Multi-objective is a type of vector optimization that has been applied in many fields of science, including engineering, economics and logistics where optimal decisions need to be taken in the presence of trade-offs between two or more conflicting objectives.

Multi-Objective Optimization Problems (MOOP) Involve more than one objective function that are to be minimized or maximized Answer is set of solutions that define the best tradeoff between competing objectives

Oct 13, 2021 · Simultaneous optimization of several competing objectives requires increasing the capability of optimization algorithms. This paper proposes the multi-objective moth swarm algorithm, for...

Jul 4, 2022 · This paper briefly explains the multi-objective optimization algorithms and their variants with pros and cons. Representative algorithms in each category are discussed in depth.

Aug 29, 2018 · Several reviews have been made regarding the methods and application of multi-objective optimization (MOO). There are two methods of MOO that do not require complicated mathematical equations, so the problem becomes simple. These two …

Sep 5, 2024 · Researchers have developed a variety of constrained multi-objective optimization algorithms (CMOAs) to find a set of optimal solutions, including evolutionary algorithms and machine learning-based methods. These algorithms exhibit distinct advantages in solving different categories of CMOPs.

Stochastic multi-objective optimization \Multi-objective methods": they convert the original problem into an approximated deterministic multi-objective one (e.g., using SAA).

In this chapter, we present a brief description of an evolutionary optimization procedure for single-objective optimization. Thereafter, we describe the principles of evolutionary multi-objective optimization. Then, we discuss some salient developments in EMO research.

Mar 28, 2024 · Various constrained multi-objective optimization evolutionary algorithms (CMOEAs) have been developed with the use of different algorithmic strategies, evolutionary operators, and constraint-handling techniques.

Nov 9, 2022 · Multi and many-objective algorithms have a great application in engineering science. This study addresses a complete and updated review of the literature for multi and...