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Course: CHE 141, Fall 2010
School: SUNY Stony Brook
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of Applications Aqueous Equilibria Buffers A Very Important Buffer Copyright Houghton Mifflin Company. All rights reserved. 8a2 Human blood is a buffered solution Source: Visuals Unlimited Copyright Houghton Mifflin Company. All rights reserved. 8a3 What is Needed to Make a Buffer? A. A weak acid B. A weak base C. A strong acid and a strong base D. A weak acid and a weak base E. Blood, sweat, and tears...

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of Applications Aqueous Equilibria Buffers A Very Important Buffer Copyright Houghton Mifflin Company. All rights reserved. 8a2 Human blood is a buffered solution Source: Visuals Unlimited Copyright Houghton Mifflin Company. All rights reserved. 8a3 What is Needed to Make a Buffer? A. A weak acid B. A weak base C. A strong acid and a strong base D. A weak acid and a weak base E. Blood, sweat, and tears Copyright Houghton Mifflin Company. All rights reserved. 8a4 What Solutes Make Blood a Buffer? CO2 (aq) + H2O = HCO3- + H+ H2PO4- = HPO4= + H+ Proteins: RNH3+ = RNH2 + H+ The total phosphate concentration is about 20 mM; bicarbonate about 24 mM. The pH is buffered at 7.4. Copyright Houghton Mifflin Company. All rights reserved. 8a5 Pure water at pH 7.00 What happens if we add 0.01 mol of NaOH (0.4 g) to 1 L of pure water? Copyright Houghton Mifflin Company. All rights reserved. 8a6 What is the pH of 0.01 M NaOH? A. 10-2 B. 2 C. 7 D. 9 E. 12 Copyright Houghton Mifflin Company. All rights reserved. 8a7 When 0.01 mol NaOH is added to 1.0 L of pure water, the pH jumps to 12.00! Copyright Houghton Mifflin Company. All rights reserved. 8a8 An Acetate Buffer Suppose we have 1 L of acetate buffer, containing 0.5 M. acetic acid and 0.5 M. sodium acetate? Henderson-Hasselbalch Equation: pH = pKa + log([base]/[acid]) pH = 4.74 = pKa of acetic acid. [H+] = 1.8 x 10-5 = Ka of acetic acid Copyright Houghton Mifflin Company. All rights reserved. 8a9 A digital pH meter shows the pH of the buffered solution to be 4.74 Copyright Houghton Mifflin Company. All rights reserved. 8a10 How does it respond to base? If we add 0.01 mole NaOH (0.4 g) to 1 L of this buffer, how does the pH change? Remember that the neutral water pH changed from 7 to 12. Copyright Houghton Mifflin Company. All rights reserved. 8a11 When a strong acid or base is added to a buffered solution, deal first with the stoichiometry of the resulting reaction. After the stoichiometric calculations are done, then consider the equilibrium calculations. This procedure can be represented as follows: Copyright Houghton Mifflin Company. All rights reserved. 8a12 OH- ions are not allowed to accumulate but are replaced by A- ions. The strong base OH- reacts with the strongest available acid, in this case acetic acid, forming acetate ion. Copyright Houghton Mifflin Company. All rights reserved. 8a13 When the OH- is added, the concentrations of HA and Achange, but only by small amounts. Under these conditions the [HA]/[A-] ratio and thus the [H+] stay virtually constant. Copyright Houghton Mifflin Company. All rights reserved. 8a14 Acetate Buffer Initially, [HOAc] = [OAc-] = 0.50 M. Add 0.01 mol OH-. [HOAc] 0.50 0.01 = 0.49 M [OAc-] 0.50 + 0.01 = 0.51 M pH = pKa + log([base]/[acid]) pH = 4.74 + log(0.51/0.49) = 4.76 Change = +0.02 rather than +5. Copyright Houghton Mifflin Company. All rights reserved. 