SLIDE 1
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫
Gu + λ < u, · >= f
✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧ ❖
SLIDE 2
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫
Gu + λ < u, · >= f
✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧
G
✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❫
SLIDE 3
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫
Gu + λ < u, · >= f
✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧
G
✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■ ❝
SLIDE 4
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫
Gu + λ < u, · >= f
✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧
G
✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■
λ ∈ R
✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❡
SLIDE 5
✝✟✞ ✠ ✁☛✡✌☞✍✂✏✎✒✑✔✓ ✕✖✑✔✗✆✘✙✂✚☞✛☎✏✑✌✜✢✁✣☎✚✑✌✤✥✓ ✦ ✧✩★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✵✴☛✶✷✧✌✫✸✧✔✳✰✴✺✹✻✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✆✧✔❁✾❂❃✴❄✽✰✯❅✪✬✫
Gu + λ < u, · >= f
✯✲✫❆✴❈❇✍✯❅✹✼❉❊✧✔✳❋✽✵✭❍●❃✴✺★✔✧☛❇✣■❑❏▼▲✸✧✔✳◆✧
G
✯✲✭✵✴✺✫P✯✼✫✾✽✰✧✌✶✿✳❀✴✺✹✚◗❘●❊✧✔✳✰✴❄✽✰✪❙✳✍❚❯✴❱●✮●✸✯✼✫✮✶❯❇ ✯✼✫✾✽✰✪❲✯❳✽✰✭❨✱❩❂❃✴❬✹❭✭❍●❃✴✺★✔✧☛❇✣❪❅■ ❴ ∈ ❇✣❪❩✯✲✭✵✴✺✫P✧✔✹✲✧✌❚❲✧✌✫❵✽❛✪ ❴ ✽✰▲✸✧✣✱❩❂❃✴✺✹❜✭◆●❃✴❬★✔✧✿■
λ ∈ R
✯✲✭✍✭✰✪✬❚❲✧✩●❃✴✺✳❀✴❱❚❲✧❞✽✰✧✔✳✵✴❱✫✸✱ ❂
∈
❇ ✯✼✭✍✽❍▲✸✧✩✭✰✪❙✹✲❂❢✽✰✯✲✪❙✫✖❏✛✧❣✴✺✳◆✧❤✹✲✪✐✪❙❥❦✯✼✫✮✶ ❴ ✪✿✳✌❧ ♠
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 .
①
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✪✿✳✢❚❯✴❱✫✸✯ ❴ ✪❙✹❅✱
Ω
❧ ➀
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 ♥✛▲✸✧✩✧✔❁✾❂❃✴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 ♥✛▲✸✧✩✧✔❁✾❂❃✴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 =
xjϕj,
✭r❧➏✽❄❧❑✽✰▲✸✧✣★✔✪✐✧➌➋➍★✔✯❅✧✌✫❵✽❍✭❨✭➎✴r✽❀✯✼✭ ❴ ⑩➃✽✰▲✸✧✣✧✔❁✾❂❃✴r✽❀✯✲✪❙✫
xja(ϕj, ϕi) + λ
xjm(ϕj, ϕi) = f(ϕi)
❴ ✪❙✳✵✴✺✹✲✹ i ∈ I ❧ ❖⑧➐
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 ♥✛▲✸✯✼✭♣✯✼✭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 ♥✛▲✸✯✼✭♣✯✼✭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 ♥✛▲✸✯✼✭♣✯✼✭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 ♥✛▲✸✯✼✭♣✯✼✭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 ➢❲➤✐➥✷➦➨➧➩➧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 ➢❲➤✐➥✷➦➨➧➩➧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 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽
(xν)ν∈K
❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫
Rd
❖⑧➇
SLIDE 19 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽
(xν)ν∈K
❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫
Rd (Lν)ν∈K
❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲
Lν(xµ) = δν,µ
❴ ✪❙✳ ν, µ ∈ K ❧ ❖⑧➉
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) :=
g(xν, y)Lν(x).
