machine for mixed-integer linear programming (MILP) computation

We received an inquiry from a customer who performs mathematical analysis of metabolism regarding a computational machine for research on in vivo metabolic networks.
I would like a configuration that can solve mixed integer linear programming problems (MILP) with MATLAB and CPLEX at high speed, and the budget is about 70 yen.

Based on your budget and usage, we have proposed the following configuration.

CPU Core i-13900K (3.00GHz 8 cores + 2.20GHz 16 cores)
memory 128GB
storage 1TB SSD S-ATA
video Nvidia T400
network on board (2.5GBase-T x1) Wi-Fi x1
Housing + power supply Middle tower case + 850W
OS None

Among the Core-i CPUs, it is configured with the fastest Core-i9 13900K at the moment.
The total of the high performance core (Golden Cove Performance Core: P core) and the high efficiency core (Gracemont Efficiency Core: E core) is a CPU with 24 cores,High efficiency cores are not very fast.Please note that not all 24 cores run at the same speed.
The maximum memory capacity is 128GB.

If you want a faster CPU with the same number of cores, you can increase the upper limit of memory capacity by changing to ThreadripperPRO specifications.However, the cost increase is large, so please consider it as an option if you have enough budget.

The configuration of this case study is based on the conditions given by the customer.
Please feel free to contact us even if you are considering different conditions from what is posted.

■FAQ

・What is MATLAB?
MATLAB is software for numerical analysis used in data analysis, algorithm development, and model creation in a wide range of fields such as engineering, science, and economics, and is also the name of the programming language used internally.

reference:MATLAB (MathWorks) *Jumps to an external site

 

・What is CPLEX
CPLEX Optimizer is a mathematical optimization software provided by IBM.It is often used in calculations related to mathematical programming such as integer optimization problems.

reference:IBM CPLEX Optimizer (IBM) *Jumps to an external site

 

・What are “high-performance cores” and “high-efficiency cores”?
The type of core installed in Alder Lake, the Intel 12th generation desktop CPU.
The high performance core (Golden Cove Performance Core: P core) emphasizes processing performance, and the high efficiency core (Gracemont Efficiency Core: E core) emphasizes power efficiency. In the case of Core i9-13900K, the specifications of each core are as follows.

High performance core (P core): 3.0GHz to 5.4GHz 8 cores 16 threads
High efficiency core (E core): 2.2GHz to 4.3GHz 16 cores 16 threads