8a15 Le Chatelier strikes again! Note that these buffer calculations describe another example of Le Chateliers Principle. Suppose we have 0.10 M HF, Ka = 7.2 x 10-4, pKa = 3.14. HF = H+ + F What is the pH of this solution? Ka = [H+][F-]/[HF] = x2/(0.10 x) x = 0.012 M; pH = 1.91 If we add F-, it represses the ionization. There is less H+ and a higher pH. Copyright Houghton Mifflin Company. All rights reserved. 8a16 Le Chteliers principle for the dissociation of HF HF (aq) = H+ (aq) + F- (aq) It shouldnt be a surprise that adding a base (F-) to a solution reduces the acidity. Copyright Houghton Mifflin Company. All rights reserved. 8a17 If [HF] = [F-] = 0.10 M, Ka of HF = 7.2 x 10-4 What is the pH? A. pH = 1.91 B. pH = 3.14 C. pH = 4.0 D. pH = 7.2 Copyright Houghton Mifflin Company. All rights reserved. 8a18 Can you explain buffers to a History major? Adding the base OH- to a buffer converts the acid HA to the base A-. Adding the acid H+ to a buffer converts the base A- to the acid HA. So if theres just as much total base or acid as there was before adding the OHor H+, how come the pH doesnt change much? Copyright Houghton Mifflin Company. All rights reserved. 8a19 Which buffer is better? If we wish to hold the pH of a solution at 7.00, which buffer would be most effective? (pKa of acid form) A. Acetic acid/acetate (4.84) B. Formic acid/formate (3.75) C. H3PO4/H2PO4- (2.12) D. H2PO4-/HPO4= (7.21) E. HPO4=/PO43- (12.67) Copyright Houghton Mifflin Company. All rights reserved. 8a20 Which buffer is better? If we wish to hold the pH of a solution at 7.0, which buffer would be most effective? A. 0.01 M H2PO4-/HPO4= B. 0.05 M H2PO4-/HPO4= C. 0.1 M H2PO4-/HPO4= D. 0.2 M H2PO4-/HPO4= E. 0.5 M H2PO4-/HPO4= Copyright Houghton Mifflin Company. All rights reserved. 8a21 Titration Titration curves of weak acids and bases illustrate the buffering effect. Source: American Color Copyright Houghton Mifflin Company. All rights reserved. 8a22 Volume of 0.1 M NaOH added (mL) to 50 mL 0.2 M HNO3 Copyright Houghton Mifflin Company. All rights reserved. 8a23 Figure 8.1: The pH Curve for the same Titration Strong acid + strong base: no buffering at midpoint. Copyright Houghton Mifflin Company. All rights reserved. 8a24 pH Curve for Titration of 50.0 mL 0.10 M Acetic Acid with 0.10 M NaOH There is a buffering region around halfequivalence Note: The pH is not 7 at the equivalence point. Why not? . Copyright Houghton Mifflin Company. All rights reserved. Buffer region 8a25 pH Curves for the Titrations of Acids of Varying Strengths Halfway to the equivalence point, [HA] = [A-], so pH = pKa, from the H-H equation. Copyright Houghton Mifflin Company. All rights reserved. 8a26 pH Curve for Titration of NH3 with HCl Buffer region Weak base + strong acid, so pH at equivalence is on the acidic side. Copyright Houghton Mifflin Company. All rights reserved. 8a27 The indicator phenolphthalein is pink in base and colorless in acid. Copyright Houghton Mifflin Company. All rights reserved. 8a28 Structure of Phenolphthalein - H+ - All acid-base indicators are themselves acids or bases, with the unusual property that the conjugate forms have different colors due to a structural change. Copyright Houghton Mifflin Company. All rights reserved. 8a29 The useful pH ranges for several common indicators Copyright Houghton Mifflin Company. All rights reserved. 8a30 pH Curve for Titration of HCl with NaOH The titration curve is so steep between pH 4 and 10 that either indicator will give a satisfactory result. Copyright Houghton Mifflin Company. All rights reserved. 