Výsledky vyhledávání - Interactive Evolutionary Multi-Objective Algorithms

Integrating Active Learning for Improved Preference Modeling in Tree-Based Interactive Evolutionary Multi-Objective Algorithms

Autoři: Seyed Mahdi Shavarani Mahmoud Golabi Lhassane Idoumghar

Zdroj: 2025 IEEE Congress on Evolutionary Computation (CEC). :1-8

Interactive evolutionary multi-objective optimization algorithms : development, improvements, benchmarking and analysis of performance

Autoři: Shavarani, Seyed Mahdi Allmendinger, Richard Lopez-Ibanez, Manuel

Přispěvatelé: Shavarani, Seyed Mahdi Allmendinger, Richard Lopez-Ibanez, Manuel

Témata: Dimension Reduction, Operations Research, Support Vector Machines, Optimization Algorithms, Analysis of Performance, Evolutionary Computation, Hidden Objectives, Sigmoid Utility Functions, Design of Experiments, Irrelevant Objectives, Performance assessment, Interactive Evolutionary Multi-Objective Optimization Algorithm, Machine Learning, Decision Tree, Benchmarking, Feature Selection, Machine Decision-Maker, Preference Learning, Feature Elimination

Přístupová URL adresa: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.878809

An IGD+ Indicator-Based Metric for Interactive Evolutionary Multi-Objective Optimization Algorithms

Autoři: Hao Tian Fei Li Baiyu Zhou a další

Zdroj: 2024 China Automation Congress (CAC). :7-12

On Benchmarking Interactive Evolutionary Multiobjective Algorithms

Autoři: Seyed Mahdi Shavarani Manuel López-Ibáñez Joshua Knowles

Zdroj: Shavarani, S M, López-Ibáñez, M & Knowles, J 2023, 'On Benchmarking Interactive Evolutionary Multi-Objective Algorithms', IEEE Transactions on Evolutionary Computation. https://doi.org/10.1109/TEVC.2023.3289872

Témata: Performance assessment, Design of Experiments, Interactive Evolutionary Multi-Objective Optimization, Machine Decision Maker

Popis souboru: application/pdf

Přístupová URL adresa: https://pure.manchester.ac.uk/ws/files/267899037/IEEETEC_R3.pdf
https://doi.org/10.1109/TEVC.2023.3289872
https://research.manchester.ac.uk/en/publications/9ad585b9-0fc5-4b58-a6dc-22b15c038c7e

Efficient Preference Learning Algorithm for Interactive Evolutionary Multi-Objective Optimization

Autoři: Michal Tomczyk Miłosz Kadziński

On Benchmarking Interactive Evolutionary Multi-Objective Algorithms: Supplementary Material

Autoři: Shavarani, Seyed Mahdi López-Ibáñez, Manuel Knowles, Joshua

Témata: Benchmarking, Interactive Optimization, Multi-Objective Optimization, Multicriteria Decision-Making, Machine Decision-Makers

An Interactive Decision Tree-Based Evolutionary Multi-objective Algorithm

Autoři: Seyed Mahdi Shavarani Manuel López-Ibáñez Richard Allmendinger a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031272493
Shavarani, S M, López-Ibáñez, M, Allmendinger, R & Knowles, J 2023, An Interactive Decision Tree-Based Evolutionary Multi-Objective Algorithm. in EMO 2023.

Přístupová URL adresa: https://research.manchester.ac.uk/en/publications/8c500870-5677-426e-b34a-9f2e22c4d57a

Design and Optimization of a Gymnasium Roof Using an Interactive Evolutionary Algorithm: Combining Structural and Aesthetic Criteria

Autoři: Mahmoud Firouzi

Zdroj: اکولوژی انسانی, Vol 4, Iss 11, Pp 1070-1088 (2025)

Témata: form generation, interactive evolutionary optimization, algorithmic design, geometric proportions, long-span truss roof, Human ecology. Anthropogeography, GF1-900

Popis souboru: electronic resource

Relation: https://www.landscapeecologyjournals.ir/article_228925_6db277e7604590eb55f9724cee750677.pdf; https://doaj.org/toc/3041-9255

Přístupová URL adresa: https://doaj.org/article/cdd4cbf262c84d03b789f061cfbcf84c

K-means cluster interactive algorithm-based evolutionary approach for solving bilevel multi-objective programming problems

Autoři: Y. Abo-Elnaga S. Nasr

Zdroj: Alexandria Engineering Journal, Vol 61, Iss 1, Pp 811-827 (2022)

Témata: Bilevel multi-objective programming, Pareto optimal solution, K-means clustering, Evolutionary algorithms, Genetic algorithm, Engineering (General). Civil engineering (General), TA1-2040

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016821003409; https://doaj.org/toc/1110-0168

Přístupová URL adresa: https://doaj.org/article/8c776c12e49b4efca48dd4442818f07e

A Bilevel Periodically Interactive Evolutionary Algorithm for Bilevel Multi-Objective Optimization

Autoři: Ning Yang Hai-Lin Liu

Realistic utility functions prove difficult for state-of-the-art interactive multiobjective optimization algorithms

