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, ...

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 ...

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 ...

Abstract: The 0-1 Knapsack Problem (KP) and Bin Packing Problem (BPP) are NP-hard combinatorial optimization challenges often tackled using metaheuristics. Both problems have prominent utilization in ...