫✮✶ ✯✲✫❵✽✰✧✔✳✇●❊✪❙✹q✴❄✽✰✯❅✪✬✫❲✯✼✫✮✭✇✽✰✧❄✴✺✱❈✪ ❴ ♥➶✴❞⑩❩✹✲✪❙✳❷✧➎➒❢●❃✴✺✫✮✭❍✯❅✪✬✫✻■❵✴❱✫✸✱✥✽❍▲✐❂✮✭➣✴➌♦❵✪❙✯❅✱✮✯✼✫✮✶➑✽✰▲✸✧➹✫✸✧✔✧✔✱ ✪ ❴ ❉❊✧✔✯✼✫✮✶❯✴❱❉✸✹❅✧♣✽✰✪➍✧❞♦✷✴❬✹✼❂❃✴❄✽✰✧➑✽✰▲✸✧✣✱✮✧✔✳✇✯❳♦❵✴❄✽✰✯❳♦✾✧✌✭✵✪ ❴ g ✧➌➋➍★✔✯❅✧✌✫❵✽✰✹❼⑩✾❧ ❖ ➀
slide-18
SLIDE 18 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd

❖⑧➇
slide-19
SLIDE 19 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd (Lν)ν∈K

❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲

Lν(xµ) = δν,µ

❴ ✪❙✳ ν, µ ∈ K ❧ ❖⑧➉
slide-20
SLIDE 20 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd (Lν)ν∈K

❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲

Lν(xµ) = δν,µ

❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧

˜ g(x, y) :=

  • ν∈K

g(xν, y)Lν(x).

➷ ✭✥❚➍✧✌✫❵✽❀✯✲✪❙✫✸✧✔✱ ❉✉✧ ❴ ✪❙✳✇✧✿■✻❏✛✧➔✱✮✪✬✫✻❪➆✽✥✫✸✧✔✧✔✱ ✴❱✫✾⑩ ✱✮✧✔✳✇✯❼♦❵✴r✽✰✯❼♦❵✧➃✪ ❴ g ❴ ✪❙✳✄✽✰▲❃✴r✽ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻❧ ❫➄➐
slide-21
SLIDE 21 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd (Lν)ν∈K

❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲

Lν(xµ) = δν,µ

❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧

˜ g(x, y) :=

  • ν∈K

g(xν, y)Lν(x).

➷ ✭✥❚➍✧✌✫❵✽❀✯✲✪❙✫✸✧✔✱ ❉✉✧ ❴ ✪❙✳✇✧✿■✻❏✛✧➔✱✮✪✬✫✻❪➆✽✥✫✸✧✔✧✔✱ ✴❱✫✾⑩ ✱✮✧✔✳✇✯❼♦❵✴r✽✰✯❼♦❵✧➃✪ ❴ g ❴ ✪❙✳✄✽✰▲❃✴r✽ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻❧ ✦ ✧✩★❄✴❱✫✖✫✸✪✈❏ ✳✇✧✌●✸✹q✴❬★✔✧➑✽❍▲✸✧✩❚❯✴r✽❀✳✇✯❳➒

G

❏❨✯❼✽❍▲

˜ G

✱✮✧ ➅ ✫✸✧✔✱➂❉✾⑩

˜ Gij :=

ϕi(x)

˜ g(x, y)ϕj(y)dydx = (ABT)ij,

❫◆❖
slide-22
SLIDE 22 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd (Lν)ν∈K

❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲

Lν(xµ) = δν,µ

❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧

˜ g(x, y) :=

  • ν∈K

g(xν, y)Lν(x).

➷ ✭✥❚➍✧✌✫❵✽❀✯✲✪❙✫✸✧✔✱ ❉✉✧ ❴ ✪❙✳✇✧✿■✻❏✛✧➔✱✮✪✬✫✻❪➆✽✥✫✸✧✔✧✔✱ ✴❱✫✾⑩ ✱✮✧✔✳✇✯❼♦❵✴r✽✰✯❼♦❵✧➃✪ ❴ g ❴ ✪❙✳✄✽✰▲❃✴r✽ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻❧ ✦ ✧✩★❄✴❱✫✖✫✸✪✈❏ ✳✇✧✌●✸✹q✴❬★✔✧➑✽❍▲✸✧✩❚❯✴r✽❀✳✇✯❳➒

G

❏❨✯❼✽❍▲

˜ G

✱✮✧ ➅ ✫✸✧✔✱➂❉✾⑩

˜ Gij :=

ϕi(x)

˜ g(x, y)ϕj(y)dydx = (ABT)ij,

❏❨▲✸✧✔✳✇✧

Aiν :=

ϕi(x)Lν(x)dx

❫❋❫
slide-23
SLIDE 23 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽

(xν)ν∈K

❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫

Rd (Lν)ν∈K

❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲

Lν(xµ) = δν,µ

❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧

˜ g(x, y) :=

  • ν∈K

g(xν, y)Lν(x).

➷ ✭✥❚➍✧✌✫❵✽❀✯✲✪❙✫✸✧✔✱ ❉✉✧ ❴ ✪❙✳✇✧✿■✻❏✛✧➔✱✮✪✬✫✻❪➆✽✥✫✸✧✔✧✔✱ ✴❱✫✾⑩ ✱✮✧✔✳✇✯❼♦❵✴r✽✰✯❼♦❵✧➃✪ ❴ g ❴ ✪❙✳✄✽✰▲❃✴r✽ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻❧ ✦ ✧✩★❄✴❱✫✖✫✸✪✈❏ ✳✇✧✌●✸✹q✴❬★✔✧➑✽❍▲✸✧✩❚❯✴r✽❀✳✇✯❳➒

G

❏❨✯❼✽❍▲

˜ G

✱✮✧ ➅ ✫✸✧✔✱➂❉✾⑩

˜ Gij :=

ϕi(x)

˜ g(x, y)ϕj(y)dydx = (ABT)ij,

❏❨▲✸✧✔✳✇✧

Aiν :=

ϕi(x)Lν(x)dx

✴✺✫✸✱

Bjν :=

ϕj(y)g(xν, y)dy.

