Search Results - simulation-based genetics algorithm

Assessing simulation-based supervised machine learning for demographic parameter inference from genomic data.

Authors: Quelin A Austerlitz F Jay F

Source: Heredity [Heredity (Edinb)] 2025 Jul; Vol. 134 (7), pp. 417-426. Date of Electronic Publication: 2025 Jun 06.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 0373007 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2540 (Electronic) Linking ISSN: 0018067X NLM ISO Abbreviation: Heredity (Edinb) Subsets: MEDLINE

MeSH Terms: Supervised Machine Learning* , Computer Simulation* , Genetics, Population*/methods , Genomics*/methods , Machine Learning*, Models, Genetic ; Bayes Theorem ; Humans ; Algorithms ; Neural Networks, Computer

Determining optimal police patrol deployments : a simulation-based optimisation approach combining agent-based modelling and genetic algorithms

Authors: Chenevoy, Natacha Laure Birks, Daniel Malleson, Nicolas

Contributors: Chenevoy, Natacha Laure Birks, Daniel Malleson, Nicolas

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.885336

Genetics by genetic algorithm: Defining an ideal platelet donor population to support patients with HLA-mediated alloimmune refractoriness.

Authors: Blake JT Rickards N Mack J et al.

Source: Transfusion [Transfusion] 2025 Dec; Vol. 65 (12), pp. 2398-2405. Date of Electronic Publication: 2025 Oct 08.

Publication Type: Journal Article

Journal Info: Publisher: American Association Of Blood Banks Country of Publication: United States NLM ID: 0417360 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1537-2995 (Electronic) Linking ISSN: 00411132 NLM ISO Abbreviation: Transfusion Subsets: MEDLINE

MeSH Terms: Algorithms* , Platelet Transfusion* , Blood Donors* , HLA Antigens*/immunology , HLA Antigens*/genetics , Blood Platelets*/immunology, Humans ; Canada ; Histocompatibility Testing ; Genetic Algorithms

Simulation-based optimization of a production system topology: a neural network-assisted genetic algorithm

Authors: Paape, N. van Eekelen, Joost A.W.M. Reniers, Michel A.

Source: (2024) date: 2024-02-02, pp.28

Index Terms: Preprint

URL: https://research.tue.nl/en/publications/8b3abebd-44d7-401f-9e71-9b3d1e4c9546

Development of simulation-based genetic algorithms model for crew allocation in the precast industry

Authors: Al-Bazi, Ammar F. J. Dawood, Nashwan N. Dean, John T.

Contributors: Al-Bazi, Ammar F. J. Dawood, Nashwan N. Dean, John T.

Subject Terms: 624.0285, precast concrete products manufacturing industry, crew allocation, simulation-based genetic algorithms model, skilled operators

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.526683

Optimizing Reconfigurable Manufacturing Systems for Fluctuating Production Volumes: A Simulation-Based Multi-Objective Approach

Authors: Barrera Diaz, Carlos Alberto Aslam, Tehseen Ng, Amos H. C.

Source: IEEE Access. 9:144195-144210

Subject Terms: Multi-objective optimization, reconfigurable manufacturing systems, simulation-based optimization, genetic algorithm, Produktion och automatiseringsteknik, Production and Automation Engineering, VF-KDO

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-20674
https://doi.org/10.1109/ACCESS.2021.3122239

AI-powered simulation-based inference of a genuinely spatial-stochastic gene regulation model of early mouse embryogenesis.

Authors: Ramirez Sierra MA Sokolowski TR

Source: PLoS computational biology [PLoS Comput Biol] 2024 Nov 14; Vol. 20 (11), pp. e1012473. Date of Electronic Publication: 2024 Nov 14 (Print Publication: 2024).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE

MeSH Terms: Embryonic Development*/genetics , Embryonic Development*/physiology , Gene Expression Regulation, Developmental*/genetics , Stochastic Processes*, Animals ; Mice ; Computer Simulation ; Algorithms ; Bayes Theorem ; Computational Biology/methods ; Fibroblast Growth Factor 4/genetics ; Fibroblast Growth Factor 4/metabolism ; Cell Differentiation/genetics ; Cell Differentiation/physiology ; Signal Transduction/physiology ; Signal Transduction/genetics ; Models, Genetic ; Germ Layers/metabolism ; Germ Layers/embryology

Development of a Non-Spherical Polymeric Particles Calibration Procedure for Numerical Simulations Based on the Discrete Element Method.