8a31 pH Curve for Titration of Acetic Acid with NaOH The pH at the end point is 8.72. Methyl red will give a very diffuse color change around 40 mL rather than the correct 50 mL. Phenolphthalein will work well. Copyright Houghton Mifflin Company. All rights reserved. 8a32 Choice of Indicator Which indicator would be best for showing the end point in a titration of a weak base with a strong acid? Phenolphthalein, pKa = 9 Bromthymol blue, pKa = 7 Bromcresol green, pKa = 5 Whichever doesnt clash with your outfit. 8a33 A. B. C. D. Copyright Houghton Mifflin Company. All rights reserved. Solubility Equilibria For dissolution of a covalent substance, the reaction is simply Whatever (s) = Whatever (aq) The equilibrium expression is just K = [Whatever]. This is a pretty trivial case. Copyright Houghton Mifflin Company. All rights reserved. 8a34 Solubility Equilibria: MX (s) = M+ + X For dissolution of a solid salt MX, Ksp = [M+][X-] (normal Keq expression) Your PSY major friend looks at this and asks if a more soluble salt always has a numerically larger Ksp than a less soluble salt. What do you tell her? Copyright Houghton Mifflin Company. All rights reserved. 8a35 How Soluble is BaSO4? Ksp for BaSO4 = 1.5 x 10-9 BaSO4 (s) = Ba2+ (aq) + SO42- (aq) A. 1.5 x 10-9 M. B. 2.25 x 10-18 M. C. 3.9 x 10-4 M. D. 3.9 x 10-5 M. E. 0.75 x 10-9 M. Copyright Houghton Mifflin Company. All rights reserved. 8a36 How Soluble is Barium Sulfate? Ksp for BaSO4 = 1.5 x 10-9 BaSO4 (s) = Ba2+ + SO42 Solubility = [Ba2+] = [SO42-] = x x2 = 1.5 x 10-9, so x = 3.9 x 10-5 M = 39 M Low solubility allows BaSO4 to be used for X-ray imaging without causing barium poisoning. Copyright Houghton Mifflin Company. All rights reserved. 8a37 An X ray of the Colon using Barium Sulfate Suspension for Visualization Source: Photo Researchers, Inc. Copyright Houghton Mifflin Company. All rights reserved. 8a38 How Soluble is PbCl2? PbCl2 (s) = Pb2+ + 2 Cl Ksp = 1.6 x 10-5 A. 1.6 x 10-2 M. B. 2.0 x 10-3 M. C. 4.0 x 10-3 M. D. 1.6 x 10-5 M. Copyright Houghton Mifflin Company. All rights reserved. 8a39 How Soluble is PbCl2? PbCl2 (s) = Pb2+ + 2 ClKsp = 1.6 x 10-5 Ksp = [Pb2+][Cl-]2 = (x)(2x)2 = 1.6 x 10-5 4x3 = 1.6 x 10-5 x3 = 4.0 x 10-6 x = 1.6 x 10-2 = 0.016 M. or 16 mM Copyright Houghton Mifflin Company. All rights reserved. 8a40 The Trouble with Ksp Calculations What anions form insoluble salts? Review from Chapt. 4: Some halides (Ag+, Pb2+, Hg22+) Some sulfates (Ba2+, Pb2+, Ca2+) These are salts of strong acids, and the dissolution reaction is fairly well represented by M+X- = M+ + X-, so Ksp calculations are fairly valid in these cases. 8a41 Copyright Houghton Mifflin Company. All rights reserved. The Trouble with Ksp Calculations Other mostly insoluble salts: Anion OHS= CO3= PO33Copyright Houghton Mifflin Company. All rights reserved. Conj. Acid H2O HSHCO3HPO3= Acid pKa 14 19 12 14 8a42 The Trouble with Ksp Calculations Ksp calculations assume that all that happens is M+X- (s) = M+ + X- . What really happens when you dissolve a salt of a weak acid? Upon dissolving, X- + H2O = HX + OH-, for which Kb = Kw/Ka. If your chemical are assumptions invalid, your mathematical conclusions wont be valid either. Copyright Houghton Mifflin Company. All rights reserved. 