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CRICOS00099F Financial Management
Creation date：2024-05-29 17:35:32
Belonging category：金融Finance
Financial Management

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Financial Management

Exercise 1
Australian Land Ltd is planning a rights issue to raise funds. The subscription price is $16.50
and they want to raise $4,125,000. The current market price of their shares is $18.00 and there
are currently 1,750,000 shares on issue.
Q1 - How many new shares need to be issued to raise the funds required?
Shares to issue = Amount to be raised / subscription price
= 4 125 000 / 16.50
= 250 000 shares
Q2 - How many shares will entitle each holder to purchase one new share in the rights issue?
Number of shares needed = number of shares currently on issue / number of new shares
= 1 750 000 / 250 000
= 7 shares
Financial Management
Revision Questions
Exercise 1
Q3 - What is the value of a right?
R0 = n × (M – S) ÷ (n + 1)
= 7 × (18 – 16.5) ÷ (7 + 1)
= $1.3125
Q4 - What would the ex-rights price per share be if the rights issue is fully subscribed?
X = (n × M + S) ÷ (n + 1)
= (7 × 18 + 16.5) / (7+1)
= $17.81
Financial Management
Revision Questions
Exercise 2
Q1 - Cash Discounts: If a supplier offers a 1.5% discount for payment of an account within 21 days
or net 60 (1.5/21, N60), what is the effective interest rate if you do not pay until 60 days after receipt
of the account?
Ø Paying on the 60th day is equivalent to paying interest of $1.5 on a $98.5 loan:
Ø 1.5 / 98.5 = 0.0152 on a 39-day loan. Note that 60 – 21 = 39 days loan
Ø EAR = (1 + i)m − 1 = (1.0152)365/39 − 1 = 0.1516 = 15.16%
Q2 - Economic Order Quantity: The estimated demand for the widgets for the coming year is 25,000,
order costs are $200 per order and carrying costs are $8 per widget. What is the EOQ?
Q* = (2 × T × F ⁄ CC)0.5 = (2 × 25 000 × 200/8)0.5 = 1 118 widgets
Financial Management
Revision Questions
Exercise 3
AY Ltd is looking at two different capital structures to finance the start of its operations.
Structure A: Long term debt of $100,000 paying a 16% coupon and 100,000 shares issued at $2.00
each.
Structure B: Long term debt of $200,000 paying a 17% coupon and 50,000 shares issued at $2.00
each.
AY Ltd pays tax @ 30%. What is the break-even EBIT?
Financial Management
Revision Questions
Exercise 3
Break-even Point when EPSA = EPSB. Therefore:
[(EBIT - 16,000)(1 - 0.30)] / 100,000 = [(EBIT - 34,000)(1 - 0.30)] / 50,000
Divide both sides by (1 - 0,30) and 10,000
(EBIT - 16,000) / 10 = (EBIT - 34,000) / 5
Multiply both sides by 10
EBIT – 16,000 = (EBIT - 34,000) × 10/5
-EBIT = 16,000 - 68,000
EBIT = 52,000
Financial Management
Revision Questions
Exercise 4
An investor has sought the advice of a financial planner to add some shares to his holding of
government bonds. The bonds are worth $30,000 and pay a return of 3.6% p.a. The investor and the
planner have agreed that he should invest $120,000 in four companies, as indicated by the table
below.
Q1 - Calculate the expected return of the combined portfolio consisting of the shares and the original
holding of government bonds.
Q2 - Calculate the beta of the combined portfolio consisting of the shares and the original holding of
government bonds.
Financial Management
Revision Questions
Company Return Beta Amount invested
ABC Ltd 14.80% 1.6 $40,000
DEF Ltd 11.65% 1.15 $20,000
GHI Ltd 9.20% 0.8 $30,000
JKL Ltd 8.85% 0.75 $30,000
Exercise 4
Q1 - Calculate the expected return of the combined portfolio consisting of the shares and the original
holding of government bonds.
Ø First we need to work out the weights of each investment.