➷ ✭✥❚➍✧✌✫❵✽❀✯✲✪❙✫✸✧✔✱ ❉✉✧ ❴ ✪❙✳✇✧✿■✻❏✛✧➔✱✮✪✬✫✻❪➆✽✥✫✸✧✔✧✔✱ ✴❱✫✾⑩ ✱✮✧✔✳✇✯❼♦❵✴r✽✰✯❼♦❵✧➃✪ ❴ g ❴ ✪❙✳✄✽✰▲❃✴r✽ ✴✺●✮●✸✳✇✪✔➒❩✯✼❚❯✴r✽❀✯✲✪❙✫✻❧ ❫➄➐
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) :=
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 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽
(xν)ν∈K
❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫
Rd (Lν)ν∈K
❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲
Lν(xµ) = δν,µ
❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧
˜ g(x, y) :=
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 ➘➎➴✆➤✐➦✆➫ ➚❭✧❞✽
(xν)ν∈K
❉❊✧❣✴ ❴ ✴❱❚❲✯✲✹❼⑩➂✪ ❴ ✯✼✫❵✽❀✧✔✳s●❊✪❙✹➙✴r✽✰✯❅✪✬✫❆●❊✪❙✯✼✫✾✽❍✭❛✯✼✫
Rd (Lν)ν∈K
❉❊✧♣✽❍▲✸✧☛➚✻✴✺✶✿✳✰✴✺✫✮✶✿✧ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭✍❏❨✯❼✽❍▲
Lν(xµ) = δν,µ
❴ ✪❙✳ ν, µ ∈ K ❧ ✦ ✧✩✱✮✧ ➅ ✫✸✧
˜ g(x, y) :=
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
✝✆✝✟✞P➬ ✤✥➮✖✓✖✕✖✁✄✂✆➱ ✃ ✡✌☞❨❐ ☞❨✓➟☎ ☞✛☎✏❒➂✤✒✕ ✑✔✓ ❮✩❰ ✦ ✧✵★✔✪❙✫✮✭❍✯❅✱✮✧✔✳✍✴❣★✔✹✲✪✬✭✰✧✔✱❯★✌❂✸✳➠♦❵✧➑✯✼✫ ⑤ ❺➄✱✮✯✼❚❲✧✌✫✮✭✰✯✲✪✬✫❃✴❬✹❊✭❍●❃✴✺★✔✧✿■❦✶✿✯❼♦❵✧✌✫P✴❱✭▼✴✺✫❿✴❬✳✇✳✰✴➌⑩ ♦✾✧✔✳❋✽❀✧➎➒ ✪ ❴ ✫
✧❿❂✮✭❍✧✖●✸✯❅✧✔★✔✧❞❏❨✯✲✭❍✧❆★✔✪✬✫✮✭✇✽➎✴✺✫❵✽➃❉❃✴❱✭✰✯✼✭ ❴ ❂✮✫✸★❞✽✰✯❅✪✬✫✮✭❹✴❱✫✸✱ ★Ï▲✸✪✐✪✬✭✰✧➹✽✰▲✸✧✛★❀▲❃✴✺✳❀✴✺★❞✽❀✧✔✳✇✯✼➁✈✯✲✫✮✶❤●❊✪❙✯✲✫❵✽❷✽✰✪➑❉❊✧➣✽❍▲✸✧✙❚❲✯✲✱✮✱✮✹❅✧✛✪ ❴ ✽❍▲✸✧✛★✔✪✿✳✇✳◆✧✌✭◆●❊✪✬✫✸✱✮✯✲✫✮✶ ✯✲✫❵✽✰✧✔✳➠♦❵✴✺✹Ð❧❩✦ ✧❘❏❨✯✲✹❅✹✻✫✸✪✔❏ ✭❍✪✿✹❳♦❵✧❣✯✼✫❵✽❀✧✌✶✿✳❀✴✺✹❻✧✔❁✾❂❃✴r✽❀✯✲✪❙✫✮✭❨✪❙✫➂✽❍▲✸✯✲✭▼★✌❂✸✳➠♦❵✧✿❧ ❫ ❡
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 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
u(γ(xi))γ(xi) − γ(xi−1).
