計劃進修PhD/Research討論區 (5)

1001 回覆
11 Like 0 Dislike
2017-03-21 22:14:03

我就研究緊活點解人既decision唔係optimized

heuristics


我之前都做unconscious mental process
基本上人腦唔是為左optimization而運作

但係從evolution角度黎講 如果人腦唔係optimize緊咁點樣生存到而家
定係好似tirole/benabou嗰個套咁 一啲suboptimal既behavior反而達致optimal outcome

同意,但同一時間好多optimized 左既responses 會因為社會變左而變得係某d 情況下唔adaptive

巴打有計傾
有兩種可能
1.constrainted maximization
2. 個environment轉左 mechanism轉唔切

Me research大概圍繞住第一點做

evolution 係我favorite
2017-03-21 22:40:24
optimisation 我未take,留名學野先

HKU
2017-03-21 22:46:05

我就研究緊活點解人既decision唔係optimized

heuristics


我之前都做unconscious mental process
基本上人腦唔是為左optimization而運作

但係從evolution角度黎講 如果人腦唔係optimize緊咁點樣生存到而家
定係好似tirole/benabou嗰個套咁 一啲suboptimal既behavior反而達致optimal outcome

同意,但同一時間好多optimized 左既responses 會因為社會變左而變得係某d 情況下唔adaptive

巴打有計傾
有兩種可能
1.constrainted maximization
2. 個environment轉左 mechanism轉唔切

Me research大概圍繞住第一點做

現有既project大概係做緊第二樣
2017-03-21 23:29:44
個post推慢左
2017-03-21 23:48:22
個post推慢左

放左advisor飛機 要補鑊做野
2017-03-21 23:51:31

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

本人表示深受其害

X2

好奇下econ係咪好straight要搵global optimal pt

因為ml好多都係搵local就算


yes, global and unique。

咁都幾係 而家好多ml都係minimize某個functional就算

因為ML好多係non-convex optimization

但係econ應該都唔多convex?

但上面話Econ搵global and unique optimal point喎
唔strictly convex唔會有global and unique架喎


基本上係convex
Randomized choice係其中可以make sure constraint set係convex set一個手段
2017-03-21 23:57:40
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左
2017-03-21 23:58:49
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知借唔借被屌
2017-03-21 23:59:31
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知會唔會被屌
2017-03-22 00:11:33
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

而幾日大家都忙屌人/比人屌
2017-03-22 00:25:24
Optimization 其實學乜野

點optimize某objective subject to 唔同constraint (equality or inequality)
幾時有solution, 點計呀etc
深啲既有dynamic optimization, decision making over time etc.

like high school finding local maximum pt/minimum pt

Dynamic programming

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

好在我唔係modeling個邊

optimization其實係好正既topic 我做緊machine learning research
Machine learning入面好多algorithm 都係solve optimization problems
當中會用到好多real analysis同functional analysis既techniques
最正個位係可以自己諗某啲algorithms去solve某一類optimization problems然後paper

functional 同 real analysis 都好正
2017-03-22 00:36:57

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

本人表示深受其害

X2

好奇下econ係咪好straight要搵global optimal pt

因為ml好多都係搵local就算


yes, global and unique。

咁都幾係 而家好多ml都係minimize某個functional就算

因為ML好多係non-convex optimization

但係econ應該都唔多convex?

但上面話Econ搵global and unique optimal point喎
唔strictly convex唔會有global and unique架喎


基本上係convex
Randomized choice係其中可以make sure constraint set係convex set一個手段

以我UG minor econ既記憶中都係convex
2017-03-22 00:37:15
Master
Top 20 間first choice reject左我
Top 10 間second choice 收左我

欲哭無淚
2017-03-22 00:37:56
Optimization 其實學乜野

點optimize某objective subject to 唔同constraint (equality or inequality)
幾時有solution, 點計呀etc
深啲既有dynamic optimization, decision making over time etc.

like high school finding local maximum pt/minimum pt

Dynamic programming

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

好在我唔係modeling個邊

optimization其實係好正既topic 我做緊machine learning research
Machine learning入面好多algorithm 都係solve optimization problems
當中會用到好多real analysis同functional analysis既techniques
最正個位係可以自己諗某啲algorithms去solve某一類optimization problems然後paper

functional 同 real analysis 都好正

所以其實app math都有正既地方 而且冇咁離地
2017-03-22 00:38:35
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知會唔會被屌

