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Michigan - EECS - 203
EECS 203: Homework 3 SolutionsSection 2.1 1. (E) 8defg d) True e) True f) True g) False, since cfw_, cfw_ = cfw_. 2. (E) 22 a) No, since a power set should contains at least the empty set ; note that P () = cfw_. b) Yes, P (cfw_a) = cfw_, cfw_a. c) No, s
Michigan - EECS - 203
EECS 203 Homework 3 SolutionsSection 1.6 6. and(an odd number) 24. Proof by contradiction: Assume that at most two days are selected from any month and still select as least 25 days. To select as many days as possible, we can select two from each month.
Michigan - EECS - 203
EECS 203: Homework 4 SolutionsSection 2.4 1. (E) 4cd c) a0 = 8, a1 = 11, a2 = 23, a3 = 71 d) a0 = 2, a1 = 0, a2 = 8, a3 = 0 2. (E) 10ef e) The general formula for this sequence is an = (3 an-1 ) + 2, given that a0 = 0 Therefore, this sequence from n=0 to
Michigan - EECS - 203
EECS 203 HOMEWORK 4 SOLUTIONS 1. (M) Prove that the union of all elements of a power set of a set is the set itself.Let S be the original set and P(S) be the power set and UPS be the union of all elements of a power set. To Prove: S = UPS We p
Michigan - EECS - 203
EECS 203: Homework 5 SolutionsSection 3.2 1. (E) 2bcd b) f (x) is O(x2 ) with C = 2 and k =21000.c) f (x) is O(x ) with C = 1 and k = 1. Note that log x < x, so x log x < x2 . d) f (x) is not O(x2 ). Suppose there exist C and k such that x4 /2 Cx2 for
Michigan - EECS - 203
EECS 203: Homework 5 SolutionsSection 2.4 1. (E) 16bc b) 3 j -2 j = 3 j - 2 j 3 -1 2 -1 - 3-1 2-1 =9841-511 =9330 =j=0 9 j=0 9 j=0 8 88c) 23 j32 j j=08=2 3 j3 2 jj=0 j=08823 9-1 329 -1 = 3-1 2-1 =298413511 =212152. (E)n 2i 3 ji=1 j=1 m n
Michigan - EECS - 203
EECS 203: Homework 6 SolutionsSection 4.1 1. (E) 4 a) 13 = (1(1 + 1)/2)2 b) Evaluating both sides 1=1. So True. c) The inductive hypothesis is the statement P (k) : 13 + 23 + . + k 3 =k(k+1) 2 2.(k+1)(k+2) 2 2d) We need to prove that for all k 1, giv
Michigan - EECS - 203
EECS 203: Homework 7 SolutionsSection 5.1 1. (E) 24 a) Since the strings do not contain the same digit, there are 10 ways to choose the first digit, 9 ways to choose the second and so on. Therefore the answer is 10 9 8 7 = 5040. b) There are 10 ways to c
Michigan - EECS - 203
Homework 7 SolutionsSection 4.2 4. a)b) Assume for all c) d) for some non-negative i, j e) We have shown that the statement is true for several basis cases ( ) and that in the inductive steps all other cases are reducible to smaller cases, which are the
Michigan - EECS - 203
EECS 203: Homework 8 SolutionsSection 5.4 1. (E) 8 By binomial theorem, the coefficient of the term x8 y 9 in the expansion of (x + y)17 is 17 = 24310. 8 When considering the term x8 y 9 in the expansion of (3x + 2y)17 , let x = 3x and y = 2y, meaning th
Michigan - EECS - 203
Homework 8 Solutions Section 5.3 30 a). There are C(16,5) ways to choose a committee if there are no restrictions. There are C(9,5) ways to select a committee from just the 9 men. Therefore there are C(16,5) C(9,5) = 4242 committees with at least one woma
Michigan - EECS - 203
EECS 203: Homework 9 SolutionsSection 8.1 1. (E) 4 a) antisymmetric, transitive b) reflexive, symmetric, transitive c) reflexive, symmetric, transitive d) reflexive, symmetric 2. (E) 10 Only the relation in part (a) is irreflexive. 3. (E) 20 An asymmetri
Michigan - EECS - 203
EECS 203: Homework 9 SolutionsSection 3.8 1. (E) 4b[4 -1 -7 6 -7 -5 8 5 4 0 7 3]2. (E) 12a Let A and B be m x k matrices and C be a k x n matrix. By the definition of matrix sum, A+B is an m x k matrix such that each (i,j) entry is equal to aij + bij
Michigan - EECS - 203
EECS 203: Homework 10 SolutionsSection 8.4 1. (E) 2 When we add the pairs (x, x) to the given relation we have all of Z Z; in other words, we have the relation that always holds. 2. (E) 6 We form the reflexive closure by taking the given directed graph a
Michigan - EECS - 203
