Chabot Mathematics §5.3 Fundamental Theorem of Calc Bruce Mayer, PE Licensed Electrical & Mechanical Engineer BMayer@ChabotCollege.edu Chabot College Mathematics 1 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Review § 5.2 Any QUESTIONS About • §5.2 → AntiDerivatives by Substitution Any QUESTIONS About HomeWork • §5.22 → HW-23 Chabot College Mathematics 2 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx §5.3 Learning Goals Show how area under a curve can be expressed as the limit of a sum Define the definite integral and explore its properties State the fundamental theorem of calculus, and use it to compute definite integrals Use the fundamental theorem to solve applied problems involving net change Provide a geometric justification of the fundamental theorem Chabot College Mathematics 3 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Area Under the Curve (AUC) The AUC has many Applications in Business, Science, and Engineering Calculation of Geographic Areas Chabot College Mathematics 4 River Channel Cross Section Wind-Force Loading Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Area Under Function Graph For a Continuous Function, approximate the area between the Curve and the x-Axis by Summing Vertical Strips • Use Rectangles of Equal Width – Three Possible Forms Left end points Right end points y f ( x) y f ( x) Midpoints y f ( x) Strip Width x x ba n (n strips) Chabot College Mathematics 5 a b Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example: Strip Sum Approximate the area 2 f ( x ) 2 x on 0, 2 under the graph of MTH15 • Area by Strip Addition 8 7 Use • Strip MidPoints 6 y = f(x) = 2x2 • n=4 (4 strips) Bruce May er, PE • 24JUul13 5 4 3 2 1 0 Chabot College Mathematics 6 0 0.5 1 x 1.5 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx 2 Example: Strip Sum GamePlan MTH15 • Area by Strip Addition 8 Bruce May er er, •PE 24Jul13 • 24JUul13 7 y = f(x) = 2x2 6 5 4 3 2 1 0 0 Chabot College Mathematics 7 0.5 1 x 1.5 2 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot College Mathematics 8 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx MATLAB Code % Bruce Mayer, PE % MTH-15 • 24Jul13 % XY_Area_fcn_Graph_6x6_BlueGreen_BkGnd_Template_1306.m % % The FUNCTION xmin = 0; xmax = 2; ymin = 0; ymax = 8; % The FUNCTION x = linspace(xmin,xmax,20); y = 2*x.^2; % % The ZERO Lines zxh = [xmin xmax]; zyh = [0 0]; zxv = [0 0]; zyv = [ymin ymax]; % % the 6x6 Plot axes; set(gca,'FontSize',12); whitebg([0.8 1 1]); % Chg Plot BackGround to Blue-Green % Now make AREA Plot area(x,y, 'FaceColor', [1 .8 1] , 'LineWidth', 3), axis([xmin xmax ymin ymax]),... grid, xlabel('\fontsize{14}x'), ylabel('\fontsize{14}y = f(x) = 2x^2'),... title(['\fontsize{16}MTH15 • Area by Strip Addition',]),... annotation('textbox',[.13 .82 .0 .1], 'FitBoxToText', 'on', 'EdgeColor', 'none', 'String', 'Bruce Mayer, PE • 24JUul13','FontSize',7) hold on set(gca,'Layer','top') plot(x,y, 'LineWidth', 3), Chabot College Mathematics 9 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx MATLAB Code % Bruce Mayer, PE % MTH-15 • 24Jul13 % % The Limits xmin = 0; xmax = 2; ymin = 0; ymax = 8; % The FUNCTION x = linspace(xmin,xmax,500); y = 2*x.^2; x1 = [0.25:.5:1.75]; y1 = 2*x1.