Authors: García-Montagut, Joshua Paz, Rubén Monzón, Mario

Source: Polymers (20734360). Oct2025, Vol. 17 Issue 20, p2748. 28p.

Subject Terms: *DISCRETE element method, *LOW density polyethylene, *CALIBRATION, *GENETIC algorithms, *COMPUTER simulation, *EMPIRICAL research, *PROCESS optimization, *BULK solids

SCIMITAR: optimising chest digital tomosynthesis devices using geometric simulations and genetic algorithms.

Authors: Hill AD Aflyatunova D Mavalankar A et al.

Source: Biomedical physics & engineering express [Biomed Phys Eng Express] 2025 Oct 14; Vol. 11 (6). Date of Electronic Publication: 2025 Oct 14.

Publication Type: Journal Article

Journal Info: Publisher: IOP Publishing Ltd Country of Publication: England NLM ID: 101675002 Publication Model: Electronic Cited Medium: Internet ISSN: 2057-1976 (Electronic) Linking ISSN: 20571976 NLM ISO Abbreviation: Biomed Phys Eng Express Subsets: MEDLINE

MeSH Terms: Algorithms* , Imaging, Three-Dimensional*/methods , Imaging, Three-Dimensional*/instrumentation , Radiography, Thoracic*/instrumentation , Radiography, Thoracic*/methods , Tomography, X-Ray Computed*/instrumentation , Tomography, X-Ray Computed*/methods , Radiographic Image Enhancement*/instrumentation , Radiographic Image Enhancement*/methods, Humans ; Computer Simulation ; Equipment Design ; Phantoms, Imaging ; Genetic Algorithms

Implementation of Heuristic Algorithms for Simulating Crisis Situations in the Medical System.

Authors: Andrei, Pătrăușanu Andra-Paraschiva, Buta Adrian, Florea

Source: International Journal of Advanced Statistics & IT&C for Economics & Life Sciences. Dec2025, Vol. 15 Issue 1, p29-42. 14p.

Subject Terms: *RESOURCE allocation, *EMERGENCY management, GENETIC algorithms, EMERGENCY medical services, HEURISTIC algorithms, COMPUTER simulation, CRISES

Optimization of welding job-shop scheduling problem under variable workstation constraint: an industrial application with Arena simulation based genetic algorithm.

Alternate Title: Kaynak atölyesi çizelgeleme probleminin değişken iş istasyonu kısıtlaması altında optimizasyonu: Arena simülasyonu tabanlı genetik algoritma ile endüstriyel bir uygulama.

Authors: KARAOGLAN, Aslan Deniz¹ deniz@balikesir.edu.tr

Source: Pamukkale University Journal of Engineering Sciences. 2022, Vol. 28 Issue 1, p139-147. 9p.

Subject Terms: *PRODUCTION scheduling, *GENETIC algorithms, *WELDING, *TECHNICAL specifications, *WELDED joints, *INDUSTRIAL applications, *MANUFACTURING workstations

A stochastic optimization framework for road traffic controls based on evolutionary algorithms and traffic simulation

Authors: Jin, Junchen Ma, Xiaoliang Kosonen, Iisakki

Source: Advances in Engineering Software. 114:348-360

Subject Terms: Simulation-based optimization, Archived genetic algorithm, Road traffic controls, Traffic light control, Object-oriented software framework, Transportvetenskap, Transport Science, Datalogi, Computer Science

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-227702
https://kth.diva-portal.org/smash/get/diva2:1205218/FULLTEXT01.pdf

Using simulation-based system dynamics and genetic algorithms to reduce the cash flow bullwhip in the supply chain.

Authors: Badakhshan, Ehsan Humphreys, Paul Maguire, Liam et al.

Source: International Journal of Production Research. Sep2020, Vol. 58 Issue 17, p5253-5279. 27p. 4 Diagrams, 5 Charts, 11 Graphs.