❫➄❝
slide-24
SLIDE 24
  • ✁✄✂✆☎
✝✆✝✟✞P➬ ✤✥➮✖✓✖✕✖✁✄✂✆➱ ✃ ✡✌☞❨❐ ☞❨✓➟☎ ☞✛☎✏❒➂✤✒✕ ✑✔✓ ❮✩❰ ✦ ✧✵★✔✪❙✫✮✭❍✯❅✱✮✧✔✳✍✴❣★✔✹✲✪✬✭✰✧✔✱❯★✌❂✸✳➠♦❵✧➑✯✼✫ ⑤ ❺➄✱✮✯✼❚❲✧✌✫✮✭✰✯✲✪✬✫❃✴❬✹❊✭❍●❃✴✺★✔✧✿■❦✶✿✯❼♦❵✧✌✫P✴❱✭▼✴✺✫❿✴❬✳✇✳✰✴➌⑩ ♦✾✧✔✳❋✽❀✧➎➒ ✪ ❴ ✫
  • ❊✪❙✯✼✫✾✽❍✭r❧✟✦
✧❿❂✮✭❍✧✖●✸✯❅✧✔★✔✧❞❏❨✯✲✭❍✧❆★✔✪✬✫✮✭✇✽➎✴✺✫❵✽➃❉❃✴❱✭✰✯✼✭ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭❹✴❱✫✸✱ ★Ï▲✸✪✐✪✬✭✰✧➹✽✰▲✸✧✛★❀▲❃✴✺✳❀✴✺★❞✽❀✧✔✳✇✯✼➁✈✯✲✫✮✶❤●❊✪❙✯✲✫❵✽❷✽✰✪➑❉❊✧➣✽❍▲✸✧✙❚❲✯✲✱✮✱✮✹❅✧✛✪ ❴ ✽❍▲✸✧✛★✔✪✿✳✇✳◆✧✌✭◆●❊✪✬✫✸✱✮✯✲✫✮✶ ✯✲✫❵✽✰✧✔✳➠♦❵✴✺✹Ð❧❩✦ ✧❘❏❨✯✲✹❅✹✻✫✸✪✔❏ ✭❍✪✿✹❳♦❵✧❣✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹❻✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭❨✪❙✫➂✽❍▲✸✯✲✭▼★✌❂✸✳➠♦❵✧✿❧ ❫ ❡
slide-25
SLIDE 25
  • ✁✄✂✆☎
✝✆✝✟✞P➬ ✤✥➮✖✓✖✕✖✁✄✂✆➱ ✃ ✡✌☞❨❐ ☞❨✓➟☎ ☞✛☎✏❒➂✤✒✕ ✑✔✓ ❮✩❰ ✦ ✧❲★✔✪✬✫✮✭✰✯✲✱✮✧✔✳❸✴➂★✔✹❅✪✬✭✰✧✔✱ ★✌❂✸✳❋♦✾✧➔✯✼✫ ⑤ ❺➄✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫❃✴✺✹➣✭❍●❃✴✺★✔✧✿■✆✶✿✯❳♦✾✧✌✫ ✴❱✭❈✴✺✫ ✴✺✳➄❺ ✳❀✴❞⑩Ñ♦❵✧✔✳❋✽❀✧➎➒✒✪ ❴ ✫✒●✉✪✿✯✼✫❵✽✰✭✈❧✿✦ ✧▼❂✮✭✰✧▼●✸✯✲✧✔★✔✧❞❏❨✯✲✭❍✧❛★✔✪❙✫✮✭s✽❞✴❱✫❵✽✙❉❃✴❱✭✰✯✼✭ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫✮✭✢✴❱✫✸✱ ★Ï▲✸✪✐✪✬✭✰✧➹✽✰▲✸✧✛★❀▲❃✴✺✳❀✴✺★❞✽❀✧✔✳✇✯✼➁✈✯✲✫✮✶❤●❊✪❙✯✲✫❵✽❷✽✰✪➑❉❊✧➣✽❍▲✸✧✙❚❲✯✲✱✮✱✮✹❅✧✛✪ ❴ ✽❍▲✸✧✛★✔✪✿✳✇✳◆✧✌✭◆●❊✪✬✫✸✱✮✯✲✫✮✶ ✯✲✫❵✽✰✧✔✳➠♦❵✴✺✹Ð❧❩✦ ✧❘❏❨✯✲✹❅✹✻✫✸✪✔❏ ✭❍✪✿✹❳♦❵✧❣✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹❻✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭❨✪❙✫➂✽❍▲✸✯✲✭▼★✌❂✸✳➠♦❵✧✿❧ ✦ ✧❯✴✺✳◆✧➔✯✼✫✾✽✰✧✔✳✇✧✌✭✇✽✰✧✔✱ ✯✼✫ ✴➂❉✉✪❙❂✮✫✸✱↔✴✺✳➠⑩ ✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹→●✸✳✇✪❙❉✸✹✲✧✌❚P■✆✯⑧❧➪✧✿❧✻✽❍▲✸✧❲✭✰✧❞✽ Ω ✯✲✭➟✴➃✭❍❂✮❉✮❚❯✴❱✫✸✯ ❴ ✪❙✹✲✱❜❧➶❇✍✧✔✳✇✧ Ω ✯✲✭➟✴❿✴❹★✌❂✸✳➠♦❵✧✿❧ ➊ ✯✼✫✸★✔✧❸❏✙✧✿❪Ò✹✲✹➣❉✉✧❸✽➎✴❬✹✼❥❦✯✲✫✮✶ ✴✺❉❊✪✬❂❢✽ ✯✲✫❵✽✰✧✌✶✷✳✰✴❬✹↔✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭r■❦⑦✻❏❨✯✲✹❅✹➨✳◆✧✔★❄✴✺✹✲✹✮✽❍▲✸✧✍❚➍✧❄✴✺✫✸✯✼✫✮✶✄✪ ❴ ✴❱✫✒✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹❃✪✬✫➃✴➑★✌❂✸✳➠♦❵✧✿Ó ❫❋♠
slide-26
SLIDE 26 Ô Õ☛Ö ➳r×✉➤❿➽➜➲❭➵✈➤✾➯✸➳✺➦✸➧➜Ø ➚❭✧❞✽ γ Ó [0, 1] → R2 ❉❊✧➟✯✲✫❙Ù➠✧✔★❞✽✰✯❼♦❵✧Ñ✯✲✫ ÚÜÛ❑■ ③ Ú✼■ γ ∈ C1, γ′ ∈ C0 ❧❃✦ ✧❣❏❨✳✇✯❼✽✰✧

Γ := γ([0, 1])

❧✏➚❭✧❞✽ u ∈ C0(Γ) ❧✻✦ ✧✒✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✧❿✴❿●❃✴✺✳❋✽❀✯❳✽❀✯✲✪✬✫

0 = x0 < x1 < ... < xn = 1

✪ ❴ ÚÒÛ❑■ ③ÏÝ ✴❱✫✸✱✖★✔✪❙✫✮✭❍✯❅✱✮✧✔✳✙✽✰▲✸✧✩✭◆❂✮❚

Ix :=

n

  • i=1

u(γ(xi))γ(xi) − γ(xi−1).

❫➄①
slide-27
SLIDE 27 Ô Õ☛Ö ➳r×✉➤❿➽➜➲❭➵✈➤✾➯✸➳✺➦✸➧➜Ø ➚❭✧❞✽ γ Ó [0, 1] → R2 ❉❊✧➟✯✲✫❙Ù➠✧✔★❞✽✰✯❼♦❵✧Ñ✯✲✫ ÚÜÛ❑■ ③ Ú✼■ γ ∈ C1, γ′ ∈ C0 ❧❃✦ ✧❣❏❨✳✇✯❼✽✰✧

Γ := γ([0, 1])

❧✏➚❭✧❞✽ u ∈ C0(Γ) ❧✻✦ ✧✒✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✧❿✴❿●❃✴✺✳❋✽❀✯❳✽❀✯✲✪✬✫

0 = x0 < x1 < ... < xn = 1

✪ ❴ ÚÒÛ❑■ ③ÏÝ ✴❱✫✸✱✖★✔✪❙✫✮✭❍✯❅✱✮✧✔✳✙✽✰▲✸✧✩✭◆❂✮❚

Ix :=

n

  • i=1

u(γ(xi))γ(xi) − γ(xi−1).

Þß➤✐➾ ➾ ➦ à Õ❣Ö ➳r×✉➤ ➽á➲❊➵✈➤✾➯✸➳✺➦✸➧ãâ ➫➑ä✆å➌æ ǫ ∈ R>0 ç✥è➡é å➎ê❀å✒ëíì➂î δ ∈ R>0 ì ç æ ç ∀ ï î✬ê✌æáë➜æáëÐð✬ñ❢ì 0 = x0 < x1 < ... < xn = 1 ò ë➜æ é xi − xi−1 < δ(i ∈

1, ..., n)

ò å é î✬ó✿å

Ix −

1

  • u(γ(y))γ′(y)dy ≤ ǫ.
ô✣➳❄➻❭➻↔õ❀➫➶✧✔✹❅✧✌❚➍✧✌✫❵✽❞✴✺✳✵✴❱✫❃✴❬✹❳⑩❑✭✰✯✼✭ ❫ ➀
slide-28
SLIDE 28 Ô Õ☛Ö ➳r×✉➤❿➽➜➲❭➵✈➤✾➯✸➳✺➦✸➧➜Ø ➚❭✧❞✽ γ Ó [0, 1] → R2 ❉❊✧➟✯✲✫❙Ù➠✧✔★❞✽✰✯❼♦❵✧Ñ✯✲✫ ÚÜÛ❑■ ③ Ú✼■ γ ∈ C1, γ′ ∈ C0 ❧❃✦ ✧❣❏❨✳✇✯❼✽✰✧

Γ := γ([0, 1])

❧✏➚❭✧❞✽ u ∈ C0(Γ) ❧✻✦ ✧✒✯✼✫❵✽❀✳✇✪✐✱❩❂✸★✔✧❿✴❿●❃✴✺✳❋✽❀✯❳✽❀✯✲✪✬✫

0 = x0 < x1 < ... < xn = 1

✪ ❴ ÚÒÛ❑■ ③ÏÝ ✴❱✫✸✱✖★✔✪❙✫✮✭❍✯❅✱✮✧✔✳✙✽✰▲✸✧✩✭◆❂✮❚

Ix :=

n

  • i=1

u(γ(xi))γ(xi) − γ(xi−1).

