A Hybrid Multi-Objective Carpool Route Optimization Technique using Genetic Algorithm and A* Algorithm

no code implementations • 11 Jul 2020 • Romit S Beed, Sunita Sarkar, Arindam Roy, Suvranil D Biswas, Suhana Biswas

The refined routes, obtained using the GA-A* algorithm, are further subjected to dominance test to obtain non-dominating solutions based on Pareto-Optimality.

Hierarchical Bayesian Approach for Improving Weights for Solving Multi-Objective Route Optimization Problem

no code implementations • 3 May 2020 • Romit S Beed, Sunita Sarkar, Arindam Roy, Durba Bhattacharya

The weighted sum method is a simple and widely used technique that scalarizes multiple conflicting objectives into a single objective function.

Bayesian Hierarchical Multi-Objective Optimization for Vehicle Parking Route Discovery

no code implementations • 27 Mar 2020 • Romit S Beed, Sunita Sarkar, Arindam Roy

This paper proposes a Bayesian hierarchical technique for obtaining the most optimal route to a parking lot.