Homework 10Section 8.11.(M) 48a) Since R and S are both having all pairs like (x,x) where x is an element of set A the union will also have it. Thus R S is also reflexive. 48b) R S will be reflexive as both R and S have pairs like (x,x). 48c) R S will b
Michigan - EECS - 203
EECS 203: Homework 11 SolutionsSection 8.5 1. (E) 14 In order to show that R is an equivalence relation, we need to show that it is reflexive, symmetric and transitive. It is easy to see that R is reflexive since x has the same nth character as x for any
Michigan - EECS - 203
Homework 11 SolutionsSection 8.4 Initial Matrix Using cfw_a as an interior vertex Using cfw_a,b as interior vertices Using cfw_a,b,c as interior vertices Using cfw_a,b,c,d as interior verticesUsing cfw_a,b,c,d,e as interior verticesFinal AnswerSection
Michigan - EECS - 203
EECS 203: Homework 12 SolutionsSection 9.3 1. (E) 6,8 (6) a 0 1 0 1 0 b 1 0 0 1 1 c 0 0 0 1 1 d 1 1 1 0 0 e 0 1 1 0 0a b c d e(8) a 0 1 0 1 0 b 1 0 1 0 0 c 0 1 1 0 1 d 1 1 0 0 0 e 0 1 0 1 1a b c d e2. (E) 14 a 0 3 0 1 b 3 0 1 0 c 0 1 0 3 d 1 0 3 0a
Michigan - EECS - 203
EECS 203: Homework 12Instructions: The questions below come from the course textbook and are rated as (E)asy, (M)edium or (C)hallenging. Answer them as completely, concisely, and legibly as possible and your answers will be scored and weighted according
Michigan - EECS - 203
EECS 203: Homework 13 SolutionsSection 4.3 1. (E) 6cd c) This is not valid because, for example, f (2) can have many different values and still be consistent with the recursive definition. d) This is not valid for the opposite reason. There are no possib
Michigan - EECS - 203
Homework 6Section 1.31. (E) 10. If x > 1 then x3 < x4 . So clearly x3 is O(x4 ) for C=1 and k=1. But if x4 is O(x3 ) then x4 < C.x3 for some C and k. Dividing both sides by x3 we get x < C. Clearly this condition will not hold for all large x. 2. (E) (n
Michigan - EECS - 203
EECS 203: Homework 7Instructions: The questions below come from the course textbook and are rated as (E)asy, (M)edium or (C)hallenging. Answer them as completely, concisely, and legibly as possible and your answers will be scored and weighted according t
Michigan - EECS - 203
Mail : Inbox: EECS 203 001 LEC Teaching Questionnaires Submission C.https:/web.mail.umich.edu/blue/imp/message.php?actionID=print_messa.Date: From: To: Subject:Mon, 13 Dec 2010 00:10:40 -0500 [12:10:40 AM EST] um_evaluations@umich.edu Undisclosed Recip
Michigan - EECS - 203
Mail : Inbox: EECS 203 014 DIS Teaching Questionnaires Submission C.https:/web.mail.umich.edu/blue/imp/message.php?actionID=print_messa.Date: From: To: Subject:Mon, 13 Dec 2010 00:14:04 -0500 [12:14:04 AM EST] um_evaluations@umich.edu Undisclosed Recip
Michigan - EECS - 203
EECS 203 Exam 1 Practice ProblemsThese are some problems to help you study for the exam. They are not meant to simulate an exam, although some of the problems are similar in scope and difficulty to actual exam problems. Other problems may be a little har
Michigan - EECS - 203
EECS 203 Midterm #1 Review Multiple Choice QuestionsDiscrete Math JeopardyPropositional Predicate Sets and Logic Logic Functions100 200 300 400 500100 200 300 400 500100 200 300 400 500Propositional Logic: 100Of tautology, contingency, and contradi
Michigan - EECS - 280
Project1: How much car can you afford? EECS 280 Fall 2010 Due: Wednesday, January 19th, 11:59 PM Introduction This project will give you experience writing, compiling, and debugging a simple C+ program. You will gain experience with header files and
Michigan - EECS - 280
Project 2: Recursive Data Structures EECS 280 Winter 2011 Due: Tuesday, February 8th, 11:59 PM Introduction This project will give you experience writing recursive functions that operate on recursively-defined data structures and mathematical abstra
Iowa State - SCM - 301
CHAPTER 1Learning OutcomesLO 1 Define the term marketing LO 2 Describe four marketing management philosophies LO 3 Discuss the differences between sales and market orientations LO 4 Describe several reasons for studying marketingCo rpo rate S trate g y