^2 % % The ZERO Lines zxh = [xmin xmax]; zyh = [0 0]; zxv = [0 0]; zyv = [ymin ymax]; % % the 6x6 Plot axes; set(gca,'FontSize',12); whitebg([0.8 1 1]); % Chg Plot BackGround to Blue-Green plot(x,y, 'LineWidth', 4),axis([xmin xmax ymin ymax]),... grid, xlabel('\fontsize{14}x'), ylabel('\fontsize{14}y = f(x) = 2x^2'),... title(['\fontsize{16}MTH15 • Area by Strip Addition',]),... annotation('textbox',[.13 .82 .0 .1], 'FitBoxToText', 'on', 'EdgeColor', 'none', 'String', 'Bruce Mayer • 24Jul13','FontSize',7) hold on area([(x1(1).25)*ones(1,100),(x1(1)+.25)*ones(1,100)],[y1(1)*ones(1,100),y1(1)*ones(1,100)],'FaceColor',[1 .8 1]) area([(x1(2).25)*ones(1,100),(x1(2)+.25)*ones(1,100)],[y1(2)*ones(1,100),y1(2)*ones(1,100)],'FaceColor',[1 .8 1]) area([(x1(3).25)*ones(1,100),(x1(3)+.25)*ones(1,100)],[y1(3)*ones(1,100),y1(3)*ones(1,100)],'FaceColor',[1 .8 1]) area([(x1(4).25)*ones(1,100),(x1(4)+.25)*ones(1,100)],[y1(4)*ones(1,100),y1(4)*ones(1,100)],'FaceColor',[1 .8 1]) plot(x,y, 'LineWidth', 4) set(gca,'Layer','top') plot(x1,y1,'g d', 'LineWidth', 4) plot([x1(1)-.25,x1(1)+.25],[y1(1),y1(1)], 'm', [x1(2)-.25,x1(2)+.25],[y1(2),y1(2)], 'm',... [x1(3)-.25,x1(3)+.25],[y1(3),y1(3)], 'm', [x1(4)-.25,x1(4)+.25],[y1(4),y1(4)], 'm','LineWidth',2) plot([x1(1)-.25,x1(1)-.25],[0,y1(1)], 'm',[x1(2)-.25,x1(2)-.25],[0,y1(2)], 'm',... [x1(3)-.25,x1(3)-.25],[0,y1(3)], 'm', [x1(4)-.25,x1(4)-.25],[0,y1(4)], 'm', 'LineWidth', 2) set(gca,'XTick',[xmin:0.5:xmax]); set(gca,'YTick',[ymin:1:ymax]) MTH15 • Area by Strip Addition 8 Example: Strip Sum 7 6 y = f(x) = 2x2 The Algebra Bruce May er er, •PE 24Jul13 • 24JUul13 5 4 3 2 1 midpoints 0 0 0.5 1 x A x f (m1 ) f (m2 ) f (m3 ) f (m4 ) 1 A f 2 1 4 3 f 4 5 f 4 7 f 4 1 1 9 25 49 21 A 2 8 8 8 8 4 Chabot College Mathematics 10 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx 1.5 2 Area under a Curve y f ( x) ba Width: x n (n strips) x a b GOAL: find the exact area under the graph of a function; i.e., the curve PLAN: Use an infinite number of strips of equal width and compute their area with a limit. Chabot College Mathematics 11 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Area Under a Curve f xk Function, f(x), on interval [a,b] is: y f ( x) • Continuous • NonNegative a xk Then the Area Under the Curve, A b A lim f ( x1 ) f ( x2 ) ... f ( xn ) x n The x1, x2, …, xn-1,xn are arbitrary, n SubIntervals each with width (b − a)/n Chabot College Mathematics 12 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Riemann Sum ∑f(xk)·∆x For a Continuous, NonNeg fcn over [a,b] divided into n-intervals of Equal Width, ∆x = (b−a)/n, The AUC can be approximated by the sum the area of Vertical Strips AUC A1 A2 Ak An1 An AUC f x1 x f x2 x f xk x f xn1 x f xn x n AUC HEIGHT k ConstantWi dth AUC f x x k 1 Chabot College Mathematics 13 k 1 n k n f x x k 1 k Riemann ∑ for x Const Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Riemann ∑ → Definite Integral For a Continuous, NonNeg fcn over [a,b] divided into n-intervals of Equal Width, ∆x = (b−a)/n, The AUC can be calculated EXACTLY by the Riemann sum as the number of strips becomes infinite. This Process of finding an Infinite Sum is called “Integration”; • "to render (something) whole," from Latin integratus, past participle of integrare "make whole," Chabot College Mathematics 14 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Riemann ∑ → Definite Integral As the No. of Strips increase the AUC Calculation becomes more accurate MTH15 • Area by Strip Addition MTH15 • Area by Strip Addition 8 Bruce May er • 24Jul13 7 y = f(x) = 2x2 4 3 5 4 3 2 2 1 1 0 0.5 1 Fifty Strips 6 5 0 Bruce May er • 24Jul13 7 Twenty Strips 