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  6. Mathematical Optimization Solver "Gurobi Optimizer"

Mathematical Optimization Solver "Gurobi Optimizer"

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last updated:Apr 13, 2021

オクトーバー・スカイ
オクトーバー・スカイ
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With the world's fastest mathematical optimization solver, Gurobi Optimizer, there are infinite possibilities for optimization solutions.

Gurobi Optimizer is a state-of-the-art mathematical optimization solver for linear programming (LP), mixed-integer programming (MIP), quadratic programming (QP), mixed-integer quadratic programming (MIQP), quadratic constraints (QCP), and mixed-integer quadratic constraints (MIQCP). Designed to fully leverage the latest hardware architectures and multi-core processor technologies, Gurobi Optimizer employs advanced optimization algorithms to quickly derive reliable solutions. With a wide range of interfaces, access from industry-standard modeling languages, a clear and transparent pricing structure, flexible licensing options, and highly satisfactory technical support, Gurobi Optimizer encompasses all of these features. Recently, Gurobi Optimizer has successfully computed optimal solutions for 11 models in the benchmark collection MIPLIB2010 (Mixed Integer Problem Library), known for gathering extremely challenging mixed-integer programming problems (MIP) from various application fields, which had previously been unsolvable by any other solver.

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gurobi

Mathematical Optimization Solver "Gurobi Optimizer"

gurobi optimizer.PNG
gurobi optimizer.PNG
  • Related Link - https://www.octobersky.jp/products/gurobi

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◆Supported Programming Languages and Modeling Languages - Object-oriented interfaces for C++, Java, .NET, and Python - Matrix-oriented C interfaces for C, MATLAB(R), and R - Links to industry-standard modeling languages: AIMMS, AMPL - Links to Excel ◆Easily build complex models and transition to complete applications - The intuitive interface of Gurobi Optimizer is built on top of Python's object-oriented API. Compared to the intuitive interfaces of competing products, the greatest advantage of the Gurobi Optimizer interface is not only the easily accessible environment for launching and testing modules but also the ability to build complex models and easily transition these models into complete applications. Python provides a comprehensive library for complete application development, including external data access capabilities, which is a result of the rapidly growing large community of Python.

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Applications/Examples of results

1. Base Location Allocation / Consolidation / Outsourcing Strategy Planning Strategic level areas of use: Optimal allocation and consolidation simulation of production bases, logistics bases, and service bases. 2. Production Planning / Production Scheduling Development of numerous applications such as SCM, considering everything from long-term production planning to detailed production scheduling that takes into account the real-time operating status of each facility. 3. Vehicle Dispatch Planning Optimization of vehicle dispatch planning for trucks and other vehicles, as well as the exploration of optimal delivery routes to maximize resources in the logistics field. 4. Logistics Network Simulation The determination of the locations of warehouses, distribution centers, and cross-docking heavily depends on factors such as the locations of customers and the delivery capacity. Logistics network simulation can easily determine the optimal locations of these bases by meeting these complex constraints using optimization techniques. 5. Warehouse Management System To achieve the minimization of inventory levels within warehouses, comprehensive management that goes beyond just warehouse management to include production, inventory management, and delivery within an integrated SCM is realized through optimization techniques. 6. Smart Grid Related The adoption of optimization techniques is also spreading in the energy sector.

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オクトーバー・スカイ

オクトーバー・スカイ

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October Sky promotes corporate activities aimed at building a better future for society through "optimization" technology. As a group of experts in "optimization," we pursue "true benefits" together with our clients through our range of "optimization" products and consulting services, providing high-quality services to help clients achieve their goals. By providing the "true value" brought by "optimization" technology to businesses, research institutions, and educational organizations, we support innovative activities in their production, research and development, and education. The utilization of "optimization" technology leads to increased profits for companies, advanced research and development for research institutions, and the acquisition of global technical knowledge by the youth who will carry the future in educational institutions. The "optimization" solutions offered by October Sky do not betray "client expectations." Clients can achieve the desired outcomes. A society where more clients understand and utilize the "true value" of "optimization" technology, thereby enjoying further success, is the "better future" envisioned by October Sky.

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