8a43 The Trouble with Ksp Calculations Example: CdS (s): Ksp = 1 x 10-28 If solubility = Ksp, then it = 1 x 10-14 M. If we recognize that the main reaction involves acid-base reaction, CdS (s) + H2O = Cd2+ + HS- + OH-, K = KspKw/Ka2 = (10-28)(10-14)/10-19 = 10-23 Solubility = [Cd2+] = 2.2 x 10-8 M. Copyright Houghton Mifflin Company. All rights reserved. 8a44 The Trouble with Ksp Calculations In addition to complications of acidbase reactions of basic anions, several other phenomena can perturb results of Ksp calculations: Stable ion-pairs may exist in solution Complex ions may form, such as AgX2 In cases of carbonates and sulfides, CO2 and H2S may evaporate from solutions. Hydroxides may precipitate. Copyright Houghton Mifflin Company. All rights reserved. 8a45 Solubility in a Buffered Solution What is the solubility of CdS (Ksp = 1.0 x 10-28) in a solution buffered at pH 6? We have already calculated that the solubility in water is about 2.16 x 10-8 M., with the main reaction being CdS (s) + H2O = Cd2+ + HS- + OH In this solution, [OH-] = [Cd2+] = 2.2 x 10-8 M, so pH = 7.66. Copyright Houghton Mifflin Company. All rights reserved. 8a46 Solubility in a Buffered Solution If the pH is held at 6 by buffering, do you expect the CdS to be more soluble or less soluble than in pure water? More soluble Less soluble About the same I have no clue. 8a47 A. B. C. D. Copyright Houghton Mifflin Company. All rights reserved. Solubility in a Buffered Solution The pKa values for H2S are 7 and 19. What will be the principal form of sulfide at pH 6? H-H: pH = pKa + log([base]/[acid]) 6 = 7 + log([HS-]/[H2S]) So log([HS-]/[H2S]) = -1; [H2S]/[HS-] = 10 and H2S will account for 90% of the dissolved sulfide. Copyright Houghton Mifflin Company. All rights reserved. 8a48 Solubility in a Buffered Solution The principal reaction upon dissolving CdS will be: CdS (s) + 2 H+ Cd2+ + H2S Ksp CdS(s) Cd2+ + S= S= + H+ HSK = 1/K2 HS- + H+ H2S K = 1/K1 Overall K = Ksp/K1K2 = (10-28)/(10-7)(10-19) = 10-2 Solubility = [Cd2+] = [H2S] = x Copyright Houghton Mifflin Company. All rights reserved. 8a49 Solubility in a Buffered Solution [Cd2+][H2S]/[H+]2 = 10-2 x2/(10-6)2 = 10-2 x2 = 10-14, so x = 10-7 M at pH 6 This is about 5 times more soluble than the value (2.16 x 10-8 M.) for water. At pH 5, solubility = 10-6 M. At pH 4, solubility = 10-5 M. At pH 1, solubility = 0.01 M. Many sulfides are quite soluble at pH 1. 8a50 Copyright Houghton Mifflin Company. All rights reserved. Formation of Complex Ions Most transition metal cations form complex ions by associating with ligands in solution. Ligands include anions, :NH3, and H2O: Ag+ + Cl- = AgCl (s) But AgCl (s) + Cl- = AgCl2-, so Ag+ is more soluble in a solution with a large excess of Cl-. Copyright Houghton Mifflin Company. All rights reserved. 8a51 Formation of Complex Ions AgCl is also soluble in fairly concentrated aqueous ammonia. AgCl (s) = Ag+ + Cl- Ksp = 1.6 x 10-10 Ag+ + NH3 = Ag(NH3)+ K1 = 2.1 x 103 Ag(NH3)+ + NH3 = Ag(NH3)2+ K2 = 8.2 x 103 Solubility of AgCl in water: 1.3 x 10-5 M. What is solubility in 1M NH3? Copyright Houghton Mifflin Company. All rights reserved. 8a52 Formation of Complex Ions For the reaction AgCl(s) + 2 NH3 = Ag(NH3)2+ + Cl-, K = KspK1K2 = (1.6 x 10-10)(2.1 x 103)(8.2 x 103) = 2.8 x 10-3 We assume that little Ag(NH3)+ or Ag+ exists in solution; so [Ag(NH3)2+] = x x2/(1 2x)2 = 2.8 x 10-3 x = 0.042 M. (>> 1.3 x 10-5 in water). Copyright Houghton Mifflin Company. All rights reserved. 8a53 Open-Heart Surgery How does chemistry come into the surgical picture? Life is chemistry; chemistry is life. Copyright Houghton Mifflin Company. All rights reserved. 