Tips and Tricks for Optimal Scheduling with End-to-End Analytics and Gurobi скачать в хорошем качестве

Tips and Tricks for Optimal Scheduling with End-to-End Analytics and Gurobi

Scheduling problems arise in a wide-range of applications that require finding the best possible sequence to perform a set of tasks, including job shop scheduling and flight scheduling. However, this problem is NP-complete, and solving large-scale problems efficiently can require expert knowledge and insights. This 40-minute video with End-to-End Analytics to learn useful tips and tricks on how to solve optimal scheduling problems in Gurobi. Leveraging our experience and insights from applying these algorithms, we present recommendations and techniques to efficiently solve large-scale problems, including: Gurobi features that increase solver performance for optimal scheduling Tips on formulations for real-world scheduling problems, including sample problems Implementation and tuning tricks for scheduling problems with linear and non-linear constraints This content is presented by Dr. Nicole Taheri from End-to-End Analytics.Dr. Nicole Taheri is a consultant with End-to-End Analytics and holds a PhD in Computational and Mathematical Engineering from Stanford University. Nicole has extensive experience applying operations research and mathematical modeling methods to find optimal solutions in a wide range of applications. Her work has centered around analyzing complex data to transform data insights into actionable recommendations that improve business processes. -- Learn more about Gurobi Optimization here: https://www.gurobi.com/ Check out our Optimization Application Demos here: https://www.gurobi.com/resources/?cat... Check out our 2,400 customers: https://www.gurobi.com/customers/exam... -- Our Mission Gurobi strives to help companies make better decisions through the use of prescriptive analytics. We provide the best math programming solver, tools for distributed optimization, optimization in the cloud, and outstanding support. We are committed to improving our solver performance and developing tools to help you use Gurobi with more ease. Founded in 2008 by arguably the most experienced and respected team in optimization circles, we have successfully expanded to serving over 2,400 companies from a wide range of industries, by way of providing the right mix of advanced developments and technologies, world-class support and flexible licensing. -- Like Us:   / gurobioptimization   Follow Us:   / gurobi   Connect with Us:   / gurobi-optimization   #optimization #datascience #dataanalytics #machinelearning #analytics #research #operationsresearch #Gurobi #gurobipy #AI #artificialintelligence #algorithms #mathematicaloptimization #jupyternotebook #heuristics #MIP #mixedintegerprogramming #MIQP #python