Þß➤✐➾ ➾ ➦ à Õ❣Ö ➳r×✉➤ ➽á➲❊➵✈➤✾➯✸➳✺➦✸➧ãâ ➫➑ä✆å➌æ ǫ ∈ R>0 ç✥è➡é å➎ê❀å✒ëíì➂î δ ∈ R>0 ì ç æ ç ∀ ï î✬ê✌æáë➜æáëÐð✬ñ❢ì 0 = x0 < x1 < ... < xn = 1 ò ë➜æ é xi − xi−1 < δ(i ∈

1, ..., n)

ò å é î✬ó✿å

Ix −

1

  • u(γ(y))γ′(y)dy ≤ ǫ.
ô✣➳❄➻❭➻↔õ❀➫➶✧✔✹❅✧✌❚➍✧✌✫❵✽❞✴✺✳✵✴❱✫❃✴❬✹❳⑩❑✭✰✯✼✭ ➭❹➤❵ö✏➲➺➽÷➵✈➽➩➻❃➲→➫✢✦ ✧➍✱✮✧ ➅ ✫✸✧❸✽✰▲✸✧tø➌ù❦ê❞ó❙å❲ë÷ñ↔æ➄å⑧ú✿ê❍î❙û↕Ó❻✹✲✧❞✽ (γi)m

i=1

❉❊✧➔✴❯✽✰❂✮●✸✹✲✧❲✪ ❴ ✯✲✫❙Ù➠✧✔★❞✽✰✯❼♦❵✧ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫✮✭♣✯✼✫

C1([0, 1], R2)

❧❭➈❢✪✿✳✵✴❬✹✲✹ i ∈ 1, ..., m ■✮❏✛✧❤✭✰✧❞✽ Γi :=

γi([0, 1])

❧✏♥✛▲✸✧ ø➌ù❦ê❞ó❙å❹ë÷ñ↔æ➄å⑧ú✿ê❍î✬û✏✪✈♦❵✧✔✳➟✽❍▲✸✧❹●✸✯✲✧✔★✔✧❞❏❛✯✼✭✰✧➂✱✮✯❼ü❭✧✔✳✇✧✌✫❵✽❀✯q✴✺❉✸✹✲✧✖★✌❂✸✳❋♦✾✧

Γ := ∪m

i=1Γi

✯✲✭✍✶✷✯❳♦❵✧✌✫P❉❵⑩
  • Γ

u(x)dx :=

m

  • i=1

1

  • u(γi(y))γ′

i(y)dy.

❫➄➇
slide-29
SLIDE 29 ý þ ➽á➲✆➯➨➧➜➤t➧➜➦❦ÿ❃➤❵➳➔➸↕➻➨➵✈➤✐➲❊➵✈➽➜➦➨➧ ✦ ✧ ➅ ➒t✫⑨●❊✪✿✯✼✫❵✽✰✭ p0, ..., pn−1 ∈ R2 ■❊✭❍✧❞✽ pn := p0 ✴✺✫✸✱ ✱✮✧ ➅ ✫✸✧❣✽❍▲✸✧❲✴❄➋❈✫✸✧
  • ❃✴❬✳✰✴✺❚➍✧❞✽❀✳✇✯✼➁❱✴❄✽✰✯❅✪✬✫✮✭

γi : [0, 1] → R2, y → pi−1(1 − y) + piy,

❴ ✪❙✳ i ∈ 1, ..., n ❧ ➷ ✭➍✹❅✪✬✫✮✶ ✴❱✭ pi = pj ▲✸✪✿✹✲✱❩✭ ∀i, j ∈ 0, ..., n − 1 ❏❨✯❼✽❍▲

i = j

■❑✽❍▲✸✯✲✭❨✱✮✧ ➅ ✫✸✧✌✭❘✴☛●❊✪✿✹❳⑩❑✶✷✪✬✫❃✴✺✹❻★✌❂✸✳➠♦❵✧ Γ := ∪m

i=1γi([0, 1])

❧ ❫➄➉
slide-30
SLIDE 30 ý þ ➽á➲✆➯➨➧➜➤t➧➜➦❦ÿ❃➤❵➳➔➸↕➻➨➵✈➤✐➲❊➵✈➽➜➦➨➧ ✦ ✧ ➅ ➒t✫⑨●❊✪✿✯✼✫❵✽✰✭ p0, ..., pn−1 ∈ R2 ■❊✭❍✧❞✽ pn := p0 ✴✺✫✸✱ ✱✮✧ ➅ ✫✸✧❣✽❍▲✸✧❲✴❄➋❈✫✸✧
  • ❃✴❬✳✰✴✺❚➍✧❞✽❀✳✇✯✼➁❱✴❄✽✰✯❅✪✬✫✮✭

γi : [0, 1] → R2, y → pi−1(1 − y) + piy,

❴ ✪❙✳ i ∈ 1, ..., n ❧ ➷ ✭➍✹❅✪✬✫✮✶ ✴❱✭ pi = pj ▲✸✪✿✹✲✱❩✭ ∀i, j ∈ 0, ..., n − 1 ❏❨✯❼✽❍▲

i = j

■❑✽❍▲✸✯✲✭❨✱✮✧ ➅ ✫✸✧✌✭❘✴☛●❊✪✿✹❳⑩❑✶✷✪✬✫❃✴✺✹❻★✌❂✸✳➠♦❵✧ Γ := ∪m

i=1γi([0, 1])

❧ ❨➼❻➦↔➾ ➸➺➧➩➤❃➫ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✛✽❍▲✸✧ ❴ ✪❙✹✲✹❅✪✔❏❛✯✼✫✮✶✒●❊✪❙✯✲✫❵✽❍✭rÓ

−1 1 2 3 4 5 6 7 8 9 1.5 2 2.5 3 3.5 4 4.5 5 5.5 p0 p1 p2 p3 p4 p5 p6 p7 p8 p9 p11 p12 p13 p14 p15 p16 p17 p10

❝❋➐
slide-31
SLIDE 31 ✦ ✧✩✪✬❉✮✭✰✧✔✳❋♦✾✧ γ4 ✴✺✫✸✱✖✯❳✽❍✭❛✧❞♦❵✴✺✹✲❂❃✴r✽❀✯✲✪✬✫❆✯✼✫❹✽✂✁✩Û❑Ó

−1 1 2 3 4 5 6 7 8 1.5 2 2.5 3 3.5 4 4.5 5 5.5 p0 p1 p2 p5 p6 p7 p8 p9 p10 p11 p12 p13 p14 p15 p16 p17 γ4([0,1]) p3=γ4(0) p4

❝❍❖
slide-32
SLIDE 32 ✽✄✁✩Û❑❧ ➛ Ó

−1 1 2 3 4 5 6 7 8 1.5 2 2.5 3 3.5 4 4.5 5 5.5 p0 p1 p2 p5 p6 p7 p8 p9 p10 p11 p12 p13 p14 p15 p16 p17 γ4([0,1]) p4 p3 γ4(0.4)

❝➠❫
slide-33
SLIDE 33 ✴❱✫✸✱➃✽✄✁ ③ Ó

−1 1 2 3 4 5 6 7 8 1.5 2 2.5 3 3.5 4 4.5 5 5.5 p0 p1 p2 p5 p6 p7 p8 p9 p10 p11 p12 p13 p14 p15 p16 p17 p3 p4 = γ4(1) γ4([0,1])

❝❋❝
slide-34
SLIDE 34 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳

Gslp[u](x) :=

  • Γ

log(x − y)u(y)dy

❝ ❡
slide-35
SLIDE 35 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳

Gslp[u](x) :=

  • Γ

log(x − y)u(y)dy

✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚

aslp(u, y) :=

  • Γ

v(x)

  • Γ

log(x − y)u(y)dydx.

❝➠♠
slide-36
SLIDE 36 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳

Gslp[u](x) :=

  • Γ

log(x − y)u(y)dy

✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚

aslp(u, y) :=

  • Γ

v(x)

  • Γ

log(x − y)u(y)dydx.

♥✛▲✸✧☛❥✿✧✔✳✇✫✸✧✔✹ log(x − y) ✯✲✭♣✫✸✪❬✽❤✴❱✭✇⑩❑❚➍●❢✽✰✪✺✽❀✯✲★❄✴❬✹✲✹❳⑩t✭◆❚❲✪✐✪❬✽❍▲t▲✸✧✔✳✇✧✿■↔✭✰✯✼✫✸★✔✧ ✯❼✽❨▲❃✴✺✭✵✴✥✭❍✯✲✫✮✶❙❂✸✹➙✴✺✳✇✯❼✽❶⑩P✯✲✫

x = y

❧ ✦ ▲❃✴❄✽❨✱✮✪❸❏✙✧✣✱✮✪✞✝ ❝❋①
slide-37
SLIDE 37 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳

Gslp[u](x) :=

  • Γ

log(x − y)u(y)dy

✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚

aslp(u, y) :=

  • Γ

v(x)

  • Γ

log(x − y)u(y)dydx.