❫➄①
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
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
ô✣➳❄➻❭➻↔õ❀➫➶✧✔✹❅✧✌❚➍✧✌✫❵✽❞✴✺✳✵✴❱✫❃✴❬✹❳⑩❑✭✰✯✼✭ ❫ ➀
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
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
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
u(x)dx :=
m
1
i(y)dy.
❫➄➇
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 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 ✦ ✧✩✪✬❉✮✭✰✧✔✳❋♦✾✧ 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 ✽✄✁✩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 ✴❱✫✸✱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 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳
Gslp[u](x) :=
log(x − y)u(y)dy
❝ ❡
SLIDE 35 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳
Gslp[u](x) :=
log(x − y)u(y)dy
✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚
aslp(u, y) :=
v(x)
log(x − y)u(y)dydx.
❝➠♠
SLIDE 36 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳
Gslp[u](x) :=
log(x − y)u(y)dy
✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚
aslp(u, y) :=
v(x)
log(x − y)u(y)dydx.
♥✛▲✸✧☛❥✿✧✔✳✇✫✸✧✔✹ log(x − y) ✯✲✭♣✫✸✪❬✽❤✴❱✭✇⑩❑❚➍●❢✽✰✪✺✽❀✯✲★❄✴❬✹✲✹❳⑩t✭◆❚❲✪✐✪❬✽❍▲t▲✸✧✔✳✇✧✿■↔✭✰✯✼✫✸★✔✧ ✯❼✽❨▲❃✴✺✭✵✴✥✭❍✯✲✫✮✶❙❂✸✹➙✴✺✳✇✯❼✽❶⑩P✯✲✫
x = y
❧ ✦ ▲❃✴❄✽❨✱✮✪❸❏✙✧✣✱✮✪✞✝ ❝❋①
SLIDE 37 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳
Gslp[u](x) :=
log(x − y)u(y)dy
✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚
aslp(u, y) :=
v(x)
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) =
ϕi(x)
log(x − y)ϕj(y)dydx = pi − pi−1pj − pj−1
1
- 1
- log(γi(x) − γj(y))dydx.
❝ ➀
SLIDE 38 ◗❘✫❹✽❍▲✸✧✣★✌❂✸✳❋♦✾✧ Γ ❏✛✧✩✫✸✪✈❏ ✱✮✧ ➅ ✫✸✧❘✽❍▲✸✧➟ì❞ë➩ñ✐ú✿ûíå❤û✲î✆☎✾å➎ê ï ð❙æ➄å❞ñ↔æáëÐî❙û❩✪❙●❊✧✔✳✰✴r✽❀✪❙✳
Gslp[u](x) :=
log(x − y)u(y)dy
✴✺✫✸✱➃✽❍▲✸✧✣★✔✪✿✳✇✳✇✧✌✭❍●❊✪✬✫✸✱✮✯✲✫✮✶➍❉✸✯❅✹✲✯✲✫✸✧❄✴✺✳ ❴ ✪❙✳✇❚
aslp(u, y) :=
v(x)
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) =
ϕi(x)