俾我係advisor都屌你
2017-03-22 00:41:34
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知會唔會被屌

俾我係advisor都屌你

做人公平d好 我都俾唔少prof放過飛機
2017-03-22 00:43:49
個post推慢左

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知會唔會被屌

俾我係advisor都屌你

做人公平d好 我都俾唔少prof放過飛機

grad student只係學術界食物鏈底層
2017-03-22 00:46:37

放左advisor飛機 要補鑊做野


前日有個ug放左我飛機, 我屌到佢柒左

我趕唔切火車
下個星期再見佢 唔知會唔會被屌

俾我係advisor都屌你

做人公平d好 我都俾唔少prof放過飛機

我個prof覆email好慢,成日約唔到時間

之前有個prof隔三個月先覆我
之後我睬佢都戇鳩
2017-03-22 00:50:26
Optimization 其實學乜野

點optimize某objective subject to 唔同constraint (equality or inequality)
幾時有solution, 點計呀etc
深啲既有dynamic optimization, decision making over time etc.

like high school finding local maximum pt/minimum pt

Dynamic programming

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

好在我唔係modeling個邊

optimization其實係好正既topic 我做緊machine learning research
Machine learning入面好多algorithm 都係solve optimization problems
當中會用到好多real analysis同functional analysis既techniques
最正個位係可以自己諗某啲algorithms去solve某一類optimization problems然後paper

functional 同 real analysis 都好正

巴打講多啲 QM有好多banach space,想知多啲functional analysis做啲咩

我d FA已經唔記得七七八八 , 我更加唔識物理
某D Linear PDE可以用functional analysis的方法去deduce d property
e.g. compact operators
又可以用黎construct measures, e.g. Haar measure
同埋functional analysis本身會deal with d Banach / Hilbert spaces, 但係數學本身都會遇到呢D spaces, e.g. space of continuous functions, L^p spaces等等
probability都會見到, e.g. weak convergence
所以functional analysis算係analysis的基礎野 又要準備溫書考qualifying
2017-03-22 00:51:08
Optimization 其實學乜野

點optimize某objective subject to 唔同constraint (equality or inequality)
幾時有solution, 點計呀etc
深啲既有dynamic optimization, decision making over time etc.

like high school finding local maximum pt/minimum pt

Dynamic programming

讀緊game theory,入面有好多simplex optimization,用手計計到頭暈

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

好在我唔係modeling個邊

optimization其實係好正既topic 我做緊machine learning research
Machine learning入面好多algorithm 都係solve optimization problems
當中會用到好多real analysis同functional analysis既techniques
最正個位係可以自己諗某啲algorithms去solve某一類optimization problems然後paper

functional 同 real analysis 都好正

所以其實app math都有正既地方 而且冇咁離地

theoretic applied math可以好撚chur
2017-03-22 00:56:27

Agger 好煩 nash bargaining solution


Dynamic programming 已經好好做。
Behavioral econ 有啲咩multi-selves agent, dynamically inconsistent agent, 連dynamic programming 都唔apply,煩到嘔泡。
Nash bargaining 亦都係最簡單,有幾多relationship中的surplus只係按bargaining power分。

好在我唔係modeling個邊

optimization其實係好正既topic 我做緊machine learning research
Machine learning入面好多algorithm 都係solve optimization problems
當中會用到好多real analysis同functional analysis既techniques
最正個位係可以自己諗某啲algorithms去solve某一類optimization problems然後paper

functional 同 real analysis 都好正

巴打講多啲 QM有好多banach space,想知多啲functional analysis做啲咩

我d FA已經唔記得七七八八 , 我更加唔識物理
某D Linear PDE可以用functional analysis的方法去deduce d property
e.g. compact operators
又可以用黎construct measures, e.g. Haar measure
同埋functional analysis本身會deal with d Banach / Hilbert spaces, 但係數學本身都會遇到呢D spaces, e.g. space of continuous functions, L^p spaces等等
probability都會見到, e.g. weak convergence
所以functional analysis算係analysis的基礎野 又要準備溫書考qualifying

Kinli既analysis已經讀唔好

唔敢讀real an/fa
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