Go from a forecasted demand to optimized routes. Follow this step-by-step tutorial to create, customize, and test decision apps for logistics using OR-Tools, HiGHS, and more: https://www.nextmv.io/blog/link-and-test-logistics-models-for-demand-forecasting-shift-scheduling-and-vehicle-routing
#osrm #decisionscience #datascience #decisionops #optimization #logistics
How do you evaluate different #Gurobipy model formulations? Learn how with #DecisionOps tooling! Join our getting started techtalk on Wednesday, April 10: https://www.nextmv.io/videos/getting-started-with-decisionops-for-decision-science-models-using-gurobi
How do you test if you should use map data over Haversine for a vehicle routing problem? We use batch experiments with Nextmv to find out for an example use case: https://www.nextmv.io/blog/haversine-vs-osrm-distance-and-cost-experiments-on-a-vehicle-routing-problem-vrp
#orms #DecisionOps #routeoptimization #logistics #fleetoptimization #vehiclerouting
🐇🐈⬛🎉 Do you build AMPL decision models? Check out the latest integration that pairs all the goodness of AMPL with Nextmv’s DecisionOps platform: https://www.nextmv.io/blog/the-nextmv-ampl-integration-accelerating-decision-model-development-with-decisionops
#decisionscience #orms #decisionOps #datascience #operationsresearch
New release! 🎉🎉🎉 The Nextmv Gurobi integration accelerates how you run, test, and deploy decision models running Gurobi with Nexmv’s DecisionOps platform: https://www.nextmv.io/blog/nextmv-gurobi-integration-build-test-deploy-decision-models-using-gurobi-and-decisionops
#orms #decisionops #decisionscience #gurobi #optimization #datascience
CI/CD is how you ship higher quality code to prod faster. But with decision science models, there’s a twist. So what is CI/CD for decision science? How does it work? And why does it matter? https://www.nextmv.io/blog/ci-cd-for-decision-science-what-is-it-how-does-it-work-and-why-does-it-matter
#cicd #decisionops #orms #decisionscience #datascience #mlops
CI/CD is how you ship higher quality code to production faster. But with decision science models, there’s a twist. We’ll look at the role of decision quality, specific testing tooling, and problem drift on CI/CD for decision science models.
Looking for an open source, CLI plotting tool that works with arbitrary JSON formats? Look no further >> https://www.nextmv.io/blog/plot-your-routes-on-a-map-with-open-source-visualization-tool-nextplot
If you’re using OR-Tools, VROOM, Nextroute, or any optimization tool that can produce a JSON output, you can quickly plot your routes with Nextplot in just a few lines of code! Cheers to @merschformann for spearheading this fantastic project.
#DecisionOps #logistics #VRP #routeoptimization #decisionscience #datascience #opensource
ICYMI: 15-minute #Pyomo demo
→ Create, deploy, run custom shift assignment app
→ Merge code, kick off #cicd, run acceptance test
→ Create new model instance with new solver
→ Run experiment comparing the two models
https://www.nextmv.io/videos/operationalizing-python-based-pyomo-mip-decision-models
Start @ 5 min.
#orms #datascience #decisionops #decisionoptimization #decisionscience
Learn how to build, test, and deploy Pyomo mathematical optimization models faster with Nextmv, featuring pre-bundled solvers for CBC and GLPK. Create a new model or integrate an existing one to accelerate its development with DecisionOps tooling.
📣 New release alert! We’re proud to offer switchback testing on the Nextmv platform for production testing two decision models with operational impacts: https://www.nextmv.io/blog/introducing-switchback-testing-a-b-testing-for-decision-models-with-network-effects
See the real-world impacts of a candidate model with a switchback test that randomly assigns units of production runs to each model. Start a switchback test, analyze the results, and promote a new model to production all in the Nextmv console.
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