星期三, 12月 31, 2025

EX#15 Visualization of Algorithms

繪圖，動畫: 建議使用 Claude Sonnet 4

推理，複雜問題: 建議使用以下

使用 Claude Sonnet 4 extended thinking 付費版

使用 Gemini 2.5 Pro 免費額度最高 1M tokens

使用 ChatGPT 5

使用 Grok 4

作業繳交方式

How to share a Claude link

How to share a ChatGPT link

How to share a Grok link

How to share Gemini Link

Consider a Two stage Amp

Use A* to optimize the circuit

Make it fully optimized by A*

sync A* with metrics, share, share continued

1. Using A* search to design a two stage amplifier using BJT.

Gain approximately 8000, bandwidth 2Hz to 100 kHz

Hint: A* guide using A* search algorithm to design a two-stage BJT amplifier. This is a fascinating application of AI search to circuit design optimization!

Use A* search for optimization. optimal schematic share

Performance metrics (share)

2. Use A* to design a class AB amplifier. The first stage is class A. the second is class B. freq response cut off at 10Hz and 25 KHz. artifact, share

artifact (share)

schematic enhanced by Gemini 3.0 Pro

artifact enhanced by Claude (share) opus 4.5

artifact, share

Traveling Salesman Problem 簡稱TSP在工業界有重要應用，包括物流（UPS/Amazon配送路線優化）、製造業（電路板鑽孔、機器人組裝路徑）、電信（網路路由、線路安裝）和能源（電網維護、管線檢查）。凡是需要造訪多個地點同時最小化成本、時間或距離的場合都適用。現代變體能處理容量限制、時間窗口等實際約束。企業使用OR-Tools、Gurobi等專業軟體解決這些問題，透過優化倉儲揀貨、切割模式、3D列印路徑和車隊管理等作業，往往能節省數百萬成本。

視覺化 Traveling Salesman Problem 使其可以改變網路節點個數，或是其他你希望的方式

3. 給定一個電路板，進行鑽孔程序模擬的優化 (建議 AI 一個演算法，例如A*, Greedy Method...)

電路板鑽孔程序模擬

4. Simulate AI Server PCB generation and drilling

5. board design using RL

then hole drilling

電子系的科技英文

製作科技英文互動圖示卡

comprehension test: (REMIX your game first)

Prepare 10 multiple choice problems from your report to test comprehension. Generate one problem at a time. Then you request an answer. After you receive one, grade it. Then generate next problem. In the end tell me how many are correctly answered.

uni- vs. mono-

Both prefixes mean "one" or "single," but they come from different roots and have distinct usage patterns:

Uni- comes from Latin (unus). It tends to appear in words related to togetherness, unity, or standardization:

uniform, university, union, unite, universal, unicorn, unilateral

Mono- comes from Greek (monos). It often appears in scientific, technical, or music-related terms:

monologue, monotone, monochrome, monopoly, monorail, monocle, monoxide

In practice, the choice is usually fixed by convention rather than meaning. You wouldn't say "monocorn" or "unilogue"—the pairings are established through historical usage.

When both forms exist for similar concepts, there can be subtle differences:

Monophonic (one sound channel) vs. unison (voices singing together as one)
Monocular (one-eyed device) vs. unicellular (one cell)

Generally: Greek roots pair with mono-, Latin roots pair with uni-.

製作科技英文互動圖示卡

uni- vs. mono-

comprehension test: (REMIX your game first)

英語的起源

依據圖卡資訊製作互動遊戲

圖卡資訊

artifact

3d opus 4.5 distribution

evolution in time

comprehension test: (REMIX your game first)

Prepare 10 multiple choice problems from your remix to test comprehension. Generate one problem at a time. Then you request an answer. After you receive one, grade it. Then generate next problem. In the end tell me how many are correctly answered.