GitHub

ArCNiX696/Genetic-Algorithms-NSGA-II-SPEA2-and-Simple-GA-for-Multi-Objective-Optimization

📢 Project Introduction This repository features custom implementations of three genetic algorithms for multi-objective optimization: NSGA-II (Non-dominated Sorting Genetic Algorithm II) SPEA2 ...
GitHub

metaheuristic-algorithms/NSGA-II-Algorithm-M-Reza_Hakimi

This repository contains an educational and runnable implementation of the NSGA-II (Non-dominated Sorting Genetic Algorithm II), one of the most popular evolutionary algorithms for solving ...
IEEE

PSO-Augmented NSGA-III Algorithm: A Combined Optimization Approach to Heterogeneous Vehicle Routing and Bin Packing Problems

Abstract: This study presents an Integrated Particle Swarm Optimization and Nondominated Sorting Genetic Algorithm III (IPSO-NSGA-III) to address the combined optimization challenges in logistics ...
IEEE

A Hybrid Algorithm Based on NSGA-II and MOPSO for Multi-Objective Designs of Electromagnetic Devices

Abstract: In this article, a hybrid algorithm is proposed by combining the non-dominated sorting genetic algorithm (NSGA-II) with multi-objective particle swarm optimization (MOPSO) algorithm. The ...
Scientific Research Publishing

Modeling and Optimization of Electrical Discharge Machining of SiC Parameters, Using Neural Network and Non-Dominating Sorting Genetic Algorithm (NSGA II) ()

Silicon Carbide (SiC) machining by traditional methods with regards to its high hardness is not possible. Electro Discharge Machining, among non-traditional machining methods, is used for machining of ...
Scientific Research Publishing

K. Deb, A. Pratap, S. Agrawal and T. Meyarivan, “A Fast and Elitist Multi-objective Genetic Algorithm: NSGA-II,” IEEE Transactions on Evolutionary Computation, Vol. 6, No ...

ABSTRACT: In this paper a hybrid parallel multi-objective genetic algorithm is proposed for solving 0/1 knapsack problem. Multi-objective problems with non-convex and discrete Pareto front can take ...