MindMap Gallery Advanced Mathematics Chapter 1 Limit, Function, Continuity
Postgraduate entrance examination mathematics, limit calculation of advanced numbers, properties of limits, nine commonly used methods to find limits, function limit question types, etc.
Edited at 2023-12-13 20:26:39This is a panoramic infographic—currently sweeping across the web—illustrating the comprehensive applications of OpenClaw, a popular open-source AI agent platform. It systematically introduces this intelligent agent framework—affectionately dubbed "Lobster Farming"—helping readers quickly grasp its core value, technical features, application scenarios, and security protocols. It serves as an excellent introductory guide and practical manual.
這是一張最近風靡全網關於熱門開源AI代理平台OpenClaw的全網應用全景圖解。它系統性地介紹了這款被稱為「養龍蝦」的智慧體框架,幫助讀者快速理解其核心價值、技術特性、應用場景及安全規範,是一份極佳的入門指南與實操手冊。此圖主要針對希望利用AI建構自動化工作流程的技術從業人員、中小企業主及效率追求者,透過9大模組層層遞進,全面剖析了OpenClaw從概念到落地的整個過程。 圖中核心內容首先釐清了「養龍蝦」指涉的是OpenClawd開源智能體,並強調其本質是「AI基建」而非一般聊天機器人。隨後詳細比較其與傳統AI助理的區別,擁有記憶管理、權限控制、會話隔離和異常恢復四大基礎能力,支援跨平台存取和多模型相容(如GPT、Claude、Ollama)。同時,圖解提供了完整的部署方案(雲端/本地/Docker),並列舉了辦公室自動化、內容創作、資料收集等五大應用程式場景。此外,還展示了其火爆程度、政府與大廠佈局、安全部署建議及適合/不適合的人群分類。幫助你快速掌握OpenClaw技術架構與應用價值,指導個人或企業建構AI自動化系統,規避資料外洩與權限失控風險,是學習「執行式AI」轉型的權威參考圖譜。
本圖由萬興腦圖繪製,是針對IT研發崗位的結構化個人履歷模板,完整涵蓋求職核心資訊模組。基本資訊區包含姓名、電話、信箱、求職意願及GitHub連結;專業概要要求以2-3句提煉核心優勢;工作經驗以「公司A高級Java開發工程師」為例,以「透過(行動),達成(量化成果)」格式呈現微服務架構設計、系統效能優化、團隊技術規範制定等職責,公司B經歷則聚焦功能模組開發與Elasticsearch搜尋優化;技能專長分程式語言、後端框架、中介軟體、資料庫、容器雲等維度,清楚展示技術堆疊;專案成果以「電商平台秒殺系統」為例,說明技術棧、架構設計、個人貢獻(Redis Lua庫存原子扣減)及KPI;教育背景包含一流大學電腦專業學歷,以及AWS認證解決方案架構師、軟考中級軟體設計師證書。模板邏輯嚴謹,涵蓋IT研發求職全流程關鍵訊息,幫助求職者清晰、量化展示專業能力。
This is a panoramic infographic—currently sweeping across the web—illustrating the comprehensive applications of OpenClaw, a popular open-source AI agent platform. It systematically introduces this intelligent agent framework—affectionately dubbed "Lobster Farming"—helping readers quickly grasp its core value, technical features, application scenarios, and security protocols. It serves as an excellent introductory guide and practical manual.
