Introductory Combinatorics
5th Edition
ISBN: 9780136020400
Author: Richard A. Brualdi
Publisher: Prentice Hall
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Chapter 2, Problem 38E
To determine
The number of
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Question 4
An article in Quality Progress (May 2011, pp. 42-48) describes the use of factorial experiments to improve a
silver powder production process. This product is used in conductive pastes to manufacture a wide variety of
products ranging from silicon wafers to elastic membrane switches. Powder density (g/cm²) and surface area
(cm/g) are the two critical characteristics of this product. The experiments involved three factors: reaction
temperature, ammonium percentage, stirring rate. Each of these factors had two levels, and the design was
replicated twice. The design is shown in Table 3.
A222222222222233
Stir Rate
(RPM)
Ammonium
(%)
Table 3: Silver Powder Experiment from Exercise 13.23
Temperature
(°C)
Density
Surface Area
100
8
14.68
0.40
100
8
15.18
0.43
30
100
8
15.12
0.42
30
100
17.48
0.41
150
7.54
0.69
150
8
6.66
0.67
30
150
8
12.46
0.52
30
150
8
12.62
0.36
100
40
10.95
0.58
100
40
17.68
0.43
30
100
40
12.65
0.57
30
100
40
15.96
0.54
150
40
8.03
0.68
150
40
8.84
0.75
30
150…
Given sets X and Y and Z, can you prove that (X-(Y u Z)) u (Y-(X u Z)) is a subset of (X u Y) - (X intersection Y)
4. A car travels in a straight line for one hour. Its velocity, v, in miles per hour at six minute intervals is shown
in the table. For each problem, approximate the distance the car traveled (in miles) using the given method,
on the provided interval, and with the given number of rectangles or trapezoids, n.
Time (min) 0 6 12 18|24|30|36|42|48|54|60
Speed (mph) 0 10 20 40 60 50 40 30 40 40 65
a.) Left Rectangles, [0, 30] n=5
b.) Right Rectangles, [24, 42] n=3
c.) Midpoint Rectangles, [24, 60] n=3
d.) Trapezoids, [0, 24] n=4
Chapter 2 Solutions
Introductory Combinatorics
Ch. 2 - Prob. 1ECh. 2 - How many orderings are there for a deck of 52...Ch. 2 - In how many ways can a poker hand (five cards) be...Ch. 2 - How many distinct positive divisors does each of...Ch. 2 - Determine the largest power of 10 that is a factor...Ch. 2 - How many integers greater than 5400 have both of...Ch. 2 - In how many ways can four men and eight women be...Ch. 2 - In how many ways can six men and six women be...Ch. 2 - In how many ways can 15 people be seated at a...Ch. 2 - A committee of five people is to be chosen from a...
Ch. 2 - How many sets of three integers between 1 and 20...Ch. 2 - A football team of 11 players is to be selected...Ch. 2 - There are 100 students at a school and three...Ch. 2 - A classroom has two rows of eight seats each....Ch. 2 - At a party there are 15 men and 20 women.
How many...Ch. 2 - Prove that
by using a combinatorial argument and...Ch. 2 - In how many ways can six indistinguishable rooks...Ch. 2 - In how many ways can two red and four blue rooks...Ch. 2 - We are given eight rooks, five of which are red...Ch. 2 - Determine the number of circular permutations of...Ch. 2 - How many permutations are there of the letters of...Ch. 2 - A footrace takes place among four runners. If ties...Ch. 2 - Bridge is played with four players and an ordinary...Ch. 2 - Prob. 24ECh. 2 - A ferris wheel has five cars, each containing four...Ch. 2 - A group of mn people are to be arranged into m...Ch. 2 - In how many ways can five indistinguishable rooks...Ch. 2 - A secretary works in a building located nine...Ch. 2 - Prob. 29ECh. 2 - We are to seat five boys, five girls, and one...Ch. 2 - Prob. 31ECh. 2 - Determine the number of 11-permutations of the...Ch. 2 - Determine the number of 10-permutations of the...Ch. 2 - Determine the number of 11-permutations of the...Ch. 2 - List all 3-combintions and 4-combinations of the...Ch. 2 - Prob. 36ECh. 2 - A bakery sells six different kinds of pastry. If...Ch. 2 - How many integral solutions of
x1 + x2 + x3 + x4 =...Ch. 2 - There are 20 identical sticks lined up in a row...Ch. 2 - There are n sticks lined up in a row, and k of...Ch. 2 - In how many ways can 12 indistinguishable apples...Ch. 2 - Prob. 42ECh. 2 - Prob. 43ECh. 2 - Prove that the number of ways to distribute n...Ch. 2 - Prob. 45ECh. 2 - Prob. 46ECh. 2 - There are 2n + 1 identical books to be put in a...Ch. 2 - Prob. 48ECh. 2 - Prob. 49ECh. 2 - In how many ways can five identical rooks be...Ch. 2 - Consider the multiset {n · a, 1, 2, 3, … , n} of...Ch. 2 - Consider the multiset {n · a, n · b, 1, 2, 3, … ,...Ch. 2 - Find a one-to-one correspondence between the...Ch. 2 - Prob. 54ECh. 2 - How many permutations are there of the letters in...Ch. 2 - What is the probability that a poker hand contains...Ch. 2 - What is the probability that a poker hand contains...Ch. 2 - Prob. 58ECh. 2 - Prob. 59ECh. 2 - A bagel store sells six different kinds of bagels....Ch. 2 - Consider an 9-by-9 board and nine rooks of which...Ch. 2 - Prob. 62ECh. 2 - Four (standard) dice (cubes with 1, 2, 3, 4, 5, 6,...Ch. 2 - Let n be a positive integer. Suppose we choose a...
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- Given the functions A and B, can you prove that if B ◦ A is bijective, then A is injective and B is surjectivearrow_forward- + ++ Table 2: Crack Experiment for Exercise 2 A B C D Treatment Combination (1) Replicate I II 7.037 6.376 14.707 15.219 |++++ 1 བྱ॰༤༠སྦྱོ སྦྱོཋཏྟཱུ a b ab 11.635 12.089 17.273 17.815 с ас 10.403 10.151 4.368 4.098 bc abc 9.360 9.253 13.440 12.923 d 8.561 8.951 ad 16.867 17.052 bd 13.876 13.658 abd 19.824 19.639 cd 11.846 12.337 acd 6.125 5.904 bcd 11.190 10.935 abcd 15.653 15.053 Question 3 Continuation of Exercise 2. One of the variables in the experiment described in Exercise 2, heat treatment method (C), is a categorical variable. Assume that the remaining factors are continuous. (a) Write two regression models for predicting crack length, one for each level of the heat treatment method variable. What differences, if any, do you notice in these two equations? (b) Generate appropriate response surface contour plots for the two regression models in part (a). (c) What set of conditions would you recommend for the factors A, B, and D if you use heat treatment method C = +? (d) Repeat…arrow_forwardTerry has a square plot of land measuring 500 meters by 500 meters. She divided the land into 25 100-m by 100-m plots and created three raster maps showing the type of mineral, fruit tree, and energy available on each plot. Use the maps below to shade the blank maps according to each problem.arrow_forward
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