Search Results - multi-objective genetic algorithm explained*

Multi-Objective Emergency Path Planning Based on Improved Nondominant Sorting Genetic Algorithm.

Authors: Yuan, Yiren Xu, Hang Tang, Cuiyong

Source: Symmetry (20738994); Nov2025, Vol. 17 Issue 11, p1818, 28p

Subject Terms: MULTI-objective optimization, GENETIC algorithms, DRONE aircraft, MATHEMATICAL optimization, MOUNTAIN ecology, OBSTACLE avoidance (Robotics), EMERGENCY management, LOGISTICS

A new multi-objective genetic algorithm for solving the fuzzy stochastic multi-manned assembly line balancing problem.

Authors: Zacharia, Paraskevi Th. Nearchou, Andreas C.

Source: International Journal of Production Research; Dec2025, Vol. 63 Issue 24, p9879-9901, 23p

Smart pareto-optimized genetic algorithm for energy-efficient clustering and routing in wireless sensor networks.

Authors: Rajalakshmi, M. Ponni Alias Sathya, S.

Source: Scientific Reports; 10/8/2025, Vol. 15 Issue 1, p1-21, 21p

Subject Terms: ENERGY consumption, WIRELESS sensor networks, ROUTING systems, GENETIC algorithms, NETWORK performance, CLUSTERING algorithms, TECHNOLOGICAL innovations, MULTI-objective optimization

COBGA: MCDM-assisted improved genetic algorithm for scheduling Industrial-Internet-of-Things jobs in cloud computing.

Authors: Qasim, Mohammad Sajid, Mohammad Lapina, Maria et al.

Source: Cluster Computing; Dec2025, Vol. 28 Issue 15, p1-28, 28p

Subject Terms: CLOUD computing, SCHEDULING, MULTI-objective optimization, MULTIPLE criteria decision making, GENETIC algorithms, CYBER physical systems, MATHEMATICAL optimization

Genetic Algorithm Application in Multi– Objective Optimization of Structural Parameters and PID Controller Parameters on Bus Driver Seat’s Suspension System.

Alternate Title: ПРИМЕНА ГЕНЕТСКОГ АЛГОРИТМА У ВИШЕЦИЉНОЈ ОПТИМИЗАЦИЈИ СТРУК– ТУРНИХ ПАРАМЕТАРА И ПАРАМЕТАРА ПИД КОНТРОЛЕРА НА СИСТЕМУ ВЕШАЊА ВОЗАЧЕВОГ СЕДИШТА АУТОБУСА. (Serbian)

Authors: Pham, Ngoc Dai

Source: FME Transactions; 2025, Vol. 53 Issue 3, p426-436, 11p

Subject Terms: GENETIC algorithms, MULTI-objective optimization, MATHEMATICAL programming, MOTOR vehicle springs & suspension, MOTOR vehicle dynamics, AUTOMOBILE seats, PID controllers

Feature selection on real-time application using hybrid of flamingo search algorithm and improved non-dominated sorting genetic algorithm III.

Authors: Kousalya, C. Gnana kumar, V. Senthil Diaz, P. M. et al.

Source: Journal of Experimental & Theoretical Artificial Intelligence; Oct2025, Vol. 37 Issue 7, p1175-1193, 19p

Subject Terms: FEATURE selection, MACHINE learning, MATHEMATICAL optimization, EXTREME learning machines, MULTI-objective optimization, BIG data, OPTIMIZATION algorithms

Multi-objective optimization of hot water circulation pump using machine learning model and non-dominated sorting genetic algorithm.

Authors: Sun, Yuyuan Xi, Chenchen Liu, Dong et al.

Source: AIP Advances; Nov2025, Vol. 15 Issue 11, p1-15, 15p

Subject Terms: MULTI-objective optimization, MACHINE learning, BOOSTING algorithms, MATHEMATICAL programming, WATER pumps, MECHANICAL efficiency, NOISE control

Integrated electromagnetic and noise optimization design of Fe-based soft magnetic composite core reactor based on genetic algorithm.

Authors: Ma, Yangyang Song, Wenle Gao, Jie et al.

Source: Journal of Combinatorial Mathematics & Combinatorial Computing; Dec2025, Vol. 127b, p5125-5148, 24p

Subject Terms: GENETIC algorithms, NOISE control, FINITE element method, MAGNETIC properties, NUCLEAR reactor cores, POWER electronics, FERROMAGNETIC materials, MULTI-objective optimization

Multi-objective genetic algorithm-based molecular screening of exosomes and modeling of their relationship with gene probes.

Authors: Liang, Chuanjie Wang, Yangjunjie Li, Tianchu et al.

Source: Journal of Combinatorial Mathematics & Combinatorial Computing; Dec2025, Vol. 127b, p7037-7053, 17p

Subject Terms: EXOSOMES, DNA probes, ARTIFICIAL intelligence, REGRESSION analysis, MULTI-objective optimization, STATISTICAL correlation

Optimal Technical Indicator Based Trading Strategies Using Evolutionary Multi Objective Optimization Algorithms.

Authors: Vivek, Yelleti Prasad, P. Shanmukh Kali Madhav, Vadlamani et al.

Source: Computational Economics; Jul2025, Vol. 66 Issue 1, p757-807, 51p

Subject Terms: MULTI-objective optimization, SHARPE ratio, GENETIC algorithms, EVOLUTIONARY algorithms, STOCKS (Finance)

Application of Classical and Quantum-Inspired Methods Through Multi-Objective Optimization for Parameter Identification of a Multi-Story Prototype Building.