8a54 Open-Heart Surgery During open-heart surgery, the heart is stopped by chilling, and the patient is sustained on a heart-lung machine. After the surgical repairs are complete, the surgeon must close and restart the heart. A significant danger is that air bubbles will be left behind when the heart is closed up. Copyright Houghton Mifflin Company. All rights reserved. 8a55 Open-Heart Surgery CO2 Flooding Bubbles lead to air aneurysms: they get stuck in tiny arteries and block blood flow. If this happens in the lungs or brain, the consequences can be deadly. In order to alleviate these problems, the practice of carbon dioxide flooding is widely practiced nowadays. Copyright Houghton Mifflin Company. All rights reserved. 8a56 Open-Heart Surgery CO2 Flooding The surgeon passes a large volume of gaseous CO2 over the incision before closing. But CO2 is a suffocant! Why does the surgeon do this? How does it help? The gas fills the cavity, displacing air. Why? Copyright Houghton Mifflin Company. All rights reserved. 8a57 Open-Heart Surgery CO2 Flooding At a given temperature and pressure, what is the relationship between gas density and molar mass M? A. ~ M B. ~ M2 C. ~ 1/M D. Theres no relationship. Copyright Houghton Mifflin Company. All rights reserved. 8a58 Open-Heart Surgery CO2 Flooding PV= nRT = (m/M)RT m = mass Density = m/V = M(P/RT) This also follows from Avogadros principle. CO2 is 44/29 as dense as air, so it settles into the surgical cavity, displacing air. Copyright Houghton Mifflin Company. All rights reserved. 8a59 Open-Heart Surgery - Gas Solubilities At 1 atm and 35C in pure water: N2: 0.016 g/kg (0.57 mM) O2: 0.035 g/kg (1.1 mM) CO2: 1.17 g/kg (26.6 mM) Why is CO2 more soluble? Copyright Houghton Mifflin Company. All rights reserved. 8a60 Open-Heart Surgery - Gas Solubilities At 1 atm and 35C in pure water: N2: 0.016 g/kg (0.57 mM) O2: 0.035 g/kg (1.1 mM) CO2: 1.17 g/kg (26.6 mM) Why is CO2 more soluble? CO2 + H2O = HCO3- + H+ What is the pH of water saturated with 1 atm. CO2 at 25 C? Ka = 4.3 x 10-7 8a61 Copyright Houghton Mifflin Company. All rights reserved. Open-Heart Surgery CO2 Flooding What is the pH of water saturated with 1 atm. CO2 at 25 C? Ka = 4.3 x 10-7 and [CO2] = 26.6 mM. About 4 About 5 About 7 Above 7 8a62 A. B. C. D. Copyright Houghton Mifflin Company. All rights reserved. Open-Heart Surgery CO2 Flooding Of course, blood, being buffered, cannot drop to such a low pH. Keeping the pH around 7 makes the CO2 more soluble. In effect, the CO2 dissolves in the blood and tissues at the surgical site and is transported, when circulation is restored, to the lungs, where it is exhaled. Copyright Houghton Mifflin Company. All rights reserved. 8a63 Open-Heart Surgery CO2 Flooding Blood in the lungs is at slightly lower pH because binding of oxygen to hemoglobin releases some H+. The lower pH makes CO2 less soluble, so it is efficiently exhaled. Displacing air by CO2 at the surgical site assures that gas remaining in the closed heart will be soluble and will therefore not form bubbles. Copyright Houghton Mifflin Company. All rights reserved. 8a64 Problem 8-135 What is the pH of aq. NH4+ X- ( with X- a weak base)? Why isnt it dependent on concentration? NH4+ + X- = NH3 + HX Keq = [NH3][HX]/[NH4+][X-] We find that pH = {pKa(NH4+) + pKa(HX)}/2 Copyright Houghton Mifflin Company. All rights reserved. 