Multi objective genetic algorithm
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The present research and model is aimed at presenting an integrated multi-objective optimal supply chain model of Sepah Bank's green supply chain in terms of model uncertainty using meta-heuristic algorithms and providing a suitable conceptual framework. In this regard, a multiobjective optimization model is presented and solved using fireworks algorithms based on Pareto Archive and NSGA-II. The green banking phenomenon has emerged with the same purpose in the banking system of the world and today it has made significant progress in theoretical and operational aspects.
11p longtimenosee07 29-03-2024 2 2 Download
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Part 1 book "Multi-objective optimization in chemical engineering" includes content: Introduction, optimization of pooling problems for two objectives using the ε-Constraint method, multi objective optimization applications in chemical engineering, performance comparison of jumping gene adaptations of the elitist non dominated sorting genetic algorithm, improved constraint handling technique for multi objective optimization with application to two fermentation processes,... and other contents.
256p muasambanhan09 12-03-2024 7 0 Download
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Part 2 book "Multi-objective optimization in chemical engineering" includes content: Parameter estimation in phase equilibria calculations using multi objective evolutionary algorithms, phase equilibrium data reconciliation using multi objective differential evolution with tabu list, ecodesign of chemical processes with multi objective genetic algorithms,...and other contents.
259p muasambanhan09 12-03-2024 1 0 Download
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Part 2 book "Advances in 3D printing and additive manufacturing" includes content: Multi-objective optimization of mechanical properties of aluminium 7075 based hybrid metal matrix composite using genetic algorithm; a review on status of research in metal additive manufacturing; additive manufacturing at french space agency with industry partnership; implant analysis on the lumbar sacrum vertebrae using finite element method;... and other contents.
106p muasambanhan06 01-02-2024 5 2 Download
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Continued part 1, part 2 of ebook "Advances in 3D printing and additive manufacturing technologies" provide readers with content about: multi-objective optimization of mechanical properties of aluminium 7075-based hybrid metal matrix composite using genetic algorithm; a review on status of research in metal additive manufacturing; multi-response optimization of Nd:YAG laser for micro-drilling of 304 stainless steel using grey relational analysis; additive manufacturing at french space agency with industry partnership;...
106p damtuyetha 16-02-2023 6 2 Download
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The study "Multi-objective solar building envelope design optimization" includes four main objectives: 1 - To explore the components of a building envelope design optimization framework that would be developed for the conceptual building design phase; 2 - To establish an optimization process for different BIPV application types; 3 - To investigate the optimization algorithms and methods that could be used to optimize building envelope design for BIPV; 4 - To develop and validate an optimization framework to integrate BIPV into the building structure.
158p runthenight04 02-02-2023 3 1 Download
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Recently, piped irrigation systems have been getting more and more widely utilized. This paper aims to propose an integrated Non-domimated Sorting Genetic Algorithm II (NSGA II) and Multiply Criteria Decision Making (MCDM) method for finding the ultimately optimal design of piped irrigation networks when simultaneously considering minimum cost of pipes and maximum life span of pipes.
8p vimalfoy 08-02-2023 4 2 Download
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The research has designed a novel active truck seat suspension system for a further study of active vibration control. A 5-degree-of-freedom driver and seating suspension system model for active vibration control has been developed. A novel fast system parameter identification method from vibration measurement data has been proposed for the seat-occupant system based on the multi-objective Genetic Algorithm optimization (GA).
206p runthenight04 02-02-2023 9 4 Download
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Visco-elastic damping is one of the passive control methods in structural vibration. Multilayer visco-elastic patch is preferred due to high level of damping and easy implementation. In order to obtain an economical design, many objectives must be considered and this concept leads to solving multi-objective optimization problem.
4p vijaguar 16-11-2022 12 1 Download
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The thesis " A Study of Vibration Control of Truck Seat Suspension System" has designed a novel active truck seat suspension system for a further study of active vibration control. A 5-degree-of-freedom driver and seating suspension system model for active vibration control has been developed. A novel fast system parameter identification method from vibration measurement data has been proposed for the seat-occupant system based on the multi-objective Genetic Algorithm optimization (GA).
206p runordie3 06-07-2022 13 3 Download
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This research also demonstrates the effectiveness of DHACA compared with the previous studies such as Multi-objectives Genetic Algorithm (MOGA), Simulated Annealing Algorithm based Multi-objectives Genetic Algorithm (SAbased MOGA) on the CSLP. DHACA supports the construction site dynamic planning with constraints on facilities to improve work efficiency.
12p inception36 30-11-2021 11 1 Download
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This research proposes a new Hybrid Meta-heuristic model which is a combination of Ant Colony Optimization algorithm (ACO), Bacterial foraging algorithm (BFA), and Pair-Wise Exchange Heuristic algorithm (PWEH). The proposed algorithm is named Dynamic Hybrid Ant Colony Algorithm (DHACA) model that can enhance local and global searches simultaneously. In addition, parameter values are optimized to create a better solution.
11p chauchaungayxua12 09-07-2021 13 1 Download
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The objective of this paper is to optimize preform’s dimensions of the bevel gear in the forging process. The considered design parameters include whole height (H), large diameter (D), and chamfer length (B).
8p vinevada2711 19-03-2021 14 1 Download
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RNAs are attractive molecules as the biological parts for synthetic biology. In particular, the ability of conformational changes, which can be encoded in designer RNAs, enables us to create multistable molecular switches that function in biological circuits.
20p vikentucky2711 24-11-2020 9 2 Download
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Feature selection algorithm based on dual correlation filters for cancer‑associated somatic variants
Since the development of sequencing technology, an enormous amount of genetic information has been generated, and human cancer analysis using this information is drawing attention.
19p vikentucky2711 24-11-2020 13 1 Download
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This study introduces a v-domain design scheme for optimal FOPID controllers; the purposed method is based on minimum angle system pole placement in v-plane. Multi-objective genetic algorithm is used for controller coefficient optimization. Disturbance rejection FOPID controller design examples are illustrated.
10p dayhoctainha 10-09-2020 26 1 Download
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The paper presents the multi-objective optimization of the SCr445 (45X) steel turning process with input parameters: cutting speed, feed rate and depth of cut. Two optimal targets are surface roughness (SR) and material removal rate (MRR). Based on the genetic algorithm (GA) optimizing multi-objective cutting parameters simultaneously combined with Pareto search solution and optimization solution, besides along with empirical research to select the optimal cutting parameters.
5p nguathienthan5 03-06-2020 16 0 Download
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In this work carbide insert coated with nanocomposite coatings like AlTiN and TiAlSiN commercially known as Hyperlox and HSN2 were used and their performance during machining of Inconel 600 was studied.
10p kelseynguyen 28-05-2020 6 0 Download
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This paper presents a model to solve the multi-objective location-routing problem with capacitated vehicles. The main purposes of the model are to find the optimal number and location of depots, the optimal number of vehicles, and the best allocation of customers to distribution centers and to the vehicles.
16p tocectocec 24-05-2020 4 1 Download
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A non-dominated sorting genetic algorithm (NSGA-II) is applied to obtain Pareto optimal solutions in widely used advanced machining processes, i.e., electric discharge machining, electrochemical micromachining, ultrasonic machining, abrasive water jet machining.
10p tohitohi 22-05-2020 44 0 Download