這是一張最近風靡全網關於熱門開源AI代理平台OpenClaw的全網應用全景圖解。它系統性地介紹了這款被稱為「養龍蝦」的智慧體框架,幫助讀者快速理解其核心價值、技術特性、應用場景及安全規範,是一份極佳的入門指南與實操手冊。此圖主要針對希望利用AI建構自動化工作流程的技術從業人員、中小企業主及效率追求者,透過9大模組層層遞進,全面剖析了OpenClaw從概念到落地的整個過程。 圖中核心內容首先釐清了「養龍蝦」指涉的是OpenClawd開源智能體,並強調其本質是「AI基建」而非一般聊天機器人。隨後詳細比較其與傳統AI助理的區別,擁有記憶管理、權限控制、會話隔離和異常恢復四大基礎能力,支援跨平台存取和多模型相容(如GPT、Claude、Ollama)。同時,圖解提供了完整的部署方案(雲端/本地/Docker),並列舉了辦公室自動化、內容創作、資料收集等五大應用程式場景。此外,還展示了其火爆程度、政府與大廠佈局、安全部署建議及適合/不適合的人群分類。幫助你快速掌握OpenClaw技術架構與應用價值,指導個人或企業建構AI自動化系統,規避資料外洩與權限失控風險,是學習「執行式AI」轉型的權威參考圖譜。
本圖由萬興腦圖繪製,是針對IT研發崗位的結構化個人履歷模板,完整涵蓋求職核心資訊模組。基本資訊區包含姓名、電話、信箱、求職意願及GitHub連結;專業概要要求以2-3句提煉核心優勢;工作經驗以「公司A高級Java開發工程師」為例,以「透過(行動),達成(量化成果)」格式呈現微服務架構設計、系統效能優化、團隊技術規範制定等職責,公司B經歷則聚焦功能模組開發與Elasticsearch搜尋優化;技能專長分程式語言、後端框架、中介軟體、資料庫、容器雲等維度,清楚展示技術堆疊;專案成果以「電商平台秒殺系統」為例,說明技術棧、架構設計、個人貢獻(Redis Lua庫存原子扣減)及KPI;教育背景包含一流大學電腦專業學歷,以及AWS認證解決方案架構師、軟考中級軟體設計師證書。模板邏輯嚴謹,涵蓋IT研發求職全流程關鍵訊息,幫助求職者清晰、量化展示專業能力。
central theme
properties of limits
sequence limit
definition
Geometric meaning: For any ε neighborhood of point a, that is, the open interval (a−ε, a ε), there must be N. When n>N, that is, the points x0 after the Nth item all fall in the open interval (a−ε, a ε), and only a limited number (at most N) are outside this interval.
Whether the limit of a sequence exists/what the limit value is equal to is completely independent of the previous finite term. Modifying/deleting the finite term of the sequence will not affect its convergence.
function limit
definition
The independent variable tends to infinity: note that x→∞ in the function limit refers to ∣x∣→ ∞
The independent variable tends to a finite value: here x tends to x0 and is not equal to x0. The limit value is only related to the derivative value in the decentered neighborhood of x=x0
Determination of the existence of limits
The left and right limits exist and are equal
Three cases of left and right limits need to be discussed: ①The limit of the piecewise function at the dividing point ②e∞ type limit ③arctan∞ type infinity
Three properties of limits
Boundedness
The boundedness of the limit of a sequence: xn must be bounded to converge, but bounded does not necessarily mean it will converge.
Local boundedness of function limit: if limx→x0f(x) exists, Then f(x) is bounded in the decentered neighborhood of point x0.
If the limit exists at a point, it can be inferred that it is locally bounded at that point, but the inverse is not true.
Remember the counterexample sin1/x
Number preservation (the limit of a sequence corresponds to the limit of a function) limx→x0f(x)=A
If A>0(<0), then f(x)>0(<0) in the centroid neighborhood
If f(x)≥0 (≤0) in the centroid neighborhood, then A≥0 (≤0); Or f(x)>0 in the centroid neighborhood, it can also be deduced that A≥0
Local sign preservation of continuous functions: If the function f(x) is defined in a certain decentered neighborhood of x=a point 0<∣x−a∣<r, f(x) is continuous at point x=a, and f(a)>0 (or <0), then there exists a certain (solid) neighborhood∣x−a∣<δ, For all x in the decentered neighborhood, f(x)>0 (or <0) is always present.