Ø Total amount invested = 40 + 20 + 30 + 30 + 30 = 150
wABC = 40/150 = 0.27
wDEF = 20/150 = 0.13
wGHI = 30/150 = 0.2
wJKL = 30/150 = 0.2
wGOV = 30/150 = 0.2
Ø The E[RP] is:
E[RP] = 0.27×14.8% + 0.13×11.65% + 0.2×9.2% + 0.2×8.85% + 0.2×3.6% = 9.84%
Financial Management
Revision Questions
Exercise 4
Q2 - Calculate the beta of the combined portfolio consisting of the shares and the original holding of
government bonds.
Ø Now we can calculate the beta of the portfolio:
βP = 0.27×1.6 + 0.13×1.15 + 0.2×0.8 + 0.2×0.75 + 0.2×0 = 0.8915
Financial Management
Revision Questions
Exercise 5
If ABC Ltd has a Beta of 1.6 and expected return of 14.8%. What is the return on the market based
on the assumption that ABC is trading in equilibrium and the risk free rate is 3.6%?
RABC = Rf + ABC × (Rm − Rf)
14.8% = 3.6% + 1.6(Rm – 3.6%)
14.8% = 3.6% + 1.6Rm - 5.76%
16.96% = 1.6Rm
Rm = 10.6%
Financial Management
Revision Questions
Exercise 6
SHT, an Australian company, is considering an investment in the U.S. Interest rates in Australia are
currently 6.5% p.a., whilst in the U.S. they are 5.0% p.a. The current AUD/USD exchange rate is
0.8500.
Q1- Based on interest parity, what would you forecast the spot AUD/USD exchange rate to be one
year from now and after two years?
E(St) = S0 × [(1+Rtc) ÷ (1+Rc)]t
E(S1) = S0× [(1+Rtc)/(1+Rc)]1 = 0.85× [ (1.05)/(1.065)] = 0.8380
Q2- Based on interest parity, what would you forecast the spot AUD/USD exchange rate to be after
two years?
E(S2) = S0× [(1+Rtc)/(1+Rc)]2 = 0.85× [ (1.05)/(1.065)]2 = 0.8262
Financial Management
Revision Questions
Exercise 7
An investment in the US costs USD 5 million, with expected cash inflows of USD 3.4 million in year 1
and USD 4.8 million in year 2. Currently, interest rates in Australia are 6.5% p.a., whilst in the U.S.
they are 5.0% p.a. The required rate of return for a similar investment in Australia is 12% and the
current AUD/USD exchange rate is 0.8500. What is the NPV of the investment?
1- Compute the RRRtc: [(1 + 0.12) × (1+0.05) ÷ (1+0.065)] − 1 = 0.1042
2- Calculate the NPV using the foreign currency CFs and RRRtc = −5 + 3.41 + 0.1042 ! + 4.81 + 0.1042 " = 2.02
3- Convert the NPV to AUD: 2.02 1 0.85 = .
Financial Management
Revision Questions
Exercise 8
Executive Air Charter is considering the expansion of its operations and needs to calculate its cost of
capital for the new venture. Executive Air Charter has $5, 7% preference shares, with a book value
of $200 million. The last sale of Executive Air Charter’s preference shares was at a price of $3.50.
Q1 - What is the market value of Executive Air Charter’s preference shares?
First we need to find the number of shares on issue:
Number of shares = book value of shares / issue price = 200 000 000 / 5 = 40 000 000 shares
The market price of the preference shares is then
P = 40 000 000 x 3.5 = $140 000 000
Q2 - What is the required rate of return on Executive Air Charter’s preference shares?
Rp = D/P
Rp= [0.07 x 5 / 3.5] = 0.1 = 10%
Financial Management
Revision Questions
Exercise 9
What is the weighted average cost of capital for Air Charter if they have a target capital structure of
34% debt and 13% preference shares? The market required rate of return on debt is 6%, preference
shares 10% and equity 18%. The tax rate is of 30%.
