Integrating Rule Engine and Constraint Solver
OpenRules Rule Solver is an open-source tool that adds the power of Constraint and Linear Programming to Business Decision Modeling. It extends OpenRules Decision Manager to…
Topic
Optimization
40 posts
Machine Learning inside Decision-Making Applications: Practical Use Cases
Machine Learning (ML) tools have been successfully used for decision-making applications for many years. Despite many success stories, ML popularity in enterprise-level software…
Decision Modeling: Declarative vs Procedural
The ultimate objective of Business Decision Modeling: A business analyst (subject matter expert) defines a business problem, and a smart decision engine solves the problem by…
Incorporating Optimization Engines in Business Decision Models
On June 30 I will present "Developing Decision Optimization Microservices for Real-World Decision-Making Applications" at DecisionCAMP-2020. Preparing my presentation, I thought…
Inside/Outside Production Planner
Last week I created a "Worker Planner" that has a nice GUI deployed on Apache Tomcat and it works in sync with a remote Scheduling Decision Service deployed as AWS Lambda. The…
Building a Live Worker Scheduler
There are already several good responses to the DMCommunity’s April-2020 Challenge “Doctor Planning”. Below I am describing how I tried to use this challenge to create a complete…
Deploying Decision Optimization Models as AWS Lambda Microservices
OpenRules offers two open source products to support an integrated use of "Business Decision Modeling with Rule Engines and CP/LP Solvers": OpenRules – for business decision…
Immediate Assistance with Your Decision Services
In these uncertain times, to do our part we want to help US businesses, especially health organizations to quickly make important operational decisions. OpenRules offers immediate…
Business Decision Modeling with Rule Engines and CP/LP Solvers
There are two major types of decision engines utilized by different Business Rules and Decision Management systems to execute business decision models: 1. Traditional rule engines…
Solving the DMC Challenge “CrackTheCode” with JavaSolver
The Sep-2019 DMC Challenge "CrackTheCode" is a simple puzzle. We need to crack a 3 digit code based on these hints: 682 – one number is correct and in the correct position 645 –…
Java Solver: Modeling and Solving Optimization Problems
Java Solver is an open source product that provides a minimalistic, simple-to-use Java API for modeling and solving optimization problems. It’s freely available from…
Building Decision Models for DMCommunity.org Challenge “Balanced Assignment”
DMCommunity Sep-2018 Challenge “Balanced Assignment” gives an example of a complex business problem with a serious optimization component. This problem deals with the assignment…