Authors: Rodríguez-Torres, Andrés Valencia-Niño, Cesar Hernando Alvarez-Icaza, Luis

Source: Buildings (2075-5309); Oct2025, Vol. 15 Issue 20, p3743, 28p

Subject Terms: MULTI-objective optimization, QUANTUM computing, PARTICLE swarm optimization, SOIL vibration, PARAMETER estimation, BUILDINGS safety measures, DIGITAL twin, GENETIC algorithms

Robust Blue‐Green Urban Flood Risk Management Optimised With a Genetic Algorithm for Multiple Rainstorm Return Periods.

Authors: Rehman, Asid Ur Glenis, Vassilis Lewis, Elizabeth et al.

Source: Journal of Flood Risk Management; Sep2025, Vol. 18 Issue 3, p1-24, 24p

Subject Terms: FLOOD risk, GREEN infrastructure, HYDRODYNAMICS, RAINFALL frequencies, RISK assessment, GENETIC algorithms, MULTI-objective optimization, EMERGENCY management

Designing an SOI Interleaver Using Genetic Algorithm.

Authors: Gad, Michael Fedawy, Mostafa Abboud, Mira et al.

Source: Photonics; Aug2025, Vol. 12 Issue 8, p775, 16p

Subject Terms: GENETIC algorithms, MULTI-objective optimization, WAVELENGTHS, MULTIDISCIPLINARY design optimization, TECHNICAL specifications, INTERFERENCE channels (Telecommunications), RESONATORS

Multi-Objective Sizing Method for PV-BESS Integration with EV Charging Stations and Analysis Across Different Parking Scenarios.

Authors: Tiburtini, Francesco Maria Lo Franco, Francesco Ricco, Mattia

Source: Batteries; Nov2025, Vol. 11 Issue 11, p422, 27p

Subject Terms: ELECTRIC vehicle charging stations, MULTI-objective optimization, COST benefit analysis, SUSTAINABILITY, ENERGY consumption, GENETIC algorithms

Preliminary design of morphing flaperon using optimization by genetic algorithm.

Authors: Dubnicky, Lukas Juracka, Jaroslav Šplíchal, Jan et al.

Source: Aircraft Engineering & Aerospace Technology; 2025, Vol. 97 Issue 7, p754-763, 10p

Subject Terms: GENETIC algorithms, MULTI-objective optimization, FORCE & energy, WING-warping (Aerodynamics), MATHEMATICAL optimization, STRUCTURAL design, FINITE element method

Sustainable fixed-charge fuzzy multi-objective 5D shortest path problem using aspiration level-based NSGAS: application to aquatic fish haul system.

Authors: Todkar, Aniket Sarjerao Dhodiya, Jayesh Mohan

Source: RAIRO: Operations Research (2804-7303); 2025, Vol. 59 Issue 5, p3375-3401, 27p

Subject Terms: SUSTAINABILITY, CARBON emissions, ROUTING algorithms, MATHEMATICAL optimization, AQUATIC habitats, MULTI-objective optimization, FUZZY logic, GENETIC algorithms

OPTIMIZATION MULTI-OBJECTIVE PARALLEL MULTIWORK SHOP FLOW-SHOP SCHEDULING PROBLEM UNDER NO-WAITING CONSTRAINT.

Authors: Bahmani, Younes

Source: Academic Journal of Manufacturing Engineering; 2025, Vol. 23 Issue 3, p118-135, 18p

Subject Terms: MULTI-objective optimization, FLOW shop scheduling, PARTICLE swarm optimization, WORKSHOPS (Facilities), SCHEDULING, GENETIC algorithms, ANT algorithms, MATHEMATICAL optimization

Phasing LID Implementation for Flood Mitigation in Urban Drainage Systems Considering Climate Change Scenarios and Using Genetic Algorithms.

Authors: Creaco, Enrico Dada, Arianna Grossi, Giovanna et al.

Source: Journal of Water Resources Planning & Management; Aug2025, Vol. 151 Issue 8, p1-10, 10p

Subject Terms: FLOOD damage prevention, URBAN runoff management, DISCRETE event simulation, GENETIC algorithms, MULTI-objective optimization, CLIMATE change, GREEN infrastructure

Geographic Terms: BRESCIA (Italy)

Multi-objective optimization of speed frame parameters for polyester spun yarn using artificial intelligence and grey relational analysis.

Authors: Savadroodbari, Habib Amiri Razbin, Milad Rezahasani, Mohsen et al.

Source: Scientific Reports; 10/30/2025, Vol. 15 Issue 1, p1-17, 17p

Subject Terms: ARTIFICIAL intelligence, GREY relational analysis, YARN, MULTI-objective optimization, RESPONSE surfaces (Statistics), SPUN yarns, GENETIC algorithms

Optimization of multi-objective land use model with genetic algorithm

Authors: Hasan Mutlu

Source: Journal of Design for Resilience in Architecture and Planning; Vol. 1 No. 1 (2020); 15-32
Journal of Design for Resilience in Architecture and Planning, Vol 1, Iss 1, Pp 15-32 (2020)

Subject Terms: Building construction, Architecture, 11. Sustainability, genetic algorithm, 0211 other engineering and technologies, spatial optimization, multi objective land use planning, 02 engineering and technology, 15. Life on land, NA1-9428, TH1-9745

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