Compare GD, NM Simplex, SA and A*
NM Simplex (Nelder-Mead Simplex)
星期三, 3月 11, 2026
EX#3 Chain of Thought
Handouts
BFS/A* Scalability: 8 vs. 20 persons
課堂練習
Deadline: This Saturday at 23:59
Send all the share links to me chang212@gmail.com by email with subject EX#3 [your id, your name]
1.
Solve Pz 2 using reasoning with each step whether correct or incorrect, showing backtracking.
Animate the reasoning process in the above synced with river crossing scenarios.
2.
Solve Pz 20 using reasoning with each step whether correct or incorrect, showing backtracking.
Animate the reasoning process in the above synced with river crossing scenarios.
3. Solve Dog Ball Retrieval then animate the solution you got.
Failure example puff
Analog IC Design
- Overview of Circuit DesignBasic Electronics
- Electronics, Example 7 (AB, A* Design)
- Electronics, Example 6 (2-Stage, A*)
IC
OP 741 (share from very simple diff pair), schematic, die, Miller Compensation
What is simulated annealing?
星期三, 3月 04, 2026
EX#2 Solving Electronic Circuits
AI for solving amplifier electronics (課堂講義）
建議工具
使用 Gemini 3 Pro 免費額度最高 1M tokens
使用 Grok 4
Content share
- share only link, pure text, markdown (md)
- no attachments accepted, no html, screen dump, or png
- non-compliant homework will be rejected and returned to you
課堂練習
Deadline: This Saturday at 23:59
Send all the share links to me chang212@gmail.com by email with subject EX#2 [your id, your name]
How to publish a Claude artifact
四題任選兩題
1. Make the Bode plot of Circuit in Example 1, as below. You must verify the results for correctness.
The results must be scientifically accurate.
Topology B in Schematic
Reference materials:
You may want to generate Python for the Bode plots. Then you carry it out to the end.
How to make Bode plots
Make Bode plot:
- Use of Gemini 3.0 Pro slides (Example 1, CE)
- Use of Claude Sonnet 4.6 slides (Example 1, CE)
- Use of Gemini 3.0 Pro slides (Example 1, CE)
Key takeaways:
Put your Python to run on Google's colab platform.
Plots can be made more professional and well suited for formal documents such as reports or academic journals.
You may want to label it more clearly following IEEE standard.
2. Lab Activity: Amplifier Gain & Frequency Response Using AI-Assisted Analysis
beta=150, c_pi=20 pF, c_mu=2 pF Bode Plot (BW)
Bode plot (Color)
3. With the following circuit and its Bode plot, as in Example 3
textbook approximations
4. Comparing LLMs: Claude 4.6, Gemini 3.0 Pro, ChatGPT 5.0 (三選二) for the following task.
Animate in 3d (in three.js) Yagi-Uda Antenna, AI pipe inspector, or things you choose. （擇一）
The animation must be scientifically accurate.
Hints
- Reasoning/Think/Extended Thinking Mode of the AI platform you use may be required for all the problems here
不是主修電子工程的同學，可以練習以下問題
1.
.png)
share Claude
ChatGPT 5 eats it alive.
2. Comparing LLMs: Claude 4.6, Gemini 3.0 Pro, ChatGPT 5.0 (三選二) for the following task.
Animate in 3d (in three.js) Yagi-Uda Antenna, AI pipe inspector, or things you choose. （擇一）
The animation must be scientifically accurate.
Hints
- Reasoning/Think/Extended Thinking Mode of the AI platform you use may be required for all the problems here
3.
星期六, 2月 28, 2026
星期三, 2月 25, 2026
.png)
如何分享 ChatGPT連結
.png)
右上方分享鍵
.png)
按壓之後跳出對話視窗
.png)
點選複製連結
已分享的連結，會看到 share
https://chatgpt.com/share/
如果你所提供的連結屬於private chats 連結，只有在該帳號下可以觀看
你無法使用分享的原因，可能是因為你用的是app版，
EX#1 Use AI Profesionally
AI for solving amplifier electronics (課堂講義）
建議工具
使用 Gemini 3 Pro 免費額度最高 1M tokens
使用 Grok 4
Content share
- share only link, pure text, markdown (md)
- no attachments accepted, no html, screen dump, or png
- non-compliant homework will be rejected and returned to you
課堂練習
Deadline: This Saturday at 23:59
Send all the share links to me chang212@gmail.com by email with subject EX#1 [your id, your name]
How to publish a Claude artifact
任選做一題
1. Lab Activity: 為什麼我的 AI 跟你不一樣？
2. Lab Activity: Amplifier Gain & Frequency Response Using AI-Assisted Analysis
3. Make the Bode plot of Circuit in Example 1, as below You must verify the results for correctness.
The results must be scientifically accurate.
Topology B in Schematic
Hints
- Reasoning/Think/Extended Thinking Mode of the AI platform you use may be required for all the problems here
星期六, 2月 21, 2026
Electronics, Example 6 (2Stage, A*))
Design a Two-Stage BJT Amplifier (Parameters to optimizeRE1, RC1. RE2. RC2)
advanced version A* search for optimization, share 4-parameter
_______________________________________________
demo, no A*
Electronics, Example 5 (2Stage)
Two-Stage Amplifier Analysis
Solve for the gain, plot frequency response.
Opus 4.6 extended. exact, transfer function, −3 dB crossing at 77 Hz, parameters as above original
exact transfer function vs. factored transfer function
bypass 47, coupling 10 micro F
(gain approximate)
_________________________________________________________________________
- Artifact, Share (Cπ2=15 pF, Cμ2=3pF). Result: freq response, gain=8513, low cut off=46.5 Hz, high cut off=312kHz
- Gemini: Result gain=8509, low cut off=46.5 Hz, high cut off=296 kHz @Cπ2=15 pF, Cμ2=3pF (good match!)
Can we be more accurate with cut-off freq? Yes, use transfer function. (based on AIStudio)
Compare
- Artifact, Share. Result: gain=8559 (Hybrid-π Model, With bypass capacitors, without ignoring base current loading effects)
- Artifact. Result: gain=9460 (Ignored base current loading effects)
- comprehensive comparison simplified, do not ignore bias network, do not ignore base current
Electronics, Example 2 (CE, Emitter Bypass)
Amplifier Circuit Analysis
Solve for the gain, plot freq response.
png by Opus 4.6 extended (share)
.
Gemini 2.5 Pro gain & lower cut off freq match Claude, 4kHz
Electronics, Example 3 (CE, Negative Feedback)
Solve for the gain. Plot frequency response for the following amplifier circuit.
exact solution
why C_mu<C_pi
Miller approximation error since it ignores pole interaction effects
share (Av=-2.31, Lower Cutoff 20 Hz, Upper Cutoff 10.46MHz)
Analysis with Cπ = 22.1 pF, Cμ = 3.0 pF
Gemini 3.0 Pro + Colab
.png)
訂閱：
意見 (Atom)
本網站使用百分之百可回收電子