8a65 Problem 8-135 A. B. C. D. So what is the pH of ammonium acetate? pKa (NH4+) = 9.25; pKa (HOAc) = 4.75 4.75 9.25 4.50 7.00 8a66 Copyright Houghton Mifflin Company. All rights reserved. Problem 8-135 At pH 7, what is the ratio of [NH3]/[NH4+]? (Use H-H Equation) 178 1/178 2.25 1/2.25 A. B. C. D. Copyright Houghton Mifflin Company. All rights reserved. 8a67 Problem 8-135 [acetate]/[acetic acid] is also 178/1. Almost all the material in an ammonium acetate solution is in the form of the ions NH4+ and C2H3O2- . This is also true of substances with both acidic and basic groups in the same molecule: they exist predominantly in +/- forms called zwitterions. Copyright Houghton Mifflin Company. All rights reserved. 8a68 Amino Acids Amino acids are essential nutrients, from which our proteins are assembled. Although commonly written in uncharged forms, they are actually zwitterions under normal conditions: CH3 O H2N OH H3N + CH3 O O - alanine as commonly drawn Copyright Houghton Mifflin Company. All rights reserved. as it exists 8a69 Self-Neutralizing Species The equation pH = (pK1 + pK2)/2, which we derived for salts of weak acids + weak bases, also applies to solutions of partially neutralized polyprotic acids. They have the same property of selfneutralization: 2 H2PO4- = H3PO4 + HPO4=. For this reaction, K = KA2/KA1 10-5. pH = (pKA1 + pKA2)/2 = (2.12 + 7.21)/2 = 4.67. Copyright Houghton Mifflin Company. All rights reserved. 8a70 Ink Jet Chemistry How is it possible to spray water-based ink onto paper and make a permanent document which doesnt smudge when touched by moist fingers? An application of acid-base chemistry. The ink is at pH 8-10. The dye is in the form of a water-soluble ammonium salt, {Dye}-CO2- NH4+ . Copyright Houghton Mifflin Company. All rights reserved. 8a71 Ink Jet Chemistry When the dye is sprayed onto the paper, the acid in the paper neutralizes some of the salt to form the waterinsoluble {Dye}-COOH. The remaining ammonium ions are in equilibrium with ammonia, which evaporates when the ink is exposed to air, fixing the image on the paper. {Dye}-CO2- NH4+ = {Dye}-CO2H + NH3 Copyright Houghton Mifflin Company. All rights reserved. 8a72 Pro-Jet Fast Black 2 O O - NH4 + + NH4 O - N N O NH N O + NH4 O NH2 O - S O This black dye combines into one molecule groups that absorb all three primary colors. Copyright Houghton Mifflin Company. All rights reserved. 8a73
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13. Trade Deficit Effects on Exchange Rates Every month, the U.S. trade deficit figures are announced. Foreign exchange traders often react to this announcement and even attempt to forecast the figures before they are announced. a. Why do you think the tr
UNC Greensboro - BUS - 110
Management Information SystemsUNIT VI Lesson 39 - Tutorial on ERP Packages and SoftwaresA Short SAP Tutorial What is SAP?SAP is the leading Enterprise Information and Management Package worldwide. Use of this package makes it possible to track and mana
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Assignment 2ACTSC231 (Mathematics of Finance), FALL 2010 Due: October 22(Friday) Hand in to the instructor in class To earn the credit of the assignment, you need to justify your answer. Simply listing the nal answer is unacceptable. I might only select
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Calculus 3Course Notes for MATH 237 Edition 4.1J. Wainwright and D. Wolczuk Department of Applied MathematicsCopyright: J. Wainwright, August 1991 2nd Edition, July 1995 D. Wolczuk, 3rd Edition, April 2008 D. Wolczuk, 4th Edition, September 2009Conten
