Výsledky vyhledávání - Automatic algorithm design and configuration

Incorporating decision-maker’s preferences into the automatic configuration of bi-objective optimisation algorithms Autor Diaz, Juan Esteban, López-Ibáñez, Manuel

“… Automatic configuration (AC) methods are increasingly used to tune and design optimisation algorithms for problems with multiple objectives…”
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Enhanced branching Latin hypercube design and its application in automatic algorithm configuration Autor Wen, Bing, Wang, Sumin, Sun, Fasheng

“… Identification of optimal settings requires designs with good stratification properties for both nested and shared factors…”
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The irace package: Iterated racing for automatic algorithm configuration Autor López-Ibáñez, Manuel, Dubois-Lacoste, Jérémie, Pérez Cáceres, Leslie, Birattari, Mauro, Stützle, Thomas G

“… Ultimately, automatic algorithm configuration has the potential to lead to new design paradigms for optimization software…”
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Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration Autor Wessing, Simon, López-Ibáñez, Manuel

“…The configuration of algorithms is a laborious and difficult process. Thus, it is advisable to automate this task by using appropriate automatic configuration methods…”
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Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms Autor Bezerra, Leonardo C. T., Lopez-Ibanez, Manuel, Stutzle, Thomas

“… The motivation for studies of this latter type stem from the development of flexible software frameworks and the usage of automatic algorithm configuration methods to find novel algorithm designs…”
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PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms Autor Camacho-Villalon, Christian L., Dorigo, Marco, Stutzle, Thomas

“… try new designs based on their own knowledge and expertise. However, manually introducing changes is very time consuming and makes the systematic exploration of all the possible algorithm configurations a difficult process…”
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Automatic initial configuration in off-axis reflective optical system design using combined nodal and Seidel aberration Autor Qu, Zheng, Zhong, Xing, Zhang, Kun, Li, Lei, Wang, Yuanhang

“… An automatic optimization method of the off-axis initial configuration using the global simulated annealing algorithm is proposed…”
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Automatic design of hybrid stochastic local search algorithms for permutation flowshop problems Autor Pagnozzi, Federico, Stützle, Thomas

“… An alternative to the manual algorithm engineering is the automated design of effective SLS algorithms through building flexible algorithm frameworks and using automatic algorithm configuration…”
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Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems Autor Blot, Aymeric, Kessaci, Marie-Éléonore, Jourdan, Laetitia, Hoos, Holger H

“…Automatic algorithm configuration (AAC) is becoming a key ingredient in the design of high-performance solvers for challenging optimisation problems…”
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Real-time data-driven automatic design of multi-objective evolutionary algorithm: A case study on production scheduling Autor Zhang, Biao, Meng, Lei-lei, Lu, Chao, Li, Jun-qing

“… The performance of MOEAs is highly dependent on the algorithm configuration. Therefore, the algorithm configuration is an essential task in the development and application of MOEAs…”
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A genetic algorithm-based integrated design environment for the preliminary design and optimization of aeronautical piston engine components Autor Renzi, Cristina

“…The enhancement of the early design stages, in the production of aeronautical engines, has been shown decisive, for developing efficient and reliable final products…”
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Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems Autor Alfaro-Fernández, Pedro, Ruiz, Rubén, Pagnozzi, Federico, Stützle, Thomas

“…•We present an Automatic Algorithm Design system for the hybrid flowshop problem…”
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The Automatic Design of Multiobjective Ant Colony Optimization Algorithms Autor Lopez-Ibanez, M., Stutzle, T.

“… These multiobjective ACO (MOACO) algorithms exhibit different design choices for dealing with the particularities of the multiobjective context…”
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Design technology for virtual circuit automatic generation in intelligent substations based on substation configuration description Autor Jiesheng, Chen, Feng, Wang, Weibiao, Xiong, Yinhua, Li, Pengyuan, Chen, Jianfeng, Liu

“…•Optimization model and algorithm improvement This article proposes an improved simulated annealing algorithm for optimizing the distance weight vector in virtual terminal automatic connection…”
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A Literature Survey on Offline Automatic Algorithm Configuration Autor Eryoldaş, Yasemin, Durmuşoglu, Alptekin

“… In this paper, we will briefly explain the automatic algorithm configuration problem and then survey…”
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Automatic detection and classification of lung cancer CT scans based on deep learning and ebola optimization search algorithm Autor Mohamed, Tehnan I. A., Oyelade, Olaide N., Ezugwu, Absalom E.

“… Much work has been carried out in lung cancer detection using CNN. However, lung cancer prediction still becomes difficult due to the multifaceted designs in the CT scan…”
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Automatic structural design of RC wall-slab buildings using a genetic algorithm with application in BIM environment Autor Tafraout, S., Bourahla, N., Bourahla, Y., Mebarki, A.

“…This paper proposes an innovative approach based on a genetic algorithm able to automatically derive an optimal structure for a given architectural configuration in IFC format or BIM platform…”
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Capping methods for the automatic configuration of optimization algorithms Autor de Souza, Marcelo, Ritt, Marcus, López-Ibáñez, Manuel

“…Automatic configuration techniques are widely and successfully used to find good parameter settings for optimization algorithms…”
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Designing New Metaheuristics: Manual Versus Automatic Approaches Autor Camacho-Villalón, Christian L., Stützle, Thomas, Dorigo, Marco

“…” and often involves looking for inspiration in other fields of knowledge, and automatic design, which seeks to reduce human involvement in the design process by harnessing recent advances…”
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Revisiting simulated annealing: A component-based analysis Autor Franzin, Alberto, Stützle, Thomas

“…•We show how to collect and classify variants of Simulated Annealing (SA) algorithms.•We use automatic configuration to improve existing Simulated Annealing algorithms…”
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