Order preservation: Let limx→x0f(x)=a, limx→x0g(x)=b
The relationship between function values and limit values
limit existence criterion
Clamping Criterion
Monotone bounded criterion: Monotone bounded sequence must have a limit
A sequence that is monotonically increasing and has an upper bound must have a limit. A sequence that is monotonically decreasing and has a lower bound must have a limit.
infinitesimal amount
infinitesimal concept
Infinitely small ratio: Suppose limα(x)=0, limβ(x)=0
properties of infinitesimals
The sum of a finite number of infinitesimals is still infinitesimal The product of a finite number of infinitesimals is still infinitesimal The product of an infinitesimal quantity and a bounded quantity is still infinitesimal
Cannot be extended to infinity
infinite amount
concept of infinity
Commonly used infinity comparisons of sequence limits
Common infinity comparisons of function limits
properties of infinity
The product of two (can also be extended to finite) infinite quantities is still an infinite quantity
The sum of two infinities is not necessarily infinite
The sum of an infinite quantity and a bounded variable is still an infinite quantity
The product of an infinite quantity and a bounded variable is not necessarily infinite
The relationship between infinity and unbounded variables
Infinity must be unbounded, but unbounded does not necessarily mean infinite.
Infinity x infinity must be infinite, but unbounded x unbounded is not necessarily an unbounded variable
The relationship between infinity and infinitesimal
In the same limit, if f(x) is infinite, then 1/f(x) is infinitesimal; Conversely, if f(x) is infinitesimal and f(x) is not equal to 0, then 1/f(x) is infinite.
Nine commonly used methods to find limits
①Rational operation rules
Corollary 1: The limiting non-zero factor can be found first Corollary 2: If lim f(x)/g(x) exists and lim g(x)=0, then there must be lim f(x)=0
Corollary 3: If lim f(x)/g(x) =A (A is not 0, if limf(x)=0, then there must be lim g(x)=0
exists ± does not exist = does not exist Does not exist ± does not exist = not necessarily exists × (÷) does not exist = not necessarily Does not exist × (÷) does not exist = not necessarily
Continuous (continuous ± discontinuous = discontinuous, the rest are not necessarily) Differentiable (differentiable ± non-differentiable = non-differentiable, the rest are not necessarily different) Series (convergence ± divergence = divergence, the rest are not necessarily)
basic limit
Common conclusions of the "1∞" type: If limα(x)=0, limβ(x)=∞, and limα(x)limβ(x)=A, then lim(1 α(x))β(x)=eA
Equivalent infinitesimal substitution
Commonly used equivalent infinitesimal (when x → 0)
substitution principle
You can change the multiplication and division factors at will
Additive substitution: the ratio of the two addition terms is not negative one Subtraction substitution: two subtraction terms are not equivalent
Learn to actively create equivalent infinitesimal substitution conditions through addition and subtraction terms
Equivalent substitution of variable upper limit points
Lópida
3 prerequisites for using Lópida’s Law
If f(x) is differentiable to order n, the use of Lópida's rule can only occur up to n−1 order of f(x). If f(x) has an n-th order continuous derivative, using L'Hobida's rule, it can appear to the n-th order of f(x).
Taylor formula
Clamping Criterion
Definite integral definition
Put 1/n, find the integrand, and determine the upper and lower limits of the integral
mean value theorem
Lagrange's mean value theorem
Integral mean value theorem
Generalized mean value theorem of integrals
Function limit question type
seven infinitives
0/0
Lópida
Taylor formula
Equivalent infinitesimal substitution
Infinity is better than infinity
Lópida
The numerator and denominator are divided by the highest order term (find the boss)
When X tends to zero, the lower level is the boss
When X tends to infinity, the higher order is the boss
0⋅∞
Become 0 to 0, or infinity to infinity
∞−∞
Pass differentiation into 0 to 0 type (applicable to fractional difference)
Rationalization of radical expressions (applicable to radical differences)
If the power of the square root is higher, consider Lagrange's mean value theorem or (1 x)α−1∼αx
When there is no denominator in the function
Add infinite factors and make up the equivalent infinitesimal substitution
Replacement
Taylor formula
1∞
rewritten in exponential form
Make up the second important limit
∞0 and 00
This is the power function form, rewritten as ln in the exponential form e
Generalization conclusion: α(x)→0, α(x)β(x)→0, then (1 α(x))β(x)−1∼α(x)β(x)