♥✛▲✸✧☛❥✿✧✔✳✇✫✸✧✔✹ log(x − y) ✯✲✭♣✫✸✪❬✽❤✴❱✭✇⑩❑❚➍●❢✽✰✪✺✽❀✯✲★❄✴❬✹✲✹❳⑩t✭◆❚❲✪✐✪❬✽❍▲t▲✸✧✔✳✇✧✿■↔✭✰✯✼✫✸★✔✧ ✯❼✽❨▲❃✴✺✭✵✴✥✭❍✯✲✫✮✶❙❂✸✹➙✴✺✳✇✯❼✽❶⑩P✯✲✫

x = y

❧ ✦ ▲❃✴❄✽❨✱✮✪❸❏✙✧✣✱✮✪✞✝ ✦ ✧♣✱✮✯✼✭✰★✔✳✇✧❞✽✰✯✲➁✈✧ aslp(·, ·) ❂✮✭✰✯✼✫✮✶Ñ●✸✯✲✧✔★✔✧❞❏❨✯✲✭❍✧ cst ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭ (ϕi)n

i=1

✱✮✧ ➅ ✫✸✧✔✱ ✽✰▲✸✳✇✪❙❂✮✶❙▲

ϕi ◦ γj ≡ δij

❴ ✪❙✳ i, j ∈ I := 1, ..., n. ♥✢▲✸✧❯★✔✪✐✧➌ü➶❧➺✪ ❴ ✽❍▲✸✧❯★✔✪✿✳✇✳◆✧✌✭◆●❊✪✬✫✸✱✮✯✲✫✮✶⑨❚➔✴❄✽✰✳◆✯➓➒ ✴✺✳◆✧ ✶✷✯❳♦✾✧✌✫❿❉❵⑩

Gij = aslp(ϕi, ϕj) =

  • Γ

ϕi(x)

  • Γ

log(x − y)ϕj(y)dydx = pi − pi−1pj − pj−1

1

  • 1
  • log(γi(x) − γj(y))dydx.
❝ ➀
slide-38
SLIDE 38 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳

Gslp[u](x) :=

  • Γ

log(x − y)u(y)dy

✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚

aslp(u, y) :=

  • Γ

v(x)

  • Γ

log(x − y)u(y)dydx.

♥✛▲✸✧☛❥✿✧✔✳✇✫✸✧✔✹ log(x − y) ✯✲✭♣✫✸✪❬✽❤✴❱✭✇⑩❑❚➍●❢✽✰✪✺✽❀✯✲★❄✴❬✹✲✹❳⑩t✭◆❚❲✪✐✪❬✽❍▲t▲✸✧✔✳✇✧✿■↔✭✰✯✼✫✸★✔✧ ✯❼✽❨▲❃✴✺✭✵✴✥✭❍✯✲✫✮✶❙❂✸✹➙✴✺✳✇✯❼✽❶⑩P✯✲✫

x = y

❧ ✦ ▲❃✴❄✽❨✱✮✪❸❏✙✧✣✱✮✪✞✝ ✦ ✧♣✱✮✯✼✭✰★✔✳✇✧❞✽✰✯✲➁✈✧ aslp(·, ·) ❂✮✭✰✯✼✫✮✶Ñ●✸✯✲✧✔★✔✧❞❏❨✯✲✭❍✧ cst ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭ (ϕi)n

i=1

✱✮✧ ➅ ✫✸✧✔✱ ✽✰▲✸✳✇✪❙❂✮✶❙▲

ϕi ◦ γj ≡ δij

❴ ✪❙✳ i, j ∈ I := 1, ..., n. ♥✢▲✸✧❯★✔✪✐✧➌ü➶❧➺✪ ❴ ✽❍▲✸✧❯★✔✪✿✳✇✳◆✧✌✭◆●❊✪✬✫✸✱✮✯✲✫✮✶⑨❚➔✴❄✽✰✳◆✯➓➒ ✴✺✳◆✧ ✶✷✯❳♦✾✧✌✫❿❉❵⑩

Gij = aslp(ϕi, ϕj) =

  • Γ

ϕi(x)

  • Γ

log(x − y)ϕj(y)dydx = pi − pi−1pj − pj−1

1

  • 1
  • log(γi(x) − γj(y))dydx.
➈❢✳✇✪❙❚

pi = pj

✯❳✽ ❴ ✪✿✹✲✹✲✪✈❏▼✭✙✽❍▲❃✴r✽→✽❍▲✸✯✲✭➹❚➔✴❄✽✰✳✇✯❳➒➔✯✲✭ ❴ ❂✸✹✲✹⑧❧ ➷ ✭→✹❅✪✬✫✮✶❈✴❱✭ γi([0, 1]) ✱✮✪❦✧✌✭◆✫✻❪➆✽❸✯✲✫❵✽✰✧✔✳✇✭❍✧✔★❞✽ γj([0, 1])∀i, j ∈ ③ ■❅❧✲❧❅❧✲■ ✫✻■✚❏✙✧➔✱✮✪❙✫✻❪➏✽Ñ▲❃✴➌♦❵✧✒✭✰✯✼✫✮✶✿❂✸✹q✴❬✳✇✯❳✽❀✯✲✧✌✭ ✴✺✫✸✱✖★❄✴❱✫❿✳◆✧✌●✸✹q✴✺★✔✧✩✽❍▲✸✧✩❥✿✧✔✳✇✫✸✧✔✹➡❉✾⑩❹✱✮✧✌✶✿✧✌✫✸✧✔✳❀✴r✽✰✧✥✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫✮✭✈❧ ❝❋➇
slide-39
SLIDE 39 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ❝❋➉
slide-40
SLIDE 40 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ♥✛▲✸✧❞⑩ ★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱ ✽❀✪t✴✺✱❩❚❲✯✼✭❍✭✰✯✼❉✸✹✲✧❲●❃✴❬✯✲✳✇✭ ② ✽r■ ✭ ④ ✪ ❴ ★✔✹✲❂✮✭s✽❀✧✔✳s✭Ñ✴❱✫✸✱ ✳✇✧✔❁✐❂✸✯✲✳✇✧ ✽✰▲✸✧✩✧❞♦✷✴❬✹✼❂❃✴❄✽✰✯✲✪❙✫❾✪ ❴ ✴✥✱✮✧✌✶✿✧✌✫✸✧✔✳❀✴r✽❀✧☛✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✯❅✪✬✫❾✪ ❴ ✽❍▲✸✧✩❥✷✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫✻❧ ➚❭✧❞✽❄❪ ✭♣✴❱✭❍✭◆❂✮❚❲✧♣✽❍▲❃✴❄✽❛✱✮✯➙✴❱❚ ② Qt ④ ≤ ✱✮✯q✴✺❚ ② Qs ④ ■❩✯❼✽ ❴ ✪✿✹✲✹❅✪✔❏❨✭

˜ (g)(x, y) =

  • ν∈K

log(xt

ν − y)(L)t ν(x)

❡ ➐
slide-41
SLIDE 41 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ♥✛▲✸✧❞⑩ ★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱ ✽❀✪t✴✺✱❩❚❲✯✼✭❍✭✰✯✼❉✸✹✲✧❲●❃✴❬✯✲✳✇✭ ② ✽r■ ✭ ④ ✪ ❴ ★✔✹✲❂✮✭s✽❀✧✔✳s✭Ñ✴❱✫✸✱ ✳✇✧✔❁✐❂✸✯✲✳✇✧ ✽✰▲✸✧✩✧❞♦✷✴❬✹✼❂❃✴❄✽✰✯✲✪❙✫❾✪ ❴ ✴✥✱✮✧✌✶✿✧✌✫✸✧✔✳❀✴r✽❀✧☛✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✯❅✪✬✫❾✪ ❴ ✽❍▲✸✧✩❥✷✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫✻❧ ➚❭✧❞✽❄❪ ✭♣✴❱✭❍✭◆❂✮❚❲✧♣✽❍▲❃✴❄✽❛✱✮✯➙✴❱❚ ② Qt ④ ≤ ✱✮✯q✴✺❚ ② Qs ④ ■❩✯❼✽ ❴ ✪✿✹✲✹❅✪✔❏❨✭

˜ (g)(x, y) =

  • ν∈K

log(xt

ν − y)(L)t ν(x)

✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧

At,s

=

  • Γ

ϕi(x)(L)t

ν(x)dx = pi − pi−1 1

  • (L)t

ν(γi(x))dx,

❡ ❖
slide-42
SLIDE 42 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ♥✛▲✸✧❞⑩ ★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱ ✽❀✪t✴✺✱❩❚❲✯✼✭❍✭✰✯✼❉✸✹✲✧❲●❃✴❬✯✲✳✇✭ ② ✽r■ ✭ ④ ✪ ❴ ★✔✹✲❂✮✭s✽❀✧✔✳s✭Ñ✴❱✫✸✱ ✳✇✧✔❁✐❂✸✯✲✳✇✧ ✽✰▲✸✧✩✧❞♦✷✴❬✹✼❂❃✴❄✽✰✯✲✪❙✫❾✪ ❴ ✴✥✱✮✧✌✶✿✧✌✫✸✧✔✳❀✴r✽❀✧☛✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✯❅✪✬✫❾✪ ❴ ✽❍▲✸✧✩❥✷✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫✻❧ ➚❭✧❞✽❄❪ ✭♣✴❱✭❍✭◆❂✮❚❲✧♣✽❍▲❃✴❄✽❛✱✮✯➙✴❱❚ ② Qt ④ ≤ ✱✮✯q✴✺❚ ② Qs ④ ■❩✯❼✽ ❴ ✪✿✹✲✹❅✪✔❏❨✭

˜ (g)(x, y) =

  • ν∈K

log(xt

ν − y)(L)t ν(x)

✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧

At,s

iν =

  • Γ

ϕi(x)(L)t

ν(x)dx = pi − pi−1 1

  • (L)t

ν(γi(x))dx,

Bt,s

jν =

  • Γ

ϕj(x) log(xt

ν − y)dy = pj − pj−1 1

  • log(xt

ν − γj(y))dy.