Equity financing =1 – (0.34+0.13) = 0.53
WACC = 0.34 x 0.06 x (1-0.3) + 0.53 x 0.18 + 0.13 x 0.1 = 0.1227 = 12.27%
Financial Management
Revision Questions
Exercise 10
RRC is to replace its aging plant maker. The new plant will cost $300,000 and will have a life of four years.
RRC’s latest loan was negotiated at 8%. RRC is looking to lease the plant. The lease has four payments
annually in advance of $80,000 plus a residual payable at the end of the lease (year 4) of $30,000. The tax
deprecation for this type of plant is three years straight line. RRC estimates the plant will be worth $15,000
at the end of the four years.
Q1 - What are the cash flows from leasing for years 0 to 3? -56,000
Q2 - What are the cash flows from leasing for year 4? -10,500
Financial Management
Revision Questions
0 1 2 3 4
Lease Payment -80 -80 -80 -80
Tax Saving 24 24 24 24
Residual -30
Sale of Machine 15
Tax 4.5
Total -56 -56 -56 -56 -10.5
ü 4-year lease with annual payments of
$80,000, payable in advance
ü Tax savings 80000 x 30% = $24000
ü Residual value $30000 and resale value
$15000
ü Loss on sale (30000 - 15000) x 30% = 4500
Exercise 11
AIJ is considering constructing a new warehouse. The construction cost for the warehouse is $650,000.
Fittings will cost an additional $575,000. The warehouse will be built on land AIJ purchased for $200,000 a
few years ago, and which is currently worth $375,000. The value of the land is expected to double over the
10-year life-span of the warehouse and the tax rate is 30%. AIJ has paid Sydney Consulting $148,000 to
design the warehouse and has arranged to finance the cost of the construction with a 12% p.a. interest-
only loan requiring payments of $180,000 per year. AIJ will sell one of its vans if it moves to the new
warehouse. It would sell one which is fully depreciated for tax purposes and that could be sold for $8,000.
In addition, moving to the new warehouse would yield a once-off reduction in inventory of $970,000. What
are the cash flows at the start?
Financial Management
Revision Questions
Exercise 11
The construction cost for the warehouse is $650,000. Fittings will cost an additional $575,000.
Outflow at the start
The warehouse will be built on land AIJ purchased for $200,000 a few years ago, and which is currently
worth $375,000.
Opportunity cost. Outflow at the start
The value of the land is expected to double over the 10-year life-span of the warehouse and the tax rate is
30%.
Inflows at the end
AIJ has paid Sydney Consulting $148,000 to design the warehouse
Sunk cost. Ignore
Financial Management
Revision Questions
Exercise 11
Has arranged to finance the cost of the construction with a 12% p.a. interest-only loan requiring payments
of $180,000 per year.
Financing decisions. Ignore
AIJ will sell one of its vans if it moves to the new warehouse. It would sell one which is fully depreciated for
tax purposes and that could be sold for $8,000.
Inflow, start
In addition, moving to the new warehouse would yield a once-off reduction in inventory of $970,000.
Inflow at the start (and outflow at the end)
Financial Management
Revision Questions
Exercise 11
Cash flow at the start
Land -375,000
Warehouse -650,000
Fixtures & fittings -575,000
Sale Delivery truck 8,000
Tax on sale (0-8000)30% -2,400
Inventory 970,000
Total -624,400
Financial Management
Revision Questions
Exercise 12
What is the Net Present Value (NPV), Profitability Index (PI) and payback period of the following
cashflows if the required return is 12%?
Financial Management
Revision Questions
Spring 2021
YEAR AMOUNT $
0 -27 000
1 7 000
2 4 000
3 5 000
4 5 000
5 21 000
Exercise 12
Q1 - What is the Net Present Value (NPV) of the cashflows from the table below if the required return is
12%?
Q2 - What is the Profitability Index (PI) of the cashflows from the table below if the required return is 12%?
Q3 - What is the payback period of the cashflows from the table below if the required return is 12%?