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 ✟ ➘❞➾ ➸➺➧➩➤✐➾ ➤✐➲❭➵r➦✮➵✈➽➩➻❃➲ ✦ ✧✿❪➪✹❅✹❊✫✸✪✈❏ ❴ ✪✐★✌❂✮✭▼✪✬✫✖★✔✪✬❚➍●✮❂❢✽✰✯✲✫✮✶➟✽✰▲✸✧➑✧✌✫✾✽✰✳✇✯❅✧✌✭▼✪ ❴ ✽❍▲✸✧➑▲✸✯❅✧✔✳✰✴✺✳◆★❀▲✸✯✲★❄✴❬✹➡❚❯✴r✽❀✳✇✯❳➒➡■ ✯✲✫❲●❃✴✺✳❋✽❀✯✲★✌❂✸✹➙✴✺✳✟✽❍▲✸✧❨✹✲✪✈❏✛❺➄✳❀✴❱✫✮❥Ñ❉✸✹❅✪✐★❀❥✐✭r■✷✭✰✪➑❏✛✧▼✭◆❂✮●✮●❊✪✬✭✰✧✢✽❍▲❃✴❄✽✟❏✙✧▼▲❃✴➌♦❵✧♣✴ ❴ ❂✮✫✸★➎❺ ✽❀✯✲✪❙✫✒✽❍▲❃✴❄✽✢✯✼✫✸✯❳✽❀✯q✴❬✹✲✯✼➁✈✧✌✭✙✽❍▲✸✧ ❴ ❂✸✹❅✹❃❚➔✴❄✽✰✳✇✯❅★✔✧✌✭▼✴❱✫✸✱✒✫✸✪✈❏ ★✔✪✬✫✮✭✰✯✲✱✮✧✔✳✟✽❍▲✸✧▼✽❀✳✇✧❄✴❄✽❍❚❲✧✌✫❵✽ ✪ ❴ ✽❍▲✸✧✣✹❅✪✔❏✢❺➄✳✰✴✺✫✮❥❹❉✸✹❅✪✐★❀❥✐✭r❧ ❝❋➉
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) =
log(xt
ν − y)(L)t ν(x)
❡ ➐
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) =
log(xt
ν − y)(L)t ν(x)
✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧
At,s
iν
=
ϕi(x)(L)t
ν(x)dx = pi − pi−1 1
ν(γi(x))dx,
❡ ❖
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) =
log(xt
ν − y)(L)t ν(x)
✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧
At,s
iν =
ϕi(x)(L)t
ν(x)dx = pi − pi−1 1
ν(γi(x))dx,
Bt,s
jν =
ϕj(x) log(xt
ν − y)dy = pj − pj−1 1
ν − γj(y))dy.
❡ ❫
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) =
log(xt
ν − y)(L)t ν(x)
✴❱✫✸✱➃❏✛✧❤★✔✪✬❚➍●✮❂❢✽✰✧
At,s
iν =
ϕi(x)(L)t
ν(x)dx = pi − pi−1 1
ν(γi(x))dx,
Bt,s
jν =
ϕj(x) log(xt
ν − y)dy = pj − pj−1 1
ν − γj(y))dy.
γi
✯✲✭✣✴❱➋❈✫✸✧✿■❃✭✰✪ At,s
iν
✴❬✳✇✧✥●❊✪❙✹❼⑩❑✫✸✪✬❚❲✯q✴❬✹✼✭✩✪ ❴ ✱✮✧✌✶✷✳✇✧✔✧☛❚❿❧➨✦ ✧☛★❄✴❱✫P✽❍▲✐❂✮✭➑❂✮✭✰✧ ✴✺✫❿✧➎➒➨✴✺★❞✽✵❁✾❂❃✴❬✱✮✳✰✴r✽✰❂✸✳✇✧❤✳✇❂✸✹✲✧ ❴ ✪❙✳▼✯❳✽❍✭❛✧❞♦❵✴✺✹✲❂❃✴r✽❀✯✲✪✬✫✻❧ ❡ ❝
SLIDE 44 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó ❡❋❡
SLIDE 45 ⑦⑧✫❿✪✿✳✇✱✮✧✔✳✛✽✰✪❈✱✮✪✥✽❍▲❃✴❄✽r■❩❏✛✧✩✫✸✧✔✧✔✱❜Ó
✫ ✴❬✳✇✳❀✴❞⑩ ✠☛✡✌☞✎✍✏✡✒✑ ✪ ❴ ✱✮✯✼❚❲✧✌✫✮✭❍✯❅✪✬✫ ✓ ★✔✪❙✫❵✽➎✴❬✯✼✫✸✯✼✫✮✶❆✽✰▲✸✧❯★✔✪✐✪✿✳✇✱✮✯✲✫❃✴r✽✰✧✌✭❈✪ ❴ ✽✰▲✸✧✩●✉✪✿✯✼✫❵✽✰✭ (pi)n−1
i=0
❧ ❡ ♠
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 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 ➢❲➤✐➥✷➦➨➧➩➧❍à✣✢➃➦ Ö Ø✈Ø✥✤✣✦ Ö ➦➨➴✆➳❱➦✮➵ Ö ➳❄➤❩â✺➫ ♥✛▲✸✧✣✯✲✱✮✧❄✴❸✯✼✭✢✽✰✪➔✴❱●✮●✸✳◆✪✌➒✮✯✼❚❯✴r✽✰✧➟✴❱✫❿✯✲✫❵✽✰✧✌✶✷✳✰✴✺✹✚✴✺✭
f(ξ)dξ ≈
|K|
PK
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 ❨➼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
f(ξ)dξ = w1f(x1) + w2f(x2)
❡ ➉
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
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 ❨➼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
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
1dx = 2 = w1 + w2
♠◆❖
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
