Výsledky vyhledávání - "Evolutionary multi-objective algorithms"

Analysis of evolutionary multi-objective algorithms for data center electrical systems: Analysis of evolutionary multi-objective algorithms Autor Monte Sousa, Francisco, Callou, Gustavo

“…Nowadays, the demand for data storage is increasing due to various factors, such as educational needs, social media, and streaming services. This drives the…”
Získat plný text

A comparative study on evolutionary multi-objective algorithms for next release problem Autor Rahimi, Iman, Gandomi, Amir H., Nikoo, Mohammad Reza, Chen, Fang

“… This paper uses and investigates the comparative performance of nineteen state-of-the-art evolutionary multi-objective algorithms, including NSGA-II, rNSGA-II, NSGA-III, MOEAD, EFRRR, tDEA, KnEA…”
Získat plný text

An empirical analysis of constraint handling on evolutionary multi-objective algorithms for the Environmental/Economic Load Dispatch problem Autor Kuk, Josiel Neumann, Gonçalves, Richard Aderbal, Pavelski, Lucas Marcondes, Guse Scós Venske, Sandra Mara, de Almeida, Carolina Paula, Ramirez Pozo, Aurora Trinidad

“…•Four different multi-objective algorithms are investigated for the EELD.•A comparison between penalty and repair methods for the EELD problem is carried…”
Získat plný text

Analysis of evolutionary multi-objective algorithms for data center electrical systems Autor Monte Sousa, Francisco, Callou, Gustavo

“…Nowadays, the demand for data storage is increasing due to various factors, such as educational needs, social media, and streaming services. This drives the…”
Získat plný text

Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design Autor Kollat, J.B., Reed, P.M.

“…This study compares the performances of four state-of-the-art evolutionary multi-objective optimization (EMO) algorithms: the Non-Dominated Sorted Genetic…”
Získat plný text

Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multi-objective Algorithms Autor Liu, Hai-Lin, Chen, Lei, Deb, Kalyanmoy, Goodman, Erik

Získat plný text

Hybrid evolutionary multi-objective algorithms for integrating assembly sequence planning and assembly line balancing Autor Tseng, H.-E., Chen, M.-H., Chang, C.-C., Wang, W.-P.

“…Assembly sequence planning (ASP) and assembly line balancing (ALB) play critical roles in designing product assembly systems. In view of the trend of…”
Získat plný text

Optimizing Sustainable Pharmaceutical Distribution Network Model with Evolutionary Multi-objective Algorithms (Case Study: Darupakhsh Company) Autor Nassibeh Janatyan, Mostafa Zandieh, Akbar Alem Tabriz, Masood Rabieh

“…Pharmaceutical Industry in Iran has difficulties such as inappropriate distribution, expired drugs and late drug delivery to patients. To overcome these issues…”
Získat plný text

Quantum control experiments as a testbed for evolutionary multi-objective algorithms Autor Shir, Ofer M., Roslund, Jonathan, Leghtas, Zaki, Rabitz, Herschel

“…Experimental multi-objective Quantum Control is an emerging topic within the broad physics and chemistry applications domain of controlling quantum phenomena…”
Získat plný text

An evolutionary multi-objective optimization framework of discretization-based feature selection for classification Autor Zhou, Yu, Kang, Junhao, Kwong, Sam, Wang, Xu, Zhang, Qingfu

“…Feature selection (FS) aims to identify the most relevant and non-redundant feature subset for improving the classification accuracy, which is regarded as a…”
Získat plný text

Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs Autor Yagoubi, Mouadh, Thobois, Ludovic, Schoenauer, Marc

“…Master-slave parallelization of Evolutionary Algorithms (EAs) is straightforward, by distributing all fitness computations to slaves. The benefits of…”
Získat plný text

Challenging test problems for multi- and many-objective optimization Autor Zapotecas-Martínez, Saúl, Coello Coello, Carlos A., Aguirre, Hernán E., Tanaka, Kiyoshi

“…In spite of the extensive studies that have been conducted regarding the construction of multi-objective test problems, researchers have mainly focused their…”
Získat plný text

Vector quantization-driven image compression through multi-objective evolutionary algorithms Autor Camacho-Gonzalez, Francisco David, Lima-López, Daniel, Zapotecas-Martínez, Saúl, Altamirano-Robles, Leopoldo

“…In recent years, information consumption among the population has increased, especially through the widespread use of digital images and videos. Consequently,…”
Získat plný text

Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms Autor Nielsen, S. S., Dorronsoro, B., Danoy, G., Bouvry, P.

“…This article introduces asynchronous implementations of selected synchronous cooperative co-evolutionary multi-objective evolutionary algorithms (CCMOEAs). The…”
Získat plný text

Integrating Active Learning for Improved Preference Modeling in Tree-Based Interactive Evolutionary Multi-Objective Algorithms Autor Shavarani, Seyed Mahdi, Golabi, Mahmoud, Idoumghar, Lhassane

“… Evolutionary multi-objective algorithms (EMOAs) are commonly employed to generate these varied sets of solutions…”
Získat plný text

LIBEA: A Lebesgue Indicator-Based Evolutionary Algorithm for multi-objective optimization Autor Zapotecas-Martínez, Saúl, López-Jaimes, Antonio, García-Nájera, Abel

“…In multi-objective optimization, the hypervolume indicator (also known as S metric or Lebesgue measure) evaluates, at the same time, the approximation and…”
Získat plný text

Optimizing Monotone Chance-Constrained Submodular Functions Using Evolutionary Multi-Objective Algorithms Autor Neumann, Aneta, Neumann, Frank

“… A lot of evolutionary multi-objective algorithms following the Pareto optimization approach have recently been analyzed and applied to submodular problems with different types of constraints…”
Získat plný text

Online convergence detection for evolutionary multi-objective algorithms revisited Autor Wagner, Tobias, Trautmann, Heike

“…The design and application of termination criteria has become an important aspect in evolutionary multi-objective optimization. Online convergence detection…”
Získat plný text

Exploring Long-term Memory in Evolutionary Multi-objective Algorithms: A Case Study with NSGA-III Autor Poor, Masoud Kermani, Rahnamayan, Shahryar, Bidgoli, Azam Asilian, Ebrahimi, Mehran

“…In the field of many-objective optimization, obtaining a dense solution set is a challenging task, mostly due to having hyper-surface nature of Pareto-front;…”
Získat plný text

Illustrating the Efficiency of Popular Evolutionary Multi-Objective Algorithms Using Runtime Analysis Autor Dang, Duc-Cuong, Opris, Andre, Sudholt, Dirk

“…Runtime analysis has recently been applied to popular evolutionary multi-objective (EMO) algorithms like NSGA-II in order to establish a rigorous theoretical…”
Získat plný text