❡ ❫
slide-43
SLIDE 43 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ♥✛▲✸✧❞⑩ ★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱ ✽❀✪t✴✺✱❩❚❲✯✼✭❍✭✰✯✼❉✸✹✲✧❲●❃✴❬✯✲✳✇✭ ② ✽r■ ✭ ④ ✪ ❴ ★✔✹✲❂✮✭s✽❀✧✔✳s✭Ñ✴❱✫✸✱ ✳✇✧✔❁✐❂✸✯✲✳✇✧ ✽✰▲✸✧✩✧❞♦✷✴❬✹✼❂❃✴❄✽✰✯✲✪❙✫❾✪ ❴ ✴✥✱✮✧✌✶✿✧✌✫✸✧✔✳❀✴r✽❀✧☛✴❱●✮●✸✳◆✪✌➒❩✯✲❚➔✴❄✽✰✯❅✪✬✫❾✪ ❴ ✽❍▲✸✧✩❥✷✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽✰✯✲✪❙✫✻❧ ➚❭✧❞✽❄❪ ✭♣✴❱✭❍✭◆❂✮❚❲✧♣✽❍▲❃✴❄✽❛✱✮✯➙✴❱❚ ② Qt ④ ≤ ✱✮✯q✴✺❚ ② Qs ④ ■❩✯❼✽ ❴ ✪✿✹✲✹❅✪✔❏❨✭

˜ (g)(x, y) =

  • ν∈K

log(xt

ν − y)(L)t ν(x)

✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧

At,s

iν =

  • Γ

ϕi(x)(L)t

ν(x)dx = pi − pi−1 1

  • (L)t

ν(γi(x))dx,

Bt,s

jν =

  • Γ

ϕj(x) log(xt

ν − y)dy = pj − pj−1 1

  • log(xt

ν − γj(y))dy.

γi

✯✲✭✣✴❱➋❈✫✸✧✿■❃✭✰✪ At,s

✴❬✳✇✧✥●❊✪❙✹❼⑩❑✫✸✪✬❚❲✯q✴❬✹✼✭✩✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧☛❚❿❧➨✦ ✧☛★❄✴❱✫P✽❍▲✐❂✮✭➑❂✮✭✰✧ ✴✺✫❿✧➎➒➨✴✺★❞✽✵❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❤✳✇❂✸✹✲✧ ❴ ✪❙✳▼✯❳✽❍✭❛✧❞♦❵✴✺✹✲❂❃✴r✽❀✯✲✪✬✫✻❧ ❡ ❝
slide-44
SLIDE 44 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó ❡❋❡
slide-45
SLIDE 45 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó
✫ ✴❬✳✇✳❀✴❞⑩ ✠☛✡✌☞✎✍✏✡✒✑ ✪ ❴ ✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫ ✓ ★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✼✫✮✶❆✽✰▲✸✧❯★✔✪✐✪✿✳✇✱✮✯✲✫❃✴r✽✰✧✌✭❈✪ ❴ ✽✰▲✸✧✩●✉✪✿✯✼✫❵✽✰✭ (pi)n−1

i=0

❧ ❡ ♠
slide-46
SLIDE 46 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó
✫ ✴❬✳✇✳❀✴❞⑩ ✠☛✡✌☞✎✍✏✡✒✑ ✪ ❴ ✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫ ✓ ★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✼✫✮✶❆✽✰▲✸✧❯★✔✪✐✪✿✳✇✱✮✯✲✫❃✴r✽✰✧✌✭❈✪ ❴ ✽✰▲✸✧✩●✉✪✿✯✼✫❵✽✰✭ (pi)n−1

i=0

✳◆✳✰✴➌⑩❑✭✔✑✖✕❿✴❱✫✸✱✘✗✖✕❹✪ ❴ ✱✮✯✲❚❿❧✙✕❹★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✲✫✮✶➔✽✰▲✸✧✄●❢✽✰✭✩✴❱✫✸✱P❏✛✧✔✯✼✶❙▲✾✽❍✭✩✪ ❴ ✴ ✭❍❂✸✯❳✽❞✴❱❉✸✹✲✧✄❁✾❂❃✴✺✱✮✳❀✴r✽❍❂✸✳◆✧✄✳✇❂✸✹✲✧✿❧ ❡ ①
slide-47
SLIDE 47 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó
✫ ✴❬✳✇✳❀✴❞⑩ ✠☛✡✌☞✎✍✏✡✒✑ ✪ ❴ ✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫ ✓ ★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✼✫✮✶❆✽✰▲✸✧❯★✔✪✐✪✿✳✇✱✮✯✲✫❃✴r✽✰✧✌✭❈✪ ❴ ✽✰▲✸✧✩●✉✪✿✯✼✫❵✽✰✭ (pi)n−1

i=0

✳◆✳✰✴➌⑩❑✭✔✑✖✕❿✴❱✫✸✱✘✗✖✕❹✪ ❴ ✱✮✯✲❚❿❧✙✕❹★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✲✫✮✶➔✽✰▲✸✧✄●❢✽✰✭✩✴❱✫✸✱P❏✛✧✔✯✼✶❙▲✾✽❍✭✩✪ ❴ ✴ ✭❍❂✸✯❳✽❞✴❱❉✸✹✲✧✄❁✾❂❃✴✺✱✮✳❀✴r✽❍❂✸✳◆✧✄✳✇❂✸✹✲✧✿❧
✫ ✴✺✳✇✳❀✴❞⑩ ✚❆✪ ❴ ✱✮✯✲❚❿❧✜✛ ★✔✪✬✫❵✽❞✴✺✯✲✫✸✯✼✫✮✶t✽✰▲✸✧❲✽✰✳❀✴❱✫✮✭ ❴ ✪❙✳✇❚➍✧✔✱ ✯✼✫✾✽✰✧✔✳s●❊✪✿✹q✴r✽❀✯✲✪❙✫
  • ❢✽✰✭✈❧
❡s➀
slide-48
SLIDE 48 ➢❲➤✐➥✷➦➨➧➩➧❍à✣✢➃➦ Ö Ø✈Ø✥✤✣✦ Ö ➦➨➴✆➳❱➦✮➵ Ö ➳❄➤❩â✺➫ ♥✛▲✸✧✣✯✲✱✮✧❄✴❸✯✼✭✢✽✰✪➔✴❱●✮●✸✳◆✪✌➒✮✯✼❚❯✴r✽✰✧➟✴❱✫❿✯✲✫❵✽✰✧✌✶✷✳✰✴✺✹✚✴✺✭

f(ξ)dξ ≈

  • K∈M

|K|

PK

  • l=1

wK

l f(πK l ).

