Upon execution, a fitness graph plotting the path of the genetic algorithm will be generated. The blue line represents the maximum fitness of each generation over time, while the green line shows the ...

A professional Python implementation of the Firefly Algorithm to solve the multi-dimensional Knapsack Problem (MDKP) with both weight and volume constraints. Given a list of items, each with a weight, ...

Abstract: Knapsack problem is a classical optimization problem in computer science and programming. Knapsack problem main objective is to solve how much the maximum profit can be carried with the ...

Based on the characteristics of the quantum mechanism, a novel quantum walk artificial bee colony algorithm is proposed to promote performance. Firstly, the discrete quantum walk is an approach taken ...

Abstract: The wireless sensors has wide range of applications. The sensor network consist of many tiny sensors and each sensor is assigned to perform specific mission that is some node are ...