6 y = f(x) = 2x2 8 1.5 0 2 0 0.5 1 x x 1.5 The Riemann-Sum to Definite-Integral n n b b a lim f xk lim f xk x f x dx a n n k 1 Chabot College Mathematics 15 n k 1 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx 2 % The ZERO Lines zxh = [xmin xmax]; zyh = [0 0]; zxv = [0 0]; zyv = [ymin ymax]; % % the 6x6 Plot axes; set(gca,'FontSize',12); whitebg([0.8 1 1]); % Chg Plot BackGround to Blue-Green plot(x,y, 'LineWidth', 4),axis([xmin xmax ymin ymax]),... grid, xlabel('\fontsize{14}x'), ylabel('\fontsize{14}y = f(x) = 2x^2'),... title(['\fontsize{16}MTH15 • Area by Strip Addition',]),... annotation('textbox',[.13 .82 .0 .1], 'FitBoxToText', 'on', 'EdgeColor', 'none', 'String', 'Bruce Mayer • 24Jul13','FontSize',7) hold on bar(x1,y1, 'BarWidth',1, 'FaceColor', [1 .8 1], 'EdgeColor','b', 'LineWidth', 2) set(gca,'XTick',[xmin:0.5:xmax]); set(gca,'YTick',[ymin:1:ymax]) set(gca,'Layer','top') plot(x,y, 'LineWidth', 3) Chabot College Mathematics 16 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx MATLAB Code % Bruce Mayer, PE % MTH-15 • 24Jul13 % % The Limits xmin = 0; xmax = 2; ymin = 0; ymax = 8; % The FUNCTION x = linspace(xmin,xmax,500); y = 2*x.^2; x1 = [1/20:1/10:39/20]; y1 = 2*x1.^2; Definite Integral Symbology upper limit of integration Integration Symbol f x dx b a integrand lower limit of integration variable of integration (dummy variable) It is called a dummy variable because the answer does not depend on the symbol chosen; it depends only on a&b Chabot College Mathematics 17 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Recall Fundamental Theorem The fundamental theorem* of calculus is a theorem that links the concept of the derivative of a function with the concept of the integral. • Part-1: Definite Integral (Area Under Curve) f xdx F b F a b a • Part-2: AntiDerivative if F x f x dx then Chabot College Mathematics 18 d F x d dx dx f xdx f x * The Proof is Beyond the Scope of MTH15 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Fundamental Theorem – Part2 Previously we stated that the AntiDerivative of f(x) is F(x), so then d d F x dx dx f xdx d f x d f x 1 f x f x Now consider the definite Integral (AUC) Relationship to the AntiDerivative f x dx b a Chabot College Mathematics 19 F b F a F xa Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx b DefiniteIntegral↔AntiDerivative f x dx b a F b F a F xa b That is, The AUC for a continuous Function, f(x), spanning domain [a,b] is the AntiDerivative evaluated at b minus the AntiDerivative evaluated at a. – D. F. Riddle, Calculus and Analytical Geometry, Belmont, CA, Wadsworth, 1974, pp. 179-181, pg. 770 Chabot College Mathematics 20 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Find AUC Find the area under the graph of y = 2x3 2 0 Gives the area since 2x3 is nonnegative on [0, 2]. 2x 3dx Then 2 0 2 Antiderivative Chabot College Mathematics 21 8 sq.units 1 4 1 4 1 4 2 x dx x 2 0 2 0 2 2 3 Fund. Thm. of Calculus Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Rules for Definite Integrals 1. Constant Rule: for any constant, k k dx k x C b b b 2. Sum/Diff 4. f ( x) g ( x) dx f ( x)dx g ( x)dx a a a Rule: f x dx 0 a 3. Zero Width Rule 4. Domain Reversal 2. Rule Chabot College Mathematics 22 a b a a f ( x)dx f ( x)dx b Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx . Rules for Definite Integrals 5. SubDivision Rule, for (a<b<c) b a c b a c f ( x)dx f ( x)dx f ( x)dx y a Chabot College