Data underlying the paper: Two modified adaptive parameter conjugate gradient methods for unconstrained optimization
doi: 10.4121/24164726-614c-45ac-bcdc-a32f11119416
This dataset contains data used for the article "Two modified adaptive parameter conjugate gradient methods for unconstrained optimization" Wenjun Luo, and Zezhong Wu.
MDYHS.csv and MDYHSCD.csv correspond to the MDYHS method and MDYHS method in the first class of methods proposed in this paper respectively.
CSDCG(O=1).csv, CSDCG(O=gg).csv, CSDCG(O=-sg).csv, and CSDCG(O=sy).csv respectively correspond to the cases of O=1, O=gg, O=-sg, and O=sy of the second method proposed in this paper.
ACGSSV.csv, ADHCG.csv, ADHCG.csv, and NACGM.csv are other CG methods for comparison.
where
--Problem Indicates the name of the problem in the CUTEest library
--Dims represent the dimension of the problem
--Method Indicates the method used to solve the problem
--x is the optimal solution
--Func is the value of the function at x
--Grad represents the infinite norm of the gradient of the function at x
--Nfunc represents the number of function evaluations
--Ngrad represents the number of gradient evaluation
--Iter represents the number of iterations
--Seconds indicate the running time
--StateCode indicates whether the status is abnormal, where 1 indicates success.
- 2023-05-09 first online, published, posted
DATA
- 1,427 bytesMD5:
8150fe80130050cd17d57957e5c9dd10
README.txt - 193,061 bytesMD5:
b72738d751280f74f5f6457c5890e804
ACGSSV.csv - 191,487 bytesMD5:
4154496fd77ce9cd3608c77606c69397
ADHCG.csv - 190,808 bytesMD5:
eecea335d132e483420c830f23ee9a21
CG_decent.csv - 184,188 bytesMD5:
5f297b188cdb0cdc2fc9115ee7c60415
CSDCG(O=-sg).csv - 193,757 bytesMD5:
13a139c6aa30df67381bf7576a6641a4
CSDCG(O=1).csv - 183,022 bytesMD5:
4c3aeb875e5e2e4f15efd496ee01b002
CSDCG(O=gg).csv - 182,715 bytesMD5:
18e35d939bcfede681b6e7385f92b9e3
CSDCG(O=sy).csv - 191,084 bytesMD5:
c83a428147badfbf35bb76c6340573f6
MDYHS.csv - 192,497 bytesMD5:
1c12f4cf2f1481d463bce25b3fdbdb64
MDYHSCD.csv - 195,719 bytesMD5:
59e518c65ee4c846212302ee9fc2a381
NACGM.csv -
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1,899,765 bytes unzipped