Subject Terms: *CASH flow, *SUPPLY chains, *COST control, *SUPPLY chain management, SYSTEM dynamics, GENETIC algorithms

A simulation-based dynamic scheduling and dispatching system with multi-criteria performance evaluation for Industry 3.5 and an empirical study for sustainable TFT-LCD array manufacturing.

Authors: Hong, Tzu-Yen Chien, Chen-Fu

Source: International Journal of Production Research. Dec2020, Vol. 58 Issue 24, p7531-7547. 17p. 7 Diagrams, 7 Charts, 1 Graph.

Subject Terms: *PRODUCT life cycle, *MULTIPLE criteria decision making, *DECISION making, *REMANUFACTURING, DISCRETE event simulation, GENETIC algorithms, DISCRETE systems

Novel approach for AI-based N 2 O emission reduction in biological wastewater treatment relying on genetic algorithms and neural networks.

Authors: Freyschmidt A Köster S

Source: Water science and technology : a journal of the International Association on Water Pollution Research [Water Sci Technol] 2025 May; Vol. 91 (10), pp. 1172-1184. Date of Electronic Publication: 2025 May 06.

Publication Type: Journal Article

Journal Info: Publisher: IWA Publishing Country of Publication: England NLM ID: 9879497 Publication Model: Print-Electronic Cited Medium: Print ISSN: 0273-1223 (Print) Linking ISSN: 02731223 NLM ISO Abbreviation: Water Sci Technol Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Algorithms* , Wastewater*/chemistry , Waste Disposal, Fluid*/methods , Artificial Intelligence* , Nitrous Oxide* , Water Purification*/methods, Genetic Algorithms

Simulation-based hybrid genetic algorithms for the stochastic multi-mode resource-constrained project scheduling problem with minimized financial risk.

Authors: Liu, Wanlin Zhang, Haotian Chen, Yumeng et al.

Source: Applied Soft Computing. Aug2024, Vol. 161, pN.PAG-N.PAG. 1p.

Subject Terms: Genetic algorithms, Financial risk, Net present value, Scheduling, Value at risk, Profit & loss

Shape optimization of elliptical disk-shaped cavitator based on physics-informed neural networks and multi-objective genetic algorithm.

Authors: Xu, Yinan Liu, Pingan Qian, Xile et al.

Source: Physics of Fluids. Oct2025, Vol. 37 Issue 10, p1-15. 15p.

Subject Terms: *MULTI-objective optimization, *COMPUTATIONAL fluid dynamics, *STRUCTURAL optimization, *MACHINE learning, *DRAG reduction, *CAVITATION

Simulation-based genetic algorithm for optimizing a municipal cooperative waste supply chain in a pandemic.

Authors: Ghasemi, Peiman Goli, Alireza Goodarzian, Fariba et al.

Source: Engineering Applications of Artificial Intelligence. Jan2025:Part A, Vol. 139, pN.PAG-N.PAG. 1p.

Subject Terms: *COVID-19 pandemic, *MEDICAL wastes, *HOSPITAL waste disposal, *GENETIC algorithms, *WASTE management

Leveraging genetic algorithms and system dynamics for effective multi-objective policy optimization: a case study on the broadcasting industry.

Authors: Sohrabinejad, Azadeh Hafshejani, Kiamars Fathi Sobhani, Farzad Movahedi

Source: Simulation. Apr2025, Vol. 101 Issue 4, p453-476. 24p.

Subject Terms: *MULTI-objective optimization, *MULTIPLE criteria decision making, *EVOLUTIONARY algorithms, *GENETIC algorithms, *SOCIOTECHNICAL systems

Parallel derivative-free optimization for simulation-based design of behind-the-meter energy systems.

Authors: Campos, Gustavo da Silva Pereira, Weslley Vercellino, Roberto et al.

Source: Computers & Chemical Engineering. Feb2026:Part 1, Vol. 205, pN.PAG-N.PAG. 1p.

Subject Terms: *GENETIC algorithms, *CONSTRAINED optimization, *MATHEMATICAL optimization, *VIRTUAL design, *PARALLEL programming, *DISTRIBUTED power generation, *RESPONSE surfaces (Statistics)