Financial Management
Revision Questions
YEAR AMOUNT Pay back PV @12%
0 - 27,000 - 27,000 - 27,000
1 7,000 - 20,000 6,250
2 4,000 - 16,000 3,189
3 5,000 - 11,000 3,559
4 5,000 - 6,000 3,178
5 21,000 15,000 11,916
NPV 1,091
Profitability index = (NPV + initial cost)/initial cost
PI = (1091+27,000)/27,000
PI = 1.04
Payback Period is
4 years plus part of 5
= 4 + 6000/21000
= 4.3 years
Exercise 13
Janet invests $15,000 in a five year term deposit with her bank at an interest rate of 5.5% p.a. If she
makes no withdrawals during the five-year period and interest is added to the account each year, how
much will she receive in five years’ time?
FV = PV ( 1 + i )n = 15,000 × (1.055)5 = $19,604.40
Financial Management
Revision Questions
Exercise 14
Your uncle has a superannuation policy that promises to pay $1,250,000 on his 60th birthday. He is
currently 35 years old. The fund earns 12% p.a., compounding monthly. What is the value of his policy
today?
Ø Number of years to be discounted: 60 - 35 = 25
Ø Number of compounding periods: n = 25 × 12 = 300
Ø Per period interest rate: i = 0.12 ÷ 12 = 0.01
Ø Future value: FV = $1,250,000
Solution
PV = FV × (1 + i)-n = 1,250,000 × (1+ 0.01)-300
= $63,168.11
Financial Management
Revision Questions
Exercise 15
What is the price of a $100,000 ten-year bond that was issued two years ago, if it will mature in eight
years’ time? Interest is paid semi-annually, and the last coupon payment was made yesterday. The coupon
rate is 12% p.a., with semi-annual compounding. The yield is 14% p.a., with semi-annual compounding.
c = 0.12 ÷ 2 = 0.06
i = 0.14 ÷ 2 = 0.07
n = 8 × 2 = 16
FV = $100,000
PMT = c × FV = 0.06 × 100,000 = $6,000
• Solution:
PV = PMT × [(1 − (1 + i)-n) ÷ i] + FV × (1 + i)-n
= 6,000 × [(1 – (1 + 0.07)-16) ÷ 0.07] + 100,000 × (1 + 0.07)-16
= $90,553.35
Financial Management
Revision Questions
Exercise 16
The preference shares of a company are currently trading for $15.60 per share. What is the required
return on the company’s preference shares, if the annual preference dividend is $1.50 per share?
P0 = D1 ÷ r ⟹ r = D1 ÷ P0 = 1.5 ÷ 15.60
= 0.0962 (or 9.62%)
Financial Management
Revision Questions
Exercise 17
An investor has been offered shares in CHC, a new business venture. For the first four years of its
operation, CHC does not expect to pay a dividend, as it plans to expand its business. At the end of Year 4,
the managers of CHC expect to pay the first dividend of $0.50. They then expect the dividend to grow
indefinitely at a rate of 12% p.a. What price should the investor pay for CHC shares, if he expects a return
of 40% p.a. on his investment?
!______!______!______!______!______! ➠ ∞
0 1 2 3 4 5
$0.50 $0.50 × 1.12
The share price at the end of Year 3 is
P3 = D4 ÷ (r − g) = 0.50 ÷ (0.40 - 0.12) = $1.7857
Hence, the share price today is:
P0 = P3 × (1 + r)-3 = 1.7857 × (1.40)-3 = $0.65
Financial Management
Revision Questions
Exercise 18
Katana Industries intends to purchase new equipment for its factory, at a cost of $240,000. The equipment
is expected to produce the following cost reductions:
• $140,000 reduction in Year 1
• $80,000 reduction in Year 2
• $60,000 reduction in Year 3
• $20,000 reduction in Years 4 and 5
What is the NPV if the required rate of return for such an investment is 11% p.a.?