Iowa State - SCM - 301
CHAPTER 2 Strategic Planning for Competitive Advantage AP IMAGES/JENNIFER GRAYLOCKLearning OutcomesLO 1 Understand the importance of strategic marketing and know a basic outline for a marketing plan LO 2 Develop an appropriate business mission statemen
Iowa State - SCM - 301
10 Mistakes That StartUp Entrepreneurs Make Going it alone Asking too many people for advice Spending too much time on product development, not enough on sales Targeting too small a market Entering a market with no distribution partner Overpaying for
Iowa State - SCM - 301
Module 2 Logistics Management(Inventory, Warehousing & Transportation)1Background: Logistics Management"The part of SCM that plans,implements, and controls the efficient, effective forward and reverse flow and storage of goods and services, related i
Iowa State - SCM - 301
CHAPTER 10Product Concepts iStockphoto.com/Nikolay TitovLearning OutcomesLO 1 Define the term product LO 2 Classify consumer products LO 3 Define the terms product item, product line, and product mix LO 4 Describe marketing uses of brandingLearning O
Iowa State - SCM - 301
CHAPTER 11 Developing and Managing Products imagesource/photolibraryLearning OutcomesLO 1 Explain the importance of developing new products and describe the six categories of new products LO 2 Explain the steps in the newproduct development process LO
Iowa State - SCM - 301
CHAPTER 12Services and Nonprofit Organization Marketing iStockphoto.com/Rafael Ramirez LeeLearning OutcomesLO 1 Discuss the importance of services to the economy LO 2 Discuss the differences between services and goods LO 3 Describe the components of s
Iowa State - SCM - 301
CHAPTER 13Marketing Channels EIGHTFISH/Stone/Getty ImagesLearning OutcomesLO 1 Explain what a marketing channel is and why intermediaries are needed LO 2 Define the types of channel intermediaries and describe their functions and activities LO 3 Descr
Iowa State - SCM - 301
CHAPTER 14 Supply Chain Management iStockphoto.com/Robert ByronLearning OutcomesLO 1 Define the terms supply chain and supply chain management, and discuss the benefits of supply chain management LO 2 Discuss the concept of supply chain integration and
Iowa State - SCM - 301
CHAPTER 15 Retailing EschCollection/Photonica/Getty ImagesLearning OutcomesLO 1 Discuss the importance of retailing in the U.S. economy LO 2 Explain the dimensions by which retailers can be classified LO 3 Describe the major types of retail operations
Iowa State - SCM - 301
CHAPTER 16 Integrated Marketing CommunicationsLearning OutcomesLO 1 Discuss the role of promotion in the marketing mix LO 2 Discuss the elements of the promotional mix LO 3 Describe the communication process LO 4 Explain the goal and tasks of promotion
Iowa State - SCM - 301
CHAPTER 17 Advertising and Public Relations iStockphoto.com/Lachlan CurrieLearning OutcomesLO 1 Discuss the effects of advertising on market share and consumers LO 2 Identify the major types of advertising LO 3 Discuss the creative decisions in develop
Iowa State - SCM - 301
CHAPTER 18 Sales Promotion and Personal Selling iStockphoto.com/Terry J AlcornLearning OutcomesLO 1 Define and state the objectives of sales promotion LO 2 Discuss the most common forms of consumer sales promotion LO 3 List the most common forms of tra
Iowa State - SCM - 301
CHAPTER 19 Pricing Concepts iStockphoto.com/ktsimageLearning OutcomesLO 1 Discuss the importance of pricing decisions to the economy and to the individual firm LO 2 List and explain a variety of pricing objectives LO 3 Explain the role of demand in pri
Iowa State - SCM - 301
CHAPTER 20Setting the Right Price BUENA VISTA IMAGES/THE IMAGE BANK/GETTY IMAGESLearning OutcomesLO 1 Describe the procedure for setting the right price LO 2 Identify the legal and ethical constraints on pricing decisions LO 3 Explain how discounts, g
Iowa State - SCM - 301