Autoři: Shavarani, Seyed Mahdi López-Ibáñez, Manuel Knowles, Joshua

Zdroj: Shavarani, S M, López-Ibáñez, M & Knowles, J 2021, Realistic Utility Functions Prove Difficult for State-of-the-Art Interactive Multiobjective Optimization Algorithms. in GECCO '21: Genetic and Evolutionary Computation Conference Proceedings . GECCO 2021-Proceedings of the 2021 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, pp. 457-465, 2021 Genetic and Evolutionary Computation Conference, GECCO 2021, Virtual, Online, France, 10/07/21. https://doi.org/10.1145/3449639.3459373

Témata: Interactive evolutionary multi-objective optimization, 0202 electrical engineering, electronic engineering, information engineering, Machine decision maker, 02 engineering and technology, Design of experiments

Přístupová URL adresa: http://www.scopus.com/inward/record.url?scp=85110092491&partnerID=8YFLogxK
https://doi.org/10.1145/3449639.3459373
https://research.manchester.ac.uk/en/publications/953aeb7f-61bf-4b8c-bdad-0b3f955fd046

Interactive Reference Region Based Multi-Objective Evolutionary Algorithm Through Decomposition

Autoři: Ruochen Liu Ruinan Wang Wen Feng a další

Zdroj: IEEE Access, Vol 4, Pp 7331-7346 (2016)

Témata: Interactive preference, multi-objective optimization problem, reference region selection mechanism, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/7562397/; https://doaj.org/toc/2169-3536

Přístupová URL adresa: https://doaj.org/article/d4ab77a19705494b844c4c1a3ddafbb0

Performance Measurement for Interactive Multi-objective Evolutionary Algorithms

Autoři: Long Nguyen Hung Nguyen Xuan Lam Thu Bui

Zdroj: 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE). :302-305

Témata: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://dblp.uni-trier.de/db/conf/kse/kse2015.html#NguyenXB15
https://ieeexplore.ieee.org/document/7371800/
http://ieeexplore.ieee.org/document/7371800/

Interactive Multi-Objective Evolutionary Optimization of Software Architectures

Autoři: Ramírez, Aurora Romero, José Raúl Ventura, Sebastián

Témata: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing, 68, D.2.11, F.2.2, text

URL: http://arxiv.org/abs/2401.04192

Dynamic Detection of Relevant Objectives and Adaptation to Preference Drifts in Interactive Evolutionary Multi-Objective Optimization

Autoři: Shavarani, Seyed Mahdi Golabi, Mahmoud Allmendinger, Richard a další

Témata: Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing, Mathematics - Optimization and Control, text

URL: http://arxiv.org/abs/2411.04547

Interactive evolutionary algorithms with decision-maker׳s preferences for solving interval multi-objective optimization problems

Autoři: Jing Sun Dunwei Gong Xinfang Ji a další

Zdroj: Communications in Computer and Information Science ISBN: 9783642318368

Témata: 0209 industrial biotechnology, 4. Education, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 16. Peace & justice

Přístupová URL adresa: https://dblp.uni-trier.de/db/conf/icic/icic2012-3.html#GongJSS12
https://link.springer.com/chapter/10.1007%2F978-3-642-31837-5_4
https://link.springer.com/content/pdf/10.1007/978-3-642-31837-5_4.pdf
http://www.sciencedirect.com/science/article/pii/S092523121400232X
https://dblp.uni-trier.de/db/journals/ijon/ijon137.html#GongJSS14
https://link.springer.com/chapter/10.1007/978-3-642-31837-5_4
https://rd.springer.com/chapter/10.1007/978-3-642-31837-5_4
https://doi.org/10.1016/j.neucom.2013.04.052
https://link.springer.com/content/pdf/10.1007%2F978-3-642-31837-5_4.pdf

A two-stage interactive evolutionary algorithm for multi-objective asynchronous parallel selective disassembly sequence planning problem

Autoři: Xiang Sun Shunsheng Guo Jun Guo a další

Zdroj: Computers & Industrial Engineering. 175:108855

Témata: 0209 industrial biotechnology, 0211 other engineering and technologies, 02 engineering and technology

An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls

Autoři: Sinha, Ankur Korhonen, Pekka Wallenius, Jyrki a další

Zdroj: European Journal of Operational Research. 233:674-688

Témata: ta113, ta112, 13. Climate action, 0502 economics and business, 05 social sciences, ta111, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, ta512

Přístupová URL adresa: http://juuli.fi/Record/0338085114
https://doi.org/10.1016/j.ejor.2013.08.046
http://juuli.fi/Record/0355467714
https://doi.org/10.1016/j.ejor.2013.08.046
http://juuli.fi/Record/0030234114

INSPM: An interactive evolutionary multi-objective algorithm with preference model

Autoři: Luciana R. Pedro Ricardo H. C. Takahashi

Zdroj: Information Sciences. 268:202-219

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 16. Peace & justice, 3. Good health

An Interactive Decision Tree-Based Evolutionary Multi-Objective Algorithm

Autoři: Shavarani, Seyed Mahdi López-Ibáñez, Manuel Allmendinger, Richard a další

Zdroj: Shavarani, S M, López-Ibáñez, M, Allmendinger, R & Knowles, J 2023, An Interactive Decision Tree-Based Evolutionary Multi-Objective Algorithm. in EMO 2023.

Přístupová URL adresa: https://research.manchester.ac.uk/en/publications/8c500870-5677-426e-b34a-9f2e22c4d57a