I took the liberty of posting the parts and costs etc. below sourced from Digikey. I chose fairly good quality parts so you could probably end up a fair bit cheaper but don't forget to factor in shipping as it adds up quick across multiple orders.
Value Qty Part Number Each Total
0.47 16W =1 (A102127-ND) $3.06 $3.06
2.2K 2W =1 (RSMF2JT2K20CT-ND) $0.43 $0.43
82 2W =1 (RSMF2JT82R0CT-ND) $0.43 $0.43
0.33 2W =2 (RSF2JTR330CT-ND) $0.56 $1.12
1.5K 1W =1 (RSF1JT1K50CT-ND) $0.35 $0.10
220 1/2W =1 (CF12JT220RCT-ND) $0.14 $0.14
68 1/4W =1 (CF14JT68R0CT-ND) $0.10 $0.10
150 1/4W =1 (RNF14FTD150RCT-ND) $0.15 $0.15
1K 1/4W =3 (CF14JT1K00CT-ND) $0.10 $0.30
2.2K 1/4W =2 (CF14JT2K20CT-ND) $0.10 $0.20
10K 1/4W =5 (CF14JT10K0CT-ND) $0.10 $0.50
27K 1/4W =2 (CF14JT27K0CT-ND) $0.10 $0.20
33K 1/4W =1 (CF14JT33K0CT-ND) $0.10 $0.10
56K 1/4W =1 (CF14JT56K0CT-ND) $0.10 $0.10
Total = $7.18
5K trimmer =1 (3296W-502LF-ND) $2.41 $2.41
20K trimmer =1 (3296W-203LF-ND) $2.41 $2.41
100K trimmer =1 (3296W-104LF-ND) $2.41 $2.41
10K 10 turn pot =2 (987-1523-ND) $11.99 $23.98
Total = $31.21
15000uF 63V =1 (399-5658-ND) $16.04 $16.04
47uF 50V =2 (ESW476M100AH2AA) $0.48 $0.96
10uF 50V Film =1 (399-5999-ND) $2.70 $2.70
220nF film =1 (399-6037-ND) $0.30 $0.30
100nF film =2 (399-5861-ND) $0.22 $0.44
330pF ceramic =1 (399-4173-ND) $0.40 $0.40
100pF ceramic =2 (399-9707-ND) $0.44 $0.88
Total = $21.72
6-10A 50V =1 (GBPC15005FS-ND) $2.86 $2.86
1N4148 =6 (1N4148TACT-ND) $0.10 $0.60
1N4001 =1 (1N4001FSCT-ND) $0.18 $0.18
BZX79C5V6 =1 (BZX79C5V6-ND) $0.13 $0.13
BZX85C10 =1 (BZX85C10-ND) $0.22 $0.22
LED =1 (365-1189-ND) $0.14 $0.14
Total = $4.13
2N4401 =1 (2N4401-ND) $0.22 $0.22
BC557 =1 (BC557BGOS-ND) $0.38 $0.38
BD139 =1 (BD13910S-ND) $0.46 $0.46
2N3055 =2 (2N3055GOS-ND) $2.34 $4.68
TLE2141 =3 (296-10456-5-ND) $1.81 $5.43
Total = $11.17
28V 4.6A 130VA =1 (237-1281-ND) $27.34 $27.34
Grand Total = $102.75
$102.75, HOLY CRAP!!!
Let's look at this though. Source your own transformer, 2N3055's, big filter cap, trimmers and pots, bridge rectifier, and 0.47R resistor.
Transformers can be had many places and used isn't usually an issue as long as it can supply 28V @ 4A. You can get 2N3055's elsewhere cheaper if you look, just avoid the counterfeit ones. I'd recommend not skimping on the filter cap but the value I got was 15,000uF, the design only calls for 12,000uF so you could probably save something there. The trimmers and pots I used are all 10 turn versions and rather expensive. You can get away with single turn versions if you'd like for much, much cheaper. I used 10 turn trimmers so that the PS can be calibrated more accurately and 10 turn pots for better resolution. You can get away with a much cheaper bridge rectifier, I over engineered here by a lot. You can also get a non-aluminum resistor for this, the design calls for 0.47R @ 10W. I couldn't find a 10W aluminum resistor at 0.47R so I went up. I'm glad I did though, it gets hot under load.
You ready for this? $17.56 if you take out everything I just said you can source elsewhere. You can get even cheaper if you order the more common values in bigger quantities but cheaper is relative here because you're still spending money. This cost is for only the quantity of components required.