The NPV of the investment is
NPV = -240,000 + 140,000 × (1.11)-1 + 80,000 × (1.11)-2 + 60,000 × (1.11)-3 + 20,000 × (1.11)-4
+ 20,000 × (1.11)-5
= $19,971.05
Since NPV > 0, Katana should purchase the equipment
Financial Management
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CSCI262 SCC.311 COMP8101 IAB320 CHC5028 TSP ICC565 CS512 320SC COMP2396 COMP207 SVM BSCH EECS 2101 COMP3230 CEG3136 INFO 3440 EE3009 MGT7174 COMP 3334 ECON20120 Econ 702 CFRM 505 CS4001 CSE 328 AMATH 482 ENG2008 MATH39522 DTS101TC CSC318 EDUC 124 NBA 5110 ECON0125 ELEC7310 EEP101 ECE 777AE MDS 6112 Bioc0036 ACCFIN5246 STA 404 CFRM505 Chinese 2241G MATH 376 AUENV 218 ELEC0006 ACCT 3230 FIN3020 ENVM3115 CMPSC 464 EE 4233 CST 8284 ENGI 2211 EEB240 COMP52715 PHYS1120 ECON0019 MAT187 FINN1037 CSci 5421 7SSMM803 STAT 400 LUBS5996M ELC5216 STATS 4A03 ENGG1003 BADM 3661 DATA423 ST332 ECO2121 6406ELE IB3K20 CSE 465 CSE115 CMPUT 206 ecs150 INU1111 QM222 DTS204TC MATH2319 CPT108 SENG6110 MATH3041 INFS3604 MA 4704 CIVIL 750 EEEE4123 CS 3800 comp3511 MEC206 CSCI-UA.202 IOM 302 NBS8295 BMS 201 ECON 3018 ESE 605 ADM3225 STAT7038 Economics 409 ECON 503 MSE800 4SSMN902 IEOR E4106 FRE6831 ISE 563 MATH 451 ECON0001 COMPSCI369 CITS4402 MA1608 MQBS1030 MUSC1982 CITS4012 ACC202 BAFI1026 MA117 ECON5074 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270M CIS 3207 Programs CSCI 2132 CS270 CSE-381 COMP3230A CIS 212 CSI 333 FINM 326 FINM-36702 Introduction to Software Analysis EEE102 GNG1106 ECS 60 CS 161 CSCI851 CSE1222 EDPS0249 TCHR5003 ANTA02 BBUS1SBY SOSC 1140 MDIA2091 FINS3641 INSY 661 ITEC3040 CPSC 481 computer DEE3519 COMP304 CSE536 Microtheory OFFICE 280 CIVE50003 COSC2673 ECS784U CMPSC/MATH 455 AMA 505 CSE 158 BUS1040 FIT3179 FIT5202 Math 104A Math 111A MBUS107 COMPSCI 761 COMP3710 COMPSCI 316 COMP559 COMP557 CP1 1902 COMP 310 ECED 3403 COMPX523 AGCM 3103 EMET 7001 ENGR3821 CISC 124 IPC comp20005 CS 323 CS105 STAT 326 MATH4007 CS4551 COMP1000 ACIT 4640 ENVX3002 CS2034 FC712 algorithms CSCI 4155 CSI4142 POL 850 MATH20811 2B03 CSCI803 Economies COMP 2016 Architect TRADE INFO1110 FIT1043 networks Robotics ICS 31 ECEC-301 FIT2099 CS 3640 CSE1010 Computational COMP1001 CSE 231 CS10 FIT5166 CSE 400 CSCI561 Math 350 CO-496 ENGG6400 CSCI 1133 COMP3055 MATH 819 CSE 6363 CIS 555 CS4420 COMP0037 ECS 140A Spanning Tree Protocol network 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4061 ECON 8820 INT104 ITE3713 CS551J ECM1410 CSMBD21 COMP 2012 CISC221 Code SCC312 COMP639 CMPSC 221 system COMP3217 COMP1721 ENG5056 Math 466 COMP0039 MFIN 5400F FINN40915 EENG31400 