♥✢▲✸✧ wK

l

✴✺✳✇✧✣★❄✴❬✹✲✹❅✧✔✱❿✹✲✪✐★❄✴❬✹❊❏✛✧✔✯✼✶✿▲❵✽❍✭➑✴✺✫✸✱❹✽❍▲✸✧✩●❊✪✿✯✼✫❵✽✰✭ πK

l

✹❅✪✐★❄✴✺✹❜✫✸✪✐✱✮✧✌✭r❧❩♥✛▲✸✧ ✧ ✴❱❂✮✭❍✭➠❺➄❁✾❂❃✴❬✱✮✳✰✴❄✽❍❂✸✳✇✧t✯✲✭➔✧➎➒➨✴✺★❞✽ ❴ ✪✿✳❲●✉✪✿✹❳⑩❑✫✸✪❙❚➍✯➙✴✺✹✲✭❯✪ ❴ ✱✮✧✌✶✿✳◆✧✔✧❿❂✮● ✽❀✪ ⑤✩★ ❺ ③ ❂✮✭✰✯✼✫✮✶❲✪✬✫✸✹❼⑩ ★ ✫✸✪❦✱✮✧✌✭✈❧ ♥✢▲✸✧✣❁✾❂❃✴✺✱✮✳❀✴r✽✰❂✸✳✇✧✄✯✲✭✍✫❦❂✮❚➍✧✔✳◆✯✲★❄✴✺✹❅✹❳⑩➂✭s✽❞✴❱❉✸✹✲✧✄✯ ❴ ✴❬✹✲✹❭✽❍▲✸✧♣❏✛✧✔✯✼✶✿▲❵✽❍✭➑✴❬✳✇✧✣●❊✪✬✭✰✯❳✽❀✯❳♦✾✧✿❧ ❡ ➇
slide-49
SLIDE 49 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

❡ ➉
slide-50
SLIDE 50 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

♥✢▲✸✯✼✭❿✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫ ▲❃✴✺✭✒✽✰✪ ❉✉✧❆✧➎➒➨✴❬★❞✽ ❴ ✪✿✳✒●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭ ∈ P3 ■➣✭✰✪ ❏✙✧ ★Ï▲✸✪✐✪✬✭✰✧▼✭◆❂✸★✔★✔✧✌✭❍✭❍✯❼♦❵✧✔✹❼⑩ f(x) = x0, x1, x2, x3 ❧❬✦ ✧✍✫✸✪✔❏ ▲❃✴➌♦❵✧ ➛ ✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭ß✽✰✪ ✭✰✪❙✹❼♦❵✧✿Ó ♠➄➐
slide-51
SLIDE 51 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

♥✢▲✸✯✼✭❿✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫ ▲❃✴✺✭✒✽✰✪ ❉✉✧❆✧➎➒➨✴❬★❞✽ ❴ ✪✿✳✒●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭ ∈ P3 ■➣✭✰✪ ❏✙✧ ★Ï▲✸✪✐✪✬✭✰✧▼✭◆❂✸★✔★✔✧✌✭❍✭❍✯❼♦❵✧✔✹❼⑩ f(x) = x0, x1, x2, x3 ❧❬✦ ✧✍✫✸✪✔❏ ▲❃✴➌♦❵✧ ➛ ✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭ß✽✰✪ ✭✰✪❙✹❼♦❵✧✿Ó

1

  • −1

1dx = 2 = w1 + w2

♠◆❖
slide-52
SLIDE 52 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

♥✢▲✸✯✼✭❿✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫ ▲❃✴✺✭✒✽✰✪ ❉✉✧❆✧➎➒➨✴❬★❞✽ ❴ ✪✿✳✒●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭ ∈ P3 ■➣✭✰✪ ❏✙✧ ★Ï▲✸✪✐✪✬✭✰✧▼✭◆❂✸★✔★✔✧✌✭❍✭❍✯❼♦❵✧✔✹❼⑩ f(x) = x0, x1, x2, x3 ❧❬✦ ✧✍✫✸✪✔❏ ▲❃✴➌♦❵✧ ➛ ✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭ß✽✰✪ ✭✰✪❙✹❼♦❵✧✿Ó

1

  • −1

1dx = 2 = w1 + w2

1

  • −1

xdx = 0 = w1x1 + w2x2

♠❋❫
slide-53
SLIDE 53 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

♥✢▲✸✯✼✭❿✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫ ▲❃✴✺✭✒✽✰✪ ❉✉✧❆✧➎➒➨✴❬★❞✽ ❴ ✪✿✳✒●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭ ∈ P3 ■➣✭✰✪ ❏✙✧ ★Ï▲✸✪✐✪✬✭✰✧▼✭◆❂✸★✔★✔✧✌✭❍✭❍✯❼♦❵✧✔✹❼⑩ f(x) = x0, x1, x2, x3 ❧❬✦ ✧✍✫✸✪✔❏ ▲❃✴➌♦❵✧ ➛ ✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭ß✽✰✪ ✭✰✪❙✹❼♦❵✧✿Ó

1

  • −1

1dx = 2 = w1 + w2

1

  • −1

xdx = 0 = w1x1 + w2x2

1

  • −1

x2dx = 2 3 = w1x2

1 + w2x2 2

♠➄❝
slide-54
SLIDE 54 ❨➼❻➦↔➾ ➸➺➧➩➤❭à✣✢❹➦ Ö ØrØ✥✤✣✦ Ö ➦➨➴❻➳✺➦✮➵ Ö ➳❱➤✫✪ Ô ✤❀➴✆➽➜➾ ➤✐➲✚Ø✔➽➩➻❃➲➺➦✸➧ãâ✺➫ ✦ ✧➍★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✣✽❍▲✸✧❲✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹ 1

−1 f(x)dx

✴❱✫✸✱ ❏✍✴✺✫❵✽☛✽✰✪❆✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✧➔✯❳✽ ❏❛✯❳✽✰▲t✴ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❣✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧ ★ ✁ ⑤ Ó

1

  • −1

f(ξ)dξ = w1f(x1) + w2f(x2)

♥✢▲✸✯✼✭❿✴❱●✮●✸✳✇✪✔➒❩✯✲❚➔✴❄✽✰✯✲✪❙✫ ▲❃✴✺✭✒✽✰✪ ❉✉✧❆✧➎➒➨✴❬★❞✽ ❴ ✪✿✳✒●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭ ∈ P3 ■➣✭✰✪ ❏✙✧ ★Ï▲✸✪✐✪✬✭✰✧▼✭◆❂✸★✔★✔✧✌✭❍✭❍✯❼♦❵✧✔✹❼⑩ f(x) = x0, x1, x2, x3 ❧❬✦ ✧✍✫✸✪✔❏ ▲❃✴➌♦❵✧ ➛ ✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫✮✭ß✽✰✪ ✭✰✪❙✹❼♦❵✧✿Ó

1

  • −1

1dx = 2 = w1 + w2

1

  • −1

xdx = 0 = w1x1 + w2x2

1

  • −1

x2dx = 2 3 = w1x2

1 + w2x2 2 1

  • −1

x3dx = 0 = w1x3

1 + w2x3 2.

♠ ❡
slide-55
SLIDE 55 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

♠❋♠
slide-56
SLIDE 56 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

➷ ✫✸✱➃✽❍▲✐❂✮✭ x1 = −x2 ■❩✭❍✯✲✫✸★✔✧♣❏✙✧♣❏▼✴❱✫❵✽ x1 = x2 ❧ ♠➄①
slide-57
SLIDE 57 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

➷ ✫✸✱➃✽❍▲✐❂✮✭ x1 = −x2 ■❩✭❍✯✲✫✸★✔✧♣❏✙✧♣❏▼✴❱✫❵✽ x1 = x2 ❧ ➈❑❂✸✳❋✽✰▲✸✧✔✳ 0 = w1 − w2 ⇒ w1 = w2 ♠ ➀
slide-58
SLIDE 58 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

➷ ✫✸✱➃✽❍▲✐❂✮✭ x1 = −x2 ■❩✭❍✯✲✫✸★✔✧♣❏✙✧♣❏▼✴❱✫❵✽ x1 = x2 ❧ ➈❑❂✸✳❋✽✰▲✸✧✔✳ 0 = w1 − w2 ⇒ w1 = w2

2 = w1 + w2 ⇒ 2w1 = 2 ⇒ w1 = w2 = 1

♠➄➇
slide-59
SLIDE 59 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

➷ ✫✸✱➃✽❍▲✐❂✮✭ x1 = −x2 ■❩✭❍✯✲✫✸★✔✧♣❏✙✧♣❏▼✴❱✫❵✽ x1 = x2 ❧ ➈❑❂✸✳❋✽✰▲✸✧✔✳ 0 = w1 − w2 ⇒ w1 = w2

2 = w1 + w2 ⇒ 2w1 = 2 ⇒ w1 = w2 = 1

2 3 = (w1 + w2)x2 1 = 2x2 1 ⇒ x2 1 = 1 3

♠➄➉
slide-60
SLIDE 60 ✦ ✧✣✳◆✧✌●✸✹q✴✺★✔✧ w2 = −w1

x1 x2

❴ ✳✇✪✬❚ ✽✰▲✸✧❤✭✰✧✔★✔✪✬✫✸✱❿✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫❾✯✲✫✖✽✰▲✸✧❤✹q✴✺✭s✽✩✴❱✫✸✱ ✶✷✧❞✽

w1x3

1 − w1

x1 x2 x3

2 = 0 ⇒ x2 1 = x2 2

➷ ✫✸✱➃✽❍▲✐❂✮✭ x1 = −x2 ■❩✭❍✯✲✫✸★✔✧♣❏✙✧♣❏▼✴❱✫❵✽ x1 = x2 ❧ ➈❑❂✸✳❋✽✰▲✸✧✔✳ 0 = w1 − w2 ⇒ w1 = w2

