Korkut Kaynardag

Literature Review for the comparison of Multi-objective Optimization Algorithms

Here, I screenshot my library which has the papers focusing on the comparison of Multi-objective Optimization Algorithms. There are so many algorithms developed for finding the optimum solution when there are more than one objective function to minimize. I was trying to find a multi-objective optimization algorithm, therefore, I dig into the literature focusing on the comparison of those algorithms, I ended up not using it in my research but I wanted to share my literature library with people who may need to get in to the multi-objective optimization. Please see below for my library:

  • 1-Evolutionary Algorithms for multiobjective optiation-methods and applications
  • 2-evaluationary algorithms for multiobjctive optimization - performance assessments and comparisons
  • 3-Comparing multi-objective optimization techniques to calibrate A CONCEPTUAL HYDROLOGICAL MODEL USING IN SITU RUNOFF AND DAILY GRACE DATA
  • 4-Comparison of Multiobjective Evolutionary Algorithms for operations scheduling under machine availability constraints
  • 5-Multiobjective Optimization and Evolutionary ALGOS FIR AOOLICATION MAPPING PROBLEM IN MULIPROCESSOR SYSTEM
  • 6-Comparison of multi-objective evolutionary algorithms in hybrid Kansei engineering system for product form design
  • 7-Comparing multi-objective metaheuristics for solving a tjree objective formulation of multiple sequence alignment
  • 8-Critical Comparison of Multi-objective Optimization mETHODS- GENETIC ALGORITHMS VERSUS SWARM INTELLIGENCE
  • 9-A Performance Comparison Indicator for Pareto Front APPROXIMATIONS IN MANY OBJECTIVE OPTIMIZATION
  • 10-A Study of Multiobjective Metaheuristics When solving parameter scable problems -----
  • 11-comparison between multiobjective optimization algorithms
  • 12-A COMPARISON OF MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS
  • 13- COMPARATIVE STUDY OF MULTIOBJECTIVE GENETIC ALGORITHMS
  • 14-Comparison of Multiobjective Evolutionary ALGORITHMS FOR OPTIMIZATION OF EXTERNALITIES BY USING DYNAMIC TRAFFIC MANAGEMENT MEASURES
  • 15-An Experimental Comparison of MultiObjective Algorithms- NSGA-II and OMOPSO
  • 16-A Performance Comparison of Multi-objective optimization evolutionary algorithms for all-optical networks design
  • 17- Comparison of evolutionary multi objective optimization algorithms in optimum design of water distribution network
  • --17-- multiobjective optimization model in the vehicle suspension system development process
  • --17-- Scalable Test Problems for evolutionary multi-objective optimization
  • 18-a large scale experimental evaluation of high-performing multi and many objectove evolutionary algos
  • 19-Evolutionary Many-Objective Optimization- A Comparative stuy of state of the art
  • 20-A Scalability Study of Many-Objective optimization algorithms
  • 21-Benchmarking Multi- and Many-Objective
  • 22-a ompartive study on decomposition based multi-objective evolutionary algorithms for many obhective optimization
  • 23-Comparing Decomposition-based and Automatically component wise designed multiobjective evo
  • 24-To DE or not to DE Multi-Objective
  • 25-PERFORMANCE SCALING of multiobjective evolutionary algos
  • 26-A Comparative Study on Evolutionary algos for many objective opt
  • 27-Evaluatioanry Multi-criteria Optimization
  • 28 - Evaluationary Many-objective Optimization - a short review
  • 29-Comparison between Single-Objective and Multi-Objective Genetic algorithms - performance comparison and performance measures
  • 30-Multiob jective Evolutionary Algorithms A COMPARATIVE CASE STUDY AND THE STREGTH PARETO APPROACH
  • 31-Comparison of Multiobjective Evolutionary algorithms-emprical results
  • 32-Multiobjective Evolutionary Algorithms- a comparative case study and the strength pareto approach
  • 33- Multiobjective Genetic Algorithms - problem difficulties and construction of test problems