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Assignment 3ACTSC231 (Mathematics of Finance), FALL 2010This assignment consists of two parts. In the rst part, you need to work out eleven questions that are in the same style as in the previous two assignments. In the second part, you need to use Exce
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Assignment 3 Part II [15 points]This is an updated version on Nov 18, 2010 Instructions: You need to submit one Excel le that contains all your answers in the Drop Box on the UW-ACE web site. You need to use a dierent sheet within your Excel le for each
Waterloo - MATH - 235/237
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Chapter 1. The Growth of MoneyACTSC231 Mathematics of FinanceDepartment of Statistics and Actuarial Science University of Waterloo Fall 2010Instructor: Chengguo WengC. Weng (c2weng@uwaterloo.ca) p. 1/3Interest(p10) Monday has time value investment
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Chapter 2. Equations of Value and Yield RatesACTSC231 Mathematics of FinanceDepartment of Statistics and Actuarial Science University of Waterloo Fall 2010Instructor: Chengguo WengC. Weng (c2weng@uwaterloo.ca) p. 1/1Simple Eq. of ValueEq. of value
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Waterloo - MATH - 235/237
Solution to Problem Set 32 4Q1. P V = 100 exp 2 0t dt + 100 exp 0t dt4= 100 exp 0(0.05 + 0.01t)dt + 100 exp 0 2 t=0(0.05 + 0.01t)dt4 t=0= 100 exp 0.05t + 0.005t2+ 100 exp 0.05t + 0.005t2= 100 e0.12 + 100 e0.28 = 164.27. Q2. (i) A simple in
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Problem Set 4: ACTSC 231 Mathematics of Finance, Fall 2010 Q1. (a) Noticing formulae sn i+ 1 sn = i+i i(1 + i)n 1 1 vn = and an i = , we immediately have i i 1(1+i)n 1 i(1+i)ni [(1 + i)n 1] + i i(1 + i)n i = = = (1 + i)n 1 (1 + i)n 1 (1 + i)n 1 = 1 .
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Problem Set 5-solution: ACTSC 231 Mathematics of Finance, Fall 2010 Q1. The present value of this perpetuity-due is 1, 000v n = 6, 561; a where v = 9/10 i.e. d = 1/10. We know that = 1/d = 10. Thus, a n= ln(6, 561/10, 000) = 4. ln 0.9Q2. We rst need to n
Waterloo - MATH - 235/237
Math 235 1. Short Answer ProblemsTerm Test 1 Solutions[2] a) By considering the dimension of the range or null space, determine the rank and p(0) the nullity of the linear mapping T : P2 R2 , where T (p(x) = . p(1) Solution: Range(T ) = R2 since T (1 x)
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Math 235 1. Short Answer ProblemsTerm Test 2 Solutions[2] a) Let B = cfw_v1 , . . . , vk be an orthonormal basis for a subspace S of an inner product space V . Dene projS and perpS . Solution: Let v V , then projS (v ) and perpS (v ) are the unique vec
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Math 235Assignment 0Due: Not To Be Submitted1. Determine projv x and perpv x where a) v = (2, 3, 2) and x = (4, 1, 3). b) v = (1, 2, 1, 3) and x = (2, 1, 2, 1). 2. Prove algebraically that projv (x) and perpv x are orthogonal. 3. Solve the system z1 (1
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Math 235Assignment 1Due: Wednesday, May 12th1. Let A be an m n matrix and B be an n p matrix. a) Prove that rank(AB ) rank(A). b) Prove that rank(AB ) rank(B ). c) Prove that if B is invertible, then rank(AB ) = rank(A). 2. Let T : V W be a linear mapp