2 = w1 + w2 ⇒ 2w1 = 2 ⇒ w1 = w2 = 1

2 3 = (w1 + w2)x2 1 = 2x2 1 ⇒ x2 1 = 1 3

➷ ✫✸✱➂✭❍✪➟❏✙✧❤▲❃✴❞♦✾✧

w1 = w2 = 1 x1 = − 1 √ 3 x2 = 1 √ 3

①❋➐
slide-61
SLIDE 61 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴r✽✰✯❅✪✬✫❆✪ ❴ Bt,s ✳◆✧✔❁✾❂✸✯✲✳◆✧✌✭❨❂✮✭✛✽❀✪❈✯✲✫❵✽✰✧✌✶✷✳✰✴r✽❀✧✩✽✰▲✸✧✩❥✿✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫ ❴ ✪❙✳❨●❊✪❙✯✲✫❵✽❍✭ xt

ν

✪❙✫❾✯✲✫❵✽✰✧✔✳➠♦✷✴❬✹✼✭✵✶✷✯❳♦✾✧✌✫❾❉❵⑩

pi−1

✴✺✫✸✱

pi

❧✉❇▼✧✔✳✇✧✿■↔✯❳✽❘★❄✴✺✫P❉❊✧✄✱✮✪❙✫✸✧ ✴✺✫❃✴✺✹❼⑩✐✽✰✯❅★❄✴✺✹✲✹❼⑩✾❧❜⑦⑥✫❿❚❲✪❙✳◆✧❤✶✷✧✌✫✸✧✔✳✰✴✺✹✚★❄✴❱✭✰✧✌✭✈■✮❏✛✧✄★❄✴✺✫❾❂✮✭✰✧✩✽✰▲✸✧❤✭➎✴❱❚❲✧✄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧ ✳✇❂✸✹✲✧✒✴❱✭ ❴ ✪✿✳✩●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭✈■✻❉✮❂❢✽➑✽✰▲✸✧Ñ✳◆✧✌✭◆❂✸✹❼✽✣❏❨✯✲✹❅✹↕✫✸✪➂✹✲✪❙✫✮✶✿✧✔✳✩✫✸✧✔★✔✧✌✭❍✭Ï✴❬✳✇✯✲✹❼⑩ ❉❊✧ ✧➎➒↔✴✺★❞✽r❧ ①❍❖
slide-62
SLIDE 62 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴r✽✰✯❅✪✬✫❆✪ ❴ Bt,s ✳◆✧✔❁✾❂✸✯✲✳◆✧✌✭❨❂✮✭✛✽❀✪❈✯✲✫❵✽✰✧✌✶✷✳✰✴r✽❀✧✩✽✰▲✸✧✩❥✿✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫ ❴ ✪❙✳❨●❊✪❙✯✲✫❵✽❍✭ xt

ν

✪❙✫❾✯✲✫❵✽✰✧✔✳➠♦✷✴❬✹✼✭✵✶✷✯❳♦✾✧✌✫❾❉❵⑩

pi−1

✴✺✫✸✱

pi

❧✉❇▼✧✔✳✇✧✿■↔✯❳✽❘★❄✴✺✫P❉❊✧✄✱✮✪❙✫✸✧ ✴✺✫❃✴✺✹❼⑩✐✽✰✯❅★❄✴✺✹✲✹❼⑩✾❧❜⑦⑥✫❿❚❲✪❙✳◆✧❤✶✷✧✌✫✸✧✔✳✰✴✺✹✚★❄✴❱✭✰✧✌✭✈■✮❏✛✧✄★❄✴✺✫❾❂✮✭✰✧✩✽✰▲✸✧❤✭➎✴❱❚❲✧✄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧ ✳✇❂✸✹✲✧✒✴❱✭ ❴ ✪✿✳✩●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭✈■✻❉✮❂❢✽➑✽✰▲✸✧Ñ✳◆✧✌✭◆❂✸✹❼✽✣❏❨✯✲✹❅✹↕✫✸✪➂✹✲✪❙✫✮✶✿✧✔✳✩✫✸✧✔★✔✧✌✭❍✭Ï✴❬✳✇✯✲✹❼⑩ ❉❊✧ ✧➎➒↔✴✺★❞✽r❧ ❨➼❻➦↔➾ ➸➺➧➩➤❭à➠➦✖✬ ➲✆➤

γ

➽➜➲

R2

â✺➫✙ä❻å✌æ γ : [0, 1] → R2 î✬ñ✙✭ c ∈ R2 ú❙ë➩ó❙å➎ñ ✮ ☎

γ(t) := sx + tdx sy + tdy

  • and

c := cx cy

  • .
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /

∈ γ([0, 1])

ç ①➠❫
slide-63
SLIDE 63 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴r✽✰✯❅✪✬✫❆✪ ❴ Bt,s ✳◆✧✔❁✾❂✸✯✲✳◆✧✌✭❨❂✮✭✛✽❀✪❈✯✲✫❵✽✰✧✌✶✷✳✰✴r✽❀✧✩✽✰▲✸✧✩❥✿✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫ ❴ ✪❙✳❨●❊✪❙✯✲✫❵✽❍✭ xt

ν

✪❙✫❾✯✲✫❵✽✰✧✔✳➠♦✷✴❬✹✼✭✵✶✷✯❳♦✾✧✌✫❾❉❵⑩

pi−1

✴✺✫✸✱

pi

❧✉❇▼✧✔✳✇✧✿■↔✯❳✽❘★❄✴✺✫P❉❊✧✄✱✮✪❙✫✸✧ ✴✺✫❃✴✺✹❼⑩✐✽✰✯❅★❄✴✺✹✲✹❼⑩✾❧❜⑦⑥✫❿❚❲✪❙✳◆✧❤✶✷✧✌✫✸✧✔✳✰✴✺✹✚★❄✴❱✭✰✧✌✭✈■✮❏✛✧✄★❄✴✺✫❾❂✮✭✰✧✩✽✰▲✸✧❤✭➎✴❱❚❲✧✄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧ ✳✇❂✸✹✲✧✒✴❱✭ ❴ ✪✿✳✩●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭✈■✻❉✮❂❢✽➑✽✰▲✸✧Ñ✳◆✧✌✭◆❂✸✹❼✽✣❏❨✯✲✹❅✹↕✫✸✪➂✹✲✪❙✫✮✶✿✧✔✳✩✫✸✧✔★✔✧✌✭❍✭Ï✴❬✳✇✯✲✹❼⑩ ❉❊✧ ✧➎➒↔✴✺★❞✽r❧ ❨➼❻➦↔➾ ➸➺➧➩➤❭à➠➦✖✬ ➲✆➤

γ

➽➜➲

R2

â✺➫✙ä❻å✌æ γ : [0, 1] → R2 î✬ñ✙✭ c ∈ R2 ú❙ë➩ó❙å➎ñ ✮ ☎

γ(t) := sx + tdx sy + tdy

  • and

c := cx cy

  • .
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /

∈ γ([0, 1])

ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴

b =

1

  • log(γ(t) − c2)γ′(t)2dt.
①❋❝
slide-64
SLIDE 64 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴r✽✰✯❅✪✬✫❆✪ ❴ Bt,s ✳◆✧✔❁✾❂✸✯✲✳◆✧✌✭❨❂✮✭✛✽❀✪❈✯✲✫❵✽✰✧✌✶✷✳✰✴r✽❀✧✩✽✰▲✸✧✩❥✿✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫ ❴ ✪❙✳❨●❊✪❙✯✲✫❵✽❍✭ xt

ν

✪❙✫❾✯✲✫❵✽✰✧✔✳➠♦✷✴❬✹✼✭✵✶✷✯❳♦✾✧✌✫❾❉❵⑩

pi−1

✴✺✫✸✱

pi

❧✉❇▼✧✔✳✇✧✿■↔✯❳✽❘★❄✴✺✫P❉❊✧✄✱✮✪❙✫✸✧ ✴✺✫❃✴✺✹❼⑩✐✽✰✯❅★❄✴✺✹✲✹❼⑩✾❧❜⑦⑥✫❿❚❲✪❙✳◆✧❤✶✷✧✌✫✸✧✔✳✰✴✺✹✚★❄✴❱✭✰✧✌✭✈■✮❏✛✧✄★❄✴✺✫❾❂✮✭✰✧✩✽✰▲✸✧❤✭➎✴❱❚❲✧✄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧ ✳✇❂✸✹✲✧✒✴❱✭ ❴ ✪✿✳✩●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭✈■✻❉✮❂❢✽➑✽✰▲✸✧Ñ✳◆✧✌✭◆❂✸✹❼✽✣❏❨✯✲✹❅✹↕✫✸✪➂✹✲✪❙✫✮✶✿✧✔✳✩✫✸✧✔★✔✧✌✭❍✭Ï✴❬✳✇✯✲✹❼⑩ ❉❊✧ ✧➎➒↔✴✺★❞✽r❧ ❨➼❻➦↔➾ ➸➺➧➩➤❭à➠➦✖✬ ➲✆➤

