Multi-objective optimization or Pareto optimization (also known as multi-objective programming, vector optimization, multicriteria optimization, or multiattribute...
74 KB (9,564 words) - 04:04, 27 August 2024
single-objective optimization cases are presented. In the second part, test functions with their respective Pareto fronts for multi-objective optimization problems...
30 KB (867 words) - 15:35, 29 December 2023
Cho, S. B. (2012). A Novel Particle Swarm Optimization Algorithm for Multi-Objective Combinatorial Optimization Problem. 'International Journal of Applied...
48 KB (5,077 words) - 23:59, 2 July 2024
generally divided into two subfields: discrete optimization and continuous optimization. Optimization problems arise in all quantitative disciplines from...
52 KB (6,012 words) - 12:31, 16 September 2024
objective. The objective typically maximizes factors such as expected return, and minimizes costs like financial risk, resulting in a multi-objective...
21 KB (2,477 words) - 08:14, 30 July 2024
The problem changes from a single objective optimization problem (minimizing cost), to a multi-objective optimization problem (minimizing cost and maximizing...
32 KB (4,165 words) - 11:25, 19 May 2024
Lexicographic optimization is a kind of Multi-objective optimization. In general, multi-objective optimization deals with optimization problems with two...
10 KB (1,544 words) - 08:07, 4 June 2024
Multi-objective linear programming is a subarea of mathematical optimization. A multiple objective linear program (MOLP) is a linear program with more...
7 KB (1,003 words) - 10:09, 11 January 2024
to training the models separately. Inherently, Multi-task learning is a multi-objective optimization problem having trade-offs between different tasks...
31 KB (4,705 words) - 15:02, 8 September 2024
Fitness function (category Optimization algorithms and methods)
for this purpose, Pareto optimization and optimization based on fitness calculated using the weighted sum. When optimizing with the weighted sum, the...
22 KB (2,777 words) - 05:26, 9 June 2024