CHAPTER 22 ISTOCKPHOTO.COM/VALERIE LOISELEUX / ISTOCKPHOTO.COM/TORSTEN LORENZSocial Media and MarketingLearning OutcomesLO 1 Describe social media, how it is used, and its relation to integrated marketing communications LO 2 Explain how to create a so
Northern Michigan University - BI - 201
Anatomy Notes February 18, 2010 Cardiovascular system Several actions Function: contraction: the only function! As a result of the contraction, we have actions 3 primary actions 1. Transportation: movement of nutrients, wastes, gases, hormones, other meta
Northern Michigan University - BI - 201
Anatomy The Lymphatic System (Fig 23-1) Continuation of the cardiovascular system Composed of vessels Have same layers as arteries and veins Tunica interma Tunica media Tunica externa Delivers lymph Lymph: excess tissue fluid, interstitial fluid Similar t
Northern Michigan University - BI - 201
Human Anatomy Unit I V Lecture Notes: A. General Structure a. Upper Respiratory a.i. Nose (nasal cavities and sinuses) a.ii. Mouth (oral-accessory) a.iii. Pharynx (throat) b. Lower Respiratory b.i. Larynx b.ii. Trachea b.iii. Bronchi b.iv. Bronchioles b.v
Northern Michigan University - BI - 201
Anatomy Exam #1 1. 2. 3. 4. 5. 6. 7. The bones are classified according to? Shape The calcaneous membrane is separated from underlying structures by the? The endosteum does not do what? Line joint cavities A tissue type of cells that resemble hexagonal bo
Northern Michigan University - BI - 202
The respiratory system The respiratory system General Structures Upper Portion Ds Mouth Secondary structure Kldjf ;lkdsjf Larynx ;lkdsf Lkdfj Ds;lfkj Alveolar ducts and sacs Alveoli Functions Gas Excahnge Ventilation Protection Prevention of dehydration K
Northern Michigan University - BI - 202
Fig. 8.1Fig. 8.4Fig. 8.19Diencephalon Thalamus (~4/5 of diencephalon) relay station and integrating center for most input to cerebral cortex (all sensory except olfaction) Epithalamus (includes choroid plexus and pineal gland) Pineal gland melatonin on
Northern Michigan University - BI - 202
Peripheral Nervous System (PNS) Afferent Division Sensory neurons Efferent Division Motor neurons *Somatic motor neurons (cell bodies in the CNS and axons to skeletal muscles). *Autonomic motor neurons (two neurons in series) *Sympathetic division *Parasy
Northern Michigan University - BI - 202
September 28, 2010 a. Thick filaments a.i. Composed of just one protein: myosinHead and arm region are usually referred to as the cross-bridge Myosin, at the top, are sites that bind to actin Sites on head are ATP binding sites Head can act as an ATPase,
Northern Michigan University - BI - 202
BI 202 Human Physiology Physiology: study of biological function; how the body works Different levels of organization which physiology can be studied at: o Organism o Organ o Tissue o Cellular o Molecular Cells o We're made up of 75 trillion cells o Diffe
Northern Michigan University - BI - 202
Fig 6.1COMPOSITION OF EXTRACELLULAR AND INTRACELLULAR FLUIDSExtracellular Concentration mM Intracellular Concentration mMNa+ K+ Ca+ Mg+ ClHCO3Pi Amino Acids Glucose ATP Protein145 4 1 1.5 110 24 2 2 5.6 0 0.215 150 1.5 12 10 10 40 8 1 4 4Mechanisms
Northern Michigan University - BI - 202
Table 11.2Fig. 11.8Adenylate cyclaseFig. 11.9Fig. 11.10Fig. 11.11Fig. 11.4Fig. 11.5Fig. 11.6Fig. 11.7Fig. 11.12Fig. 11.13Posterior Pituitary Hormones Antidiuretic Hormone (ADH) (aka arginine vasopressin)Target tissue - kidneys Function - sti
Northern Michigan University - BI - 202
November 9, 2010 CHAPTER 16: RESPIRATION I. Respiratory Passagewaysa. Fig 16.4b. Anatomy b.i. Conducting Zone b.i.1. From nasal cavities, down through pharynx and trachea, down through bronchial tree, until get to respiratory bronchioles b.i.2. Function
Northern Michigan University - BI - 202
Fig. 12.32Fig. 12.33Fig. 13.10Fig 13.20Fig. 13.20Fig 13.18Fig. 13.18Fig 13.20Fig. 13.20Fig 13.20Fig. 13.20Fig 14.1Fig 13.19Fig. 13.21Fig 13.21Fig. 13.10Fig. 13.11Fig. 13.13Fig 13.14Fig. 13.14Fig. 13.26Fig. 14.16Fig. 13.27Fig. 13.28