Mathematics 23 b c x Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Eval Definite Integral Find a Value for 5 1 1 2 x 1 dx x The Reduction using the Term-by-Term rule 5 5 1 2 1 2 x x 1dx x ln x x1 52 ln 5 5 12 ln1 1 28 ln5 26.39056 Chabot College Mathematics 24 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Def Int by Substitution Find: 1 x 1 1 2 Clarify 12 2 2 2 x 3 x 3x dx Limits 2x 3 x 3x 0 x 0 let u x 2 3 x Let: Then find dx(du) and u(x=0), and u(x=1) d d d 2 2 u x 3x u x 3x u x 3x 2 x 3 dx dx dx 2 x u x 3x du du 2 x 3 dx 2 dx dx 2 x 3 0 0 3 0 0 1 2 x 3 1 12 3 1 4 2 Chabot College Mathematics 25 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Def Int by Substitution SubOut x2+3x, and the Limits 2 x 3x x 1 2 x 0 3x 12 u 4 2 x 3u u 0 dx 12 du 2 x 3 3 2 u 4 Dividing u 4 u 2 3 2 u 4 12 out the u 0 u du 3 2 3 u u 0 u 0 2x+3 2 32 2 2 2 8 16 32 3 Then 4 0 4 64 3 3 Thus Ans Chabot College Mathematics 26 2 x 3x 1 0 2 3x 2 12 3 1 16 3 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx 3 The Average Value of a Function MTH15 • Meaning of Avg 350 300 250 y = f(x) At y = yavg there at EQUAL AREAS above & below the Avg-Line Avg Line 200 150 100 50 0 Chabot College Mathematics 27 Bruce May er, PE • 24Jul13 0 2 4 6 8 x 10 12 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx 14 16 Chabot College Mathematics 28 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx MATLAB Code % Bruce Mayer, PE % MTH-15 • 24Jul13 % Area_Between_fcn_Graph_BlueGreen_BkGnd_Template_1306.m % Ref: E. B. Magrab, S. Azarm, B. Balachandran, J. H. Duncan, K. E. % Herhold, G. C. Gregory, "An Engineer's Guide to MATLAB", ISBN % 978-0-13-199110-1, Pearson Higher Ed, 2011, pp294-295 % clc; clear % The Function xmin = 0; xmax = 16; ymin = 0; ymax = 350; xct = 1000 x = linspace(xmin,xmax,xct); y1 = .5*x.^3-9*x.^2+11*x+330; yavg = mean(y1) y2 = yavg*ones(1,xct) % % % Find Zeros plot(x,y1, x,y2, 'k','LineWidth', 2), axis([0 xmax ymin ymax]),... grid, xlabel('\fontsize{14}x'), ylabel('\fontsize{14}y = f(x)'),... title(['\fontsize{16}MTH15 • Meaning of Avg',]),... annotation('textbox',[.13 .05 .0 .1], 'FitBoxToText', 'on', 'EdgeColor', 'none', 'String', 'Bruce Mayer, PE • 24Jul13','FontSize',7) display('Showing 2Fcn Plot; hit ANY KEY to Continue') % "hold" = Retain current graph when adding new graphs hold on % nct = 500 xn = linspace(xmin, xmax, nct); fill([xn,fliplr(xn)],[.5*xn.^3-9*xn.^2+11*xn+330, fliplr(yavg*ones(1,nct))],'m'),grid plot(x,y1), grid The Average Value of a Function Mathematically - If f is integrable on [a, b], then the 1 b average value of f f ( x)dx a b a over [a, b] is Example Find 3/ 2 f ( x) x over 0,9 . the Avg Value: Use Average Definition: 9 1 9 3/ 2 1 2x 2 5/ 2 x dx 9 0 90 9 5 0 45 5/ 2 Chabot College Mathematics 29 54 5 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Net Change If the Rate of Change (RoC), dQ/dx = Q’(x) is continuous over the interval [a,b], then the NET CHANGE in Q(x) is Given by Qb Qa dQ dxdx Q' x dx Chabot College Mathematics 30 b b a a Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Find Net Change A small importer of Gladiator merchandise has modeled her monthly profits since the company was created on January 1, 1997 by the formula P(t) = 0.7t - 7.7t + 26.6t - 28t 4 3 2 • Where – P ≡ $-Profit in 100’s of Dollars ($c or c-Notes) – t ≡ year of operation for the company Chabot College Mathematics 31 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Find