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Math 235Assignment 1 Solutions1. Let A be an m n matrix and B be an n p matrix. a) Prove that rank(AB ) rank(A). Solution: Since the rank of a matrix is equal to the dimension of its column space, we consider the column space of A and AB . Observe that
Waterloo - MATH - 235/237
Waterloo - MATH - 235/237
Math 235Assignment 2 Solutions1. For each of the following linear transformations, determine a geometrically natural basis B and determine the matrix of the transformation with respect to B . a) perp(2,1,2) Solution: Pick v1 = (2, 1, 2). We want to pick
Waterloo - MATH - 235/237
Math 235Assignment 3Due: Wednesday, May 26th1. For each of the following pairs of vector spaces, dene an explicit isomorphism to establish that the spaces are isomorphic. Prove that your map is an isomorphism. a) P3 and R4 . b) The vector space P = cfw
Waterloo - MATH - 235/237
Math 235Assignment 3 Solutions1. For each of the following pairs of vector spaces, dene an explicit isomorphism to establish that the spaces are isomorphic. Prove that your map is an isomorphism. a) P3 and R4 . Solution: We dene L : P3 R4 by L(a3 x3 + a
Waterloo - MATH - 235/237
Math 235Assignment 4Due: Wednesday, Jun 2nd1. Prove that the product of two orthogonal matrices is an orthogonal matrix. 2. Prove that if R is an orthogonal matrix, then det R = 1. Give an example of a matrix A that has det A = 1, but is not orthogonal
Waterloo - MATH - 235/237
Math 235Assignment 4 Solutions1. Prove that the product of two orthogonal matrices is an orthogonal matrix. Solution: Let P and Q be orthogonal matrices. Then we have (P Q)T (P Q) = QT P T P Q = QT Q = I, since P T P = I and QT Q = I . Thus P Q is also
Waterloo - MATH - 235/237
Waterloo - MATH - 235/237
Math 235Assignment 5 Solutionsa) Use the Gram-Schmidt process to produce an orthonormal basis for S . 2 1 1 0 1 0 Solution: Denote the given basis by z1 = , z2 = , z3 = . Let w1 = z1 . 1 1 1 1 1 1, 1 2 1 1 1 0 1 3 z2 w1 Then, we get w2 = z2 projw1 (z2 )
Waterloo - MATH - 235/237
Waterloo - MATH - 235/237
Math 235Assignment 6 Solutions1. Show that the following are equivalent for a symmetric matrix A: (1) A is orthogonal (2) A2 = I (3) All the eigenvalues of A are 1 Solution: (1) (2) (2) (3) If A is orthogonal then I = AAT = AA, since A is symmetric. Av
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Math 235Assignment 7Due: Wednesday, June 30th1. For each quadratic form Q(x), determine the corresponding symmetric matrix A. By diagonalizing A, Write Q so that it has no cross terms and give the change of variables which brings it into this form. Cla
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Math 235Assignment 7 Solutions1. For each quadratic form Q(x), determine the corresponding symmetric matrix A. By diagonalizing A, Write Q so that it has no cross terms and give the change of variables which brings it into this form. Classify each quadr
Waterloo - MATH - 235/237
Waterloo - MATH - 235/237
Math 235Assignment 8Due: Wednesday, July 14th1. Sketch the graph of 9x2 + 4xy + 6y 2 = 21 showing both the original and new axes. Solution: The corresponding symmetric matrix is polynomial is C ( ) = 9 2 = 2 15 + 50 = ( 10)( 5). 2 6 A 1 I = 1 2 1 2 . 2
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Math 235Assignment 9Due: Wednesday, July 21st1. Suppose that a real 2 2 matrix A has 2 + i as an eigenvalue with a corresponding 1+i eigenvector . Determine A. i 0 2 1 2. Determine a real canonical form of A = 2 2 1 and give a change of basis matrix 0