γ

➽➜➲

R2

â✺➫✙ä❻å✌æ γ : [0, 1] → R2 î✬ñ✙✭ c ∈ R2 ú❙ë➩ó❙å➎ñ ✮ ☎

γ(t) := sx + tdx sy + tdy

  • and

c := cx cy

  • .
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /

∈ γ([0, 1])

ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴

b =

1

  • log(γ(t) − c2)γ′(t)2dt.
✦ ✯❼✽❍▲ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴✺✱✮✳❀✴r✽✰❂✸✳✇✧✩❏✛✧✣✪✬❉❢✽❞✴✺✯✲✫P❉✫✁ ③ ❧✳✲✩✴ ➝❙➝ ❴ ✪❙✳

γ(t) := 1 + t 1 + 2t

  • and

c :=

  • ,
① ❡
slide-65
SLIDE 65 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴r✽✰✯❅✪✬✫❆✪ ❴ Bt,s ✳◆✧✔❁✾❂✸✯✲✳◆✧✌✭❨❂✮✭✛✽❀✪❈✯✲✫❵✽✰✧✌✶✷✳✰✴r✽❀✧✩✽✰▲✸✧✩❥✿✧✔✳s✫✸✧✔✹ ❴ ❂✮✫✸★❞✽❀✯✲✪✬✫ ❴ ✪❙✳❨●❊✪❙✯✲✫❵✽❍✭ xt

ν

✪❙✫❾✯✲✫❵✽✰✧✔✳➠♦✷✴❬✹✼✭✵✶✷✯❳♦✾✧✌✫❾❉❵⑩

pi−1

✴✺✫✸✱

pi

❧✉❇▼✧✔✳✇✧✿■↔✯❳✽❘★❄✴✺✫P❉❊✧✄✱✮✪❙✫✸✧ ✴✺✫❃✴✺✹❼⑩✐✽✰✯❅★❄✴✺✹✲✹❼⑩✾❧❜⑦⑥✫❿❚❲✪❙✳◆✧❤✶✷✧✌✫✸✧✔✳✰✴✺✹✚★❄✴❱✭✰✧✌✭✈■✮❏✛✧✄★❄✴✺✫❾❂✮✭✰✧✩✽✰▲✸✧❤✭➎✴❱❚❲✧✄❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧ ✳✇❂✸✹✲✧✒✴❱✭ ❴ ✪✿✳✩●❊✪❙✹❳⑩❢✫✸✪✬❚❲✯q✴✺✹✲✭✈■✻❉✮❂❢✽➑✽✰▲✸✧Ñ✳◆✧✌✭◆❂✸✹❼✽✣❏❨✯✲✹❅✹↕✫✸✪➂✹✲✪❙✫✮✶✿✧✔✳✩✫✸✧✔★✔✧✌✭❍✭Ï✴❬✳✇✯✲✹❼⑩ ❉❊✧ ✧➎➒↔✴✺★❞✽r❧ ❨➼❻➦↔➾ ➸➺➧➩➤❭à➠➦✖✬ ➲✆➤

γ

➽➜➲

R2

â✺➫✙ä❻å✌æ γ : [0, 1] → R2 î✬ñ✙✭ c ∈ R2 ú❙ë➩ó❙å➎ñ ✮ ☎

γ(t) := sx + tdx sy + tdy

  • and

c := cx cy

  • .
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /

∈ γ([0, 1])

ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴

b =

1

  • log(γ(t) − c2)γ′(t)2dt.
✦ ✯❼✽❍▲ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴✺✱✮✳❀✴r✽✰❂✸✳✇✧✩❏✛✧✣✪✬❉❢✽❞✴✺✯✲✫P❉✫✁ ③ ❧✳✲✩✴ ➝❙➝ ❴ ✪❙✳

γ(t) := 1 + t 1 + 2t

  • and

c :=

  • ,
✴❱✫✸✱✖✯ ❴ ❏✙✧✣★Ï▲❃✴❱✫✮✶✿✧ γ ✽❀✪

γ(t) := 1 + 2t 1 + 4t

✴❱✫✸✱➃✽✰▲✐❂✮✭❛✱✮✪✬❂✮❉✸✹✲✯✲✫✮✶➍✯❼✽❍✭✶✵ã✭◆●❊✧✔✧✔✱✷✵ ④ ❏✙✧✣✪❙❉❢✽➎✴❬✯✼✫❿❉✫✁ ➝ ❧ ➛✾⑤❙❽❢③ ❧ ①➠♠
slide-66
SLIDE 66 ♥✛▲✸✧✹✸✒✺✱✛✏✡✞☞✒✻✙✼✒✍✖☞✏✽✾✑⑨✭✇✽✰✳✇❂✸★❞✽❍❂✸✳✇✧➍★❄✴❱✫ ❉❊✧Ñ✯✼✫✸✯❼✽✰✯➙✴✺✹✲✯✲➁✈✧✔✱ ❉❵⑩ ✴➔✭✰✯✼❚➍●✸✹✲✧❈✳✇✧✔★✌❂✸✳➄❺ ✭✰✯✲✪❙✫✻Ó❛⑦ ❴ ✽✰▲✸✧ ✸✆✺✷✛☛✡✌☞✒✻✫✼✩✍✿☞✫✽✾✑ ★✔✪✬✫❵✽❞✴✺✯✲✫✮✭t✴❱✫ ☞❁❀✞✻✫✼✒✍✖☞✏✽❂✑❭■➹❏✙✧ ★✔✪✬❚➍●❃✴✺✳◆✧t✽❍▲✸✧ ✱✮✯➙✴❱❚❲✧❞✽✰✧✔✳✇✭✥✪ ❴ ✽✰▲✸✧➔★✔✹✼❂✮✭✇✽✰✧✔✳✇✭❸✯✼✫❵♦✾✪❙✹❳♦✾✧✔✱ ✴✺✫✸✱ ❂✮✭❍✧❲✽❍▲✸✧✒●✸✳◆✪✐★✔✧✔✱❩❂✸✳✇✧➔✱✮✧✌✭✰★✔✳✇✯✲❉❊✧✔✱ ✴✺❉❊✪✔♦✾✧➑✽✰✪❈✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧❤✽❍▲✸✧ ➅ ✧✔✹❅✱❩✭✔✼❯✴❱✫✸✱❄❃➂✪ ❴ ✽✰▲✸✧❅☞❁❀✞✻✫✼✒✍✖☞✏✽❂✑❭❧ ⑦ ❴ ✽✰▲✸✧❆✸✆✺✱✛✏✡✞☞✩✻✫✼✒✍✖☞✏✽❂✑❾★✔✪✬✫❵✽❞✴✺✯✲✫✮✭❤✴❆❇✌✺✫✚✷✚❂✻✫✼✩✍✿☞✫✽✾✑❭■➨❏✙✧➟✧❞♦❵✴✺✹✲❂❃✴r✽❀✧✥✭❍✯✲✫✮✶❙❂✸✹q✴❬✳ ✯✲✫❵✽✰✧✌✶✷✳✰✴❬✹✼✭➑✴❱✫✸✱ ➅ ✹✲✹➡✯❼✽❍✭ ➅ ✧✔✹✲✱❈✡➨❧ ◗❛✽❍▲✸✧✔✳❋❏❛✯✼✭✰✧✿■✮❏✙✧✄●✸✳✇✪✐★✔✧✔✧✔✱P✳✇✧✔★✌❂✸✳s✭✰✯❳♦✾✧✔✹❳⑩➂❏❨✯❼✽❍▲❿✽❍▲✸✧✣✭❍❂✮❉✮❉✸✹✲✪✐★Ï❥✐✭▼✽❍▲❃✴❄✽➑✴❬✳✇✧✄✶✿✯➓❺ ♦✾✧✌✫✖❉❵⑩➔✽✰▲✸✧❣✴✺✳✇✳❀✴❞⑩❉✸✮❧ ①❋①