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Promise of multiobjective genetic algorithms in coating performance formulation

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