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
1dx = 2 = w1 + w2
1
xdx = 0 = w1x1 + w2x2
♠❋❫
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
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
1dx = 2 = w1 + w2
1
xdx = 0 = w1x1 + w2x2
1
x2dx = 2 3 = w1x2
1 + w2x2 2
♠➄❝
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
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
1dx = 2 = w1 + w2
1
xdx = 0 = w1x1 + w2x2
1
x2dx = 2 3 = w1x2
1 + w2x2 2 1
x3dx = 0 = w1x3
1 + w2x3 2.
♠ ❡
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 ✦ ✧✣✳◆✧✌●✸✹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 ✦ ✧✣✳◆✧✌●✸✹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 ✦ ✧✣✳◆✧✌●✸✹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 ✦ ✧✣✳◆✧✌●✸✹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 ✦ ✧✣✳◆✧✌●✸✹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 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴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 ♥✛▲✸✧✣✧❞♦❵✴✺✹✲❂❃✴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
c := cx cy
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /
∈ γ([0, 1])
ç ①➠❫
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
c := cx cy
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /
∈ γ([0, 1])
ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴
b =
1
①❋❝
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
c := cx cy
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /
∈ γ([0, 1])
ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴
b =
1
✦ ✯❼✽❍▲ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴✺✱✮✳❀✴r✽✰❂✸✳✇✧✩❏✛✧✣✪✬❉❢✽❞✴✺✯✲✫P❉✫✁ ③ ❧✳✲✩✴ ➝❙➝ ❴ ✪❙✳
γ(t) := 1 + t 1 + 2t
c :=
① ❡
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
c := cx cy
✯❈å❣î❱ì❀ì❞ù✱✰✒å☛æ é î✿æ c /
∈ γ([0, 1])
ç ✦ ✧❘❏✍✴✺✫❵✽❨✽✰✪➍★✔✪✬❚➍●✮❂❢✽✰✧❘✽❍▲✸✧♣♦❵✴❬✹✼❂✸✧✣✪ ❴
b =
1
✦ ✯❼✽❍▲ ✧ ✴✺❂✮✭◆✭s❺➄❁✾❂❃✴✺✱✮✳❀✴r✽✰❂✸✳✇✧✩❏✛✧✣✪✬❉❢✽❞✴✺✯✲✫P❉✫✁ ③ ❧✳✲✩✴ ➝❙➝ ❴ ✪❙✳
γ(t) := 1 + t 1 + 2t
c :=
✴❱✫✸✱✖✯ ❴ ❏✙✧✣★Ï▲❃✴❱✫✮✶✿✧ γ ✽❀✪
γ(t) := 1 + 2t 1 + 4t
✴❱✫✸✱➃✽✰▲✐❂✮✭❛✱✮✪✬❂✮❉✸✹✲✯✲✫✮✶➍✯❼✽❍✭✶✵ã✭◆●❊✧✔✧✔✱✷✵ ④ ❏✙✧✣✪❙❉❢✽➎✴❬✯✼✫❿❉✫✁ ➝ ❧ ➛✾⑤❙❽❢③ ❧ ①➠♠
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