scpm1

binary set_covering

Submitter Variables Constraints Density Status Group Objective MPS File
Shunji Umetani 500000 5000 2.5e-03 open scp 542.0* scpm1.mps.gz

This is a random test instance generator for SCP using the scheme of the following paper, namely the column cost c[j] are integer randomly generated from [1,100]; every column covers at least one row; and every row is covered by at least two columns. see reference: E. Balas and A. Ho, Set covering algorithms using cutting planes, heuristics, and subgradient optimization: A computational study, Mathematical Programming, 12 (1980), 37-60. We have newly generated Classes I-N with the following parameter values, where each class has five instances. We have also generated reduced instances by a standard pricing method in the following paper: S. Umetani and M. Yagiura, Relaxation heuristics for the set covering problem, Journal of the Operations Research Society of Japan, 50 (2007), 350-375. You can obtain the instance generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark

Instance Statistics

Detailed explanation of the following tables can be found here.

Size Related Properties
Original Presolved
Variables 5e+05 5e+05
Constraints 5000 5000
Binaries 5e+05 5e+05
Integers 0 0
Continuous 0 0
Implicit Integers 0 0
Fixed Variables 0 0
Nonzero Density 0.0025 0.0025
Nonzeroes 6250000 6250000
Constraint Classification Properties
Original Presolved
Total 5000 5000
Empty 0 0
Free 0 0
Singleton 0 0
Aggregations 0 0
Precedence 0 0
Variable Bound 0 0
Set Partitioning 0 0
Set Packing 0 0
Set Covering 5000 5000
Cardinality 0 0
Invariant Knapsack 0 0
Equation Knapsack 0 0
Bin Packing 0 0
Knapsack 0 0
Integer Knapsack 0 0
Mixed Binary 0 0
General Linear 0 0
Indicator 0 0

Structure

Available nonzero structure and decomposition information. Further information can be found here.

value min median mean max
Components 0.30103
Constraint % 100 100 100 100
Variable % 100 100 100 100
Score 0.00000

Best Known Solution(s)

Find solutions below. Download the archive containing all solutions from the Download page.

ID Objective Exact Int. Viol Cons. Viol Obj. Viol Submitter Date Description
6 542 542 0 0 0 Yuya Hattori 2023-08-23 The solution was obtained by weighted local search with exploiting variable associations.
5 544 544 0 0 0 Peng Lin, Shaowei Cai, Mengchuan Zou, Jinkun Lin 2023-05-03 Computed by local search based on the paper Peng Lin, Shaowei Cai, Mengchuan Zou, and Jinkun Lin. “New Characterizations and Efficient Local Search for General Integer Linear Programming”, arXiv preprint arXiv:2305.00188 (2023).
4 554 554 0 0 0 Ishibashi Yasumi 2021-05-12 Obtained with NuOpt (https://www.msi.co.jp/nuopt/english/) by weighting local search with exploiting variable associations (WLS)
3 557 557 0 0 0 Yuji Koguma 2020-09-30 Obtained with a Tabu Search algorithm based on the paper, Koji Nonobe, Toshihide Ibaraki: “An Improved Tabu Search Method For The Weighted Constraint Satisfaction Problem,” INFOR, Vol.39, No.2, pp.131-151, 2001.
2 561 561 0 0 0 Shunsuke Kamiya 2020-05-17 Computed with weighting local search with exploiting variable associations (WLS) ([1]) [1] Umetani, Shunji. “Exploiting variable associations to configure efficient local search algorithms in large-scale binary integer programs.” European Journal of Operational Research 263.1 (2017): 72-81.
1 592 592 0 0 0 - 2018-10-12 Solution found during MIPLIB2017 problem selection.

Similar instances in collection

The following instances are most similar to scpm1 in the collection. This similarity analysis is based on 100 scaled instance features describing properties of the variables, objective function, bounds, constraints, and right hand sides.

Instance Status Variables Binaries Integers Continuous Constraints Nonz. Submitter Group Objective Tags
scpl4 open 200000 200000 0 0 2000 2000000 Shunji Umetani scp 259.0* binary set_covering
scpn2 open 1000000 1000000 0 0 5000 12500000 Shunji Umetani scp 490.0* binary set_covering
scpj4scip open 99947 99947 0 0 1000 999893 Shunji Umetani scp 128* binary set_covering
scpk4 open 100000 100000 0 0 2000 1000000 Shunji Umetani scp 320.0* binary set_covering
ex1010-pi open 25200 25200 0 0 1468 102114 M. Winkler 234.0* binary set_covering

Reference

No bibliographic information available

Last Update Mar 04, 2024 by Julian Manns
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