Symmetry, Free Full-Text
Por um escritor misterioso
Last updated 16 março 2025

In the real world, multi-objective optimization problems always change over time in most projects. Once the environment changes, the distribution of the optimal solutions would also be changed in decision space. Sometimes, such change may obey the law of symmetry, i.e., the minimum of the objective function in such environment is its maximum in another environment. In such cases, the optimal solutions keep unchanged or vibrate in a small range. However, in most cases, they do not obey the law of symmetry. In order to continue the search that maintains previous search advantages in the changed environment, some prediction strategy would be used to predict the operation position of the Pareto set. Because of this, the segment and multi-directional prediction is proposed in this paper, which consists of three mechanisms. First, by segmenting the optimal solutions set, the prediction about the changes in the distribution of the Pareto front can be ensured. Second, by introducing the cloud theory, the distance error of direction prediction can be offset effectively. Third, by using extra angle search, the angle error of prediction caused by the Pareto set nonlinear variation can also be offset effectively. Finally, eight benchmark problems were used to verify the performance of the proposed algorithm and compared algorithms. The results indicate that the algorithm proposed in this paper has good convergence and distribution, as well as a quick response ability to the changed environment.

Full wastebasket colored stroke icon Royalty Free Vector
HeteroCycles

Diamond Double Brick Stitch Earring Beading Templates for

Symmetry Font Download - Fonts4Free

Grand Summit New Year's Eve Family Celebration

Canvas Wall Art Modern Symmetry - Abstract - Canvas Prints

Centrum Wiskunde & Informatica: On the (internal) symmetry groups of linear dynamical systems

Symmetry Worksheets

Comparison of label-free SR images reconstruction of simulated (a)

Materials, Free Full-Text

The secret of the mysterious phenomenon that when a high-speed rotating magnet is brought close to another magnet, the magnet rotates and levitates is revealed. - GIGAZINE
Recomendado para você
-
Scp-5924, Wiki16 março 2025
-
1PC IFM Proximity Switch IGS292 New16 março 2025
-
Cinch - 7141 - Conn Term Strip Barrier 7 .438 Density Dbl Row 14 AWG 20 A 250 V, 141 Series - RS16 março 2025
-
SCP-1432 DVD da Boneca, parte 2 #scpfoundation. #scp1432. #SCP.16 março 2025
-
Medic Team Fortress 2 Sticker for Sale by EnoWesker16 março 2025
-
SCP-705 Play Doh [PARTE1] #scp #playdoh #scptiktok #animação #series #16 março 2025
-
GEA Recruits 7,141 Youth For Apprenticeship - DailyGuide Network16 março 2025
-
I'm good at not being good! (Goldeneye Nintendo Switch) #shorts16 março 2025
-
Hello I guess I'm here now~❤️16 março 2025
-
SCP-4264-J, Wiki16 março 2025
você pode gostar
-
Jogos Super Mario Xbox 36016 março 2025
-
open english on X: [SÓ HOJE MESMO] Compre seu curso e leve um16 março 2025
-
azalea dress up dolls|TikTok Search16 março 2025
-
Demon Slayer Hashira Training arc confirmed for Season 416 março 2025
-
AQQYA Moletom com capuz masculino e feminino esqueleto com zíper e strass gótico Y2K jaqueta grunge punk escuro E-Girl moletom com capuz16 março 2025
-
The Beginner's Guide to Gmail Ads16 março 2025
-
A Dragon Waifu, Re-Run Event Rewards Change, Dolphin Packs, March16 março 2025
-
Stream Nagi No Asukara - ending 2 by denzo16 março 2025
-
25 Hilarious White Elephant Gift Ideas & Affordable Presents16 março 2025
-
What if Uncharted 4 was all in Elena's head?16 março 2025