MODL5007M ​EEET 3050 EEET 3050 Quantitative Methods mathematics COMP1921 FIN3309 VE311 ESCI 1908 FIT5057 COSC2446 COMPUTING Math 110A EE 567 MATH10098 CISC642 EE10134 ECE 321 MTH2051 SIT 281 EEE3314 ELEC273 COMP5930M CE322 ELEC270 EE5101 MCEN90008 MTSC 887 Probability ENGN4528 MAE 424 MA2552 EBU5303 CHEM10600 EBU6018 ELEC2103 ELEE 5200 CSE 535 COMP6528 IS6153 IS3S664 BUSANA 7003 QTS0109 ECO3152B ENGR 227 LCSCI4208 MATH32051 ECS776P MGMT3004 N1551 JAVA ROB-6213 TNS3113 BEEM062 COMP47670 4SSMN903 BST 833 COEN 146 BASC0003 CAS EC501 Networks CSIT940 ELEC372 ACCFIN5034 Math 3527 DATA4000 INT102 FND109 MMM071 ROB6213 ETF5650 ECON 445 QMSS 301 Econ 320 PHY 4390 FIN 111 FINN41615 ECS 116 MTH6158 IOE 552 STA 141B Math 413 ECON3016 Physics 4303 Numerical BFF5270 EECS 111 FINANCE 251 COMP814 MGSC 410 ECON0051 EBU5376 STAT6118 ECON 20110 COMU7000 average acceleration BUSI4412 BFF3121 BIT233 ECMM462 ETC3430 DESN2348 INTE2584 ENME502 MA3XJ INTE2627 MA2815 MA3AM L0101 Math 3MB3 CPCCBC4004 EEEM061 0502E220 APPLIED 6SSMN310 ENV 3310 PM2PCOL3 CONS6201 MATH502 FIT5003 EEEN313 MATH3001 MECH3460 ECON30009 COSC1252 Assembler COMP 3023 ENGG7601 COMP20005 COMP SCI 1103 ICSI 402 INF2C CS320 COMPSCI7064 ECE 3220 PROGRAMMAMING MIPS Computer Science 2413 AM3611 MSOA TE2101 FFT CMPSC-121 CSE 109 COMP SCI 7064 HCI CMP-5013A CCN2042 COMP3400 EEEN30052 CO4215 EE101 KIT107 CSE 421 CSE521 MCD4720 EECS 280 MIT 403 GRPC VG101 APiE EECE 1080C FIT3143 CSE 325 ISOM 3029 CS3307 State SIT255 Engineering MQF Modelling ACX3150 SIA322 ACCT90004 COMU7201 MGMT90018 WRIT1000 COMP3702 BISM1201 COMP7505 IDEA9106 CSE3SMT BFC5926 BFC5280 BFC5935 QBUS3330 ECON3700 IFN521 ECON2121 COSC2626 MA413 DDES9903 ENGG1300 COMP9337 CO2201 ACCT2002 ICM289 MMM054 MSBA-204 DIGM707 CSC2250 Econ312 EVAT python CAN404 LUBS2840 CSCI-GA.2250 COMSM0093 COMP281 AFM 333 IBUS1001 CP2501 Math 105A VE320 TEC101 SOCY2166 COM240 EFIM20033 ENGI4467 EFIM20034 EC 979 BE432 7EJ502 CSSE6400 COMP90025 Econ 312 ENG2031 ECO0006 EXERSCI 207 CAN209 ECO 137W FT312 ECO 2199 MATH32052 BDW4213 APS 360 SAS 6 CHME0017 PO92Q Economics 01AV MATH39512 MATH 5486 COMP8620 ISE102 ECON235 ECON 206 FI 345 PHAY0020 MATH0099 MATH0085 EFB106 PHY 134 MAE115 circuits Chemistry CSE12 MATH-UA 233 PHAS0038 COMP2140 CONMGNT 7049 COMP151101 ECON 485 ACX5903 ENGN6536 ARCH1162 Law PHAS0042 CCF1C03 MATH 351 Phys 139 AG942 MGT001371 APH106 ECON1051 MA4AM MA3Z7 NUMBER THEORY REST0006 SESS0026 STAT0023 TABL 2741 CMP4008Y EFIM10015 Acct 560 PSYC735 GEOG 5 ACCT3104 CSEC5616 PHIL1012 ITLS6111 ECON8022 5CCM226A compX123 MA4XJ R001 EWB LLP120 COMP643 