Traveling Salesman Problem (TSP) By Ant Colony Optimization (ACO) - JAVA Prototype Project

►screenshots: https://prototypeprj.blogspot.com/2020/07/ant-colony-optimization-aco-java.html ►TSP JAVA Framework @ https://youtu.be/EjUDJP846cc 00:20 stigmergy is where individual organisms interact with each other through modifications of their environment 00:39 ants find shortest path from colony to food source using stigmergy 01:40 aco attempt to exploit elements of ant stigmergy in order to solve similar problems like tsp 01:55 quickly go over various parts of this tutorial 02:44 demo prebuilt version of application 03:32 code the app. 03:50 code Driver, Ant, and Route classes 04:56 ExecutorService is an Executor that provides methods to manage termination and methods that can produce a Future for tracking progress of one or more asynchronous tasks 05:20 ExecutorCompletionService uses a supplied Executor to execute tasks 09:07 do intial test run of app. before adding remaining classes 09:57 Add AntColonyOptimization, City, AtomicDouble 10:50 code City class 11:55 code Route class 12:41 code AtomicDouble class 13:35 define initial route between cities in Driver class 13:57 handle distances and phermone levels functionality in AntColonyOptimization class 16:10 finish coding Ant class 17:52 code call() method in Ant class 24:00 adjust phermone level functionality in Ant class 28:00 transition probabilities functionality in Ant class 32:00 finish coding Driver class 33:37 ants processing functionality in Driver class 36:34 test run completed application ► get access to members-only video contents + support: https://www.youtube.com/channel/UCUvwlMMaeppKPdtAK8PxO8Q/join ► website + download source code: https://prototypeprj.com https://ai.prototypeprj.com https://crypto.prototypeprj.com ► download directly: download ai source code @ https://sites.fastspring.com/prototypeprj/instant/ai download crypto source code @ https://sites.fastspring.com/prototypeprj/instant/crypto download source code (old) page # 2 @ https://sites.fastspring.com/prototypeprj/instant/2020 download source code (older) page # 1 @ https://sites.fastspring.com/prototypeprj/instant/all