Net Change What is the importer’s net change in profit between the beginning of the years 2000 and 2003? SOLUTION: Recall t is in years after 1997, Thus • Year 2000 corresponds to t = 3 • Year 2003 corresponds to t = 6 Then in this case the Net Change in Profit over [3,6] → Chabot College Mathematics 32 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Example Find Net Change 6 3 0.14t Pt 0.7t 4 7.7t 3 26.6t 2 28t dt 6 3 5 1.925t 8.667t 14t 4 3 2 6 3 = éë0.14(6)5 -1.925(6)4 + 8.667(6)3 -14(6)2 ùû -éë0.14(3)5 -1.925(3)4 + 8.667(3)3 -14(3)2 ùû $13.545c Thus Her monthly profits increased by about $1,354.50 between 2000 & 2003 Chabot College Mathematics 33 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx WhiteBoard Work Problems From §5.3 • P74 → Water Consumption • P80 → Distance Traveled Chabot College Mathematics 34 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx All Done for Today Students Should Calc 52 x 7 2 66 x 5 2 22 x 3 2 dx 0 x 1 Chabot College Mathematics 35 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx All Done for Today Fundamental Theorem Part-1 Chabot College Mathematics 36 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot Mathematics Appendix r s r s r s 2 2 Bruce Mayer, PE Licensed Electrical & Mechanical Engineer BMayer@ChabotCollege.edu – Chabot College Mathematics 37 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Fundamental Theorem Proof Let Aa x area under the curve from a to x. (“a” is a constant) a x xh Aa x Ax x h Aa x h Chabot College Mathematics 38 Then: Aa x Ax x h Aa x h Ax x h Aa x h Aa x Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx min f max f xh x h The area of a rectangle drawn under the curve would be less than the actual area under the curve. The area of a rectangle drawn above the curve would be more than the actual area under the curve. short rectangle area under curve tall rectangle h min f Aa x h Aa x h max f min f Chabot College Mathematics 39 Aa x h Aa x h max f Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx min f Aa x h Aa x h max f As h gets smaller, min f and max f get closer together. lim h 0 Aa x h Aa x h f x 0 F a c initial value Take the anti-derivative of both sides to find an explicit formula for area. 40 of derivative! Aa a F a c d Aa x f x dx Chabot College Mathematics Aa This x isFthe xdefinition c F a c Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx min f Aa x h Aa x h max f As h gets smaller, min f and max f get closer together. lim h 0 Aa x h Aa x h f x Aa x F x c Aa a F a c d Aa x f x dx 0 F a c Aa x F x F a F a c Area under curve from a to x = antiderivative at x minus Bruce Mayer, PE Chabot College Mathematics antiderivative at a. 41 BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx ConCavity Sign Chart ConCavity Form d2f/dx2 Sign ++++++ Critical (Break) Points Chabot College Mathematics 42 −−−−−− a Inflection −−−−−− b NO Inflection ++++++ c Inflection Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx x Chabot College Mathematics 43 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot College Mathematics 44 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot College Mathematics 45 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot College Mathematics 46 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx Chabot College Mathematics 47 Bruce Mayer, PE BMayer@ChabotCollege.edu • MTH15_Lec-24_sec_5-3_Fundamental_Theorem.pptx