ENG 103 ECON 23950 ACCT 207 FINC 616 Bio99 Math 137A Psychology BCPM0054 MATH20212 EC3450 CENV6141 PSY 205 CE335 CS365 Calculus ACSD INFT6800 MCIT INFO6030 PHYS 111LV H63EEJ ECON2151 ENGI 2181 MTRX1701 PLIT08009 CS240 Math 270 CMP7000A CMP-7038B Math 263 LAW3016 CS371 STAT 334 FIN0008 ACC3004 STAT 371 ​COMP1921 MTH201 ACCT2000 UN3412 CIV6000 MATHS 3021 MATE7014 ECON1 CIBC6035 LAW121G COMM 321 CSC8204R TTM2033 CSCI 2600 MAE 115 LNG302 CENV6175W1 ECON30019 CPS2015 BST969 DDES9015 AMATH242 CS 1151 N1592 ACCT600 EG503G SMM519 EC318 Ecstatistics EEE 471 MARK2051 Topology COM00037H ACCT3000 MTHM501 EG501V COM00055H BUSN9085 GGR273 MATH 2B ITD102 MA214 ECON0060 ECE3114 ECMM447 Mechanics CCT361H5S BSAN3210 WELF2001 Fin3001 RESP5001 STA 137 Linguistics 101 CSCI368 CMPSC497 LUBS3655 OMBA 5355 BUSM2562 ​BFF5902 CYBR7001 CULT2005 ECON 7720 MTRX3760 FSE598 ​LUE1001 MGSC 7100 CS3240 COSC7500 ACCT3091 INFOGR TRAN 2080 DESIGN CIVE215001 CIVE2360 CPSC 8430 FNCE2003 Stoichiometry INFS6023 Quantitative Method Math 21D ECE5179 Design ​ECON8022 Chemical DMS 213 ADM1370 BFF5902 BFF2701 AGRI10051 AMN400 ECON7322 ​FINC5090 ​MATH1052 ​SciComp Elec4622 ​FINS5516 ENG 101 MMM143 CS431CA2 BSAN2201 EBSC7070 ES9v9-10 PLIN0009 DATA 8 MATH 101 BCPM0097 ​MAT 237 BISM2201 EEE8099 Physics 11 ECE2238B Biostat 234 ​ECON30009 INF10025 CHEM252 CCMA4008 CIVE 3007 STAT0031 ELEC ENG 3108 MGMT90140 CHEM 252 STAT3016 MMM095 ​MMGT6016 Legal STAT 311 ELEC9764 COMP 370 TCS 3053 EECS 1021 FIT1051 C/C++ EE3C COMP2003J COM398 COMP51915 Simulator FIN42330 8PRO102 PGD ELEC5160 XJCO1921 COMP5123M INFS 2042 CHE1148H ECA5313 IN3329 Microsoft Modeling B15 2TT COMP3687 COMP2432 DMS2030 KAN4TSF CFKG CSE 5322 CSE 445 STATS 3DA3 CHC5223 COMP1048 EL3105 EECS 3221 CS231 ME 4434 ITP4510 ITP4501 CSCI 5708 Controller EECE 5699 CPEN 231L CPN programs CSC8016 MATU9D2 ENGN4213 2. SVM. (10 points) Consider an SVM classifier using RBF kernel, and finish the following python code to search for the optimum kernel parameter γ. You are required to calculate the RBF function and search yourself, instead of using functions in Scikit-Learn (sklearn). def parameter search(gamma list ,Xtr,ytr,Xts,yts ,...): """ Parameters gamma list: A list of RBF kernel parameter gamma to search for Xtr: Training data, shape (ntr,nrow,ncol) ytr: Training labels, shape (ntr,) Xts: Test data, shape (nts,nrow,ncol) yts: Test labels, shape (nts,) ... Add other parameters as needed Returns: gamma optimum: The gamma with minimum error on Xts, yts """ ... return gamma optimum
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