In this post you’ll learn how to deploy a python application in the form of a directory which can be distributed as an archive or as a single executable file. This is the last of three posts on a series about UI development in python embedding Java based business logic and shows you a concept,… Read more Deploy Python UI Apps including Java Business-Logic
Category: programming
Embedding Java Logic into a Python Application
In this post I’ll demonstrate how to embed logic provided by a java application into a python PyQt5 UI based application. The motivation for this project arose from the need to be able to port legacy code in the form of an old Eclipse Rich Client Platform application to a contemporary technology with as little… Read more Embedding Java Logic into a Python Application
Fast UI-Prototyping in Python using PyQt5 Designer
In this post I demonstrate how easy it is to design user interfaces with PyQt5 Designer. We’ll design a simple UI, which allows to add two numbers. Because I often have to develop scientific applications in my job, I regularly face the challenge of developing simple GUIs. There are hundreds of solutions, web- or fat-client… Read more Fast UI-Prototyping in Python using PyQt5 Designer
Solve Knapsack Problem with Heuristics in R
In this post I’ll show a way how to solve the Knapsack Problem applying a simple greedy improvement heuristic and how to implement it in R. What is the Knapsack Problem? On Wikipedia, you find the following definition: “The knapsack problem is a problem in combinatorial optimization: Given a set of items, each with a weight and a… Read more Solve Knapsack Problem with Heuristics in R
A Sudoku Solver in a few Lines of Code – Or the Power of Recursive Programming
In this post I want to demonstrate the power of recursive programming by programming a sudoku solver in Python. The complete sourcecode can also be downloaded here. Although I like solving Sudokus by hand, I’m far away from being a professional Sudoku solver. Usually I get the medium-ones solved, however, since I always want to… Read more A Sudoku Solver in a few Lines of Code – Or the Power of Recursive Programming
Solve TSP Instance using Google OR-Tools
If you happen to have to solve TSPs or some special type of VRPs – i.e. capacitated or with timewindows and other constraints – you might want to have a look at Google OR-Tools. The library contains a wide variety of heuristics for different problems primarly based on google’s excellent constraint programming solver. The library… Read more Solve TSP Instance using Google OR-Tools
Calculate an MST with Ant Colony Optimization in Python
Ant Colony Optimization is an old but still often applied construction heuristic to develop solutions using nature inspired behavior. The heuristic mimics the behavior of ants when finding shortest paths to between their nests and some kind of attraction, i.e. a food-source. The main idea are the pheromone trails, which ants leave behind, when travelling… Read more Calculate an MST with Ant Colony Optimization in Python
Tabu Search in R
Here I’ll show you a way, how to do Tabu Search with Steepest Descent with best improvement in R. Tabu Search is a local improvement heuristic used to improve existing solutions. Such heuristics are also called local search heuristics. How does Local Search work? Local search can be described in words as follows: Take initial… Read more Tabu Search in R
RStudio Console hanging?
If you should ever experience a non responsive RConsole within RStudio on windows, try this: Terminate RStudioMake sure, RStudio Go to this folder: C:\Users\{your_user_abbreviation}\AppData\Local Delete this folder:RStudio-Desktop Restart RStudio Now chances are high, that your console is again working fine. What I had observed Suddenly, after having installed a new package in RStudio I wanted… Read more RStudio Console hanging?
Solve TSP using Pilot Method
This post shows a simple implementation using R to solve a given TSP (Traveling Salesperson Problem) instance using the Pilot Method. The whole R script can be accessed here on my gist. How does the Pilot Method work? The Pilot Method is a construction heuristic to build (i.e. initial) solutions. The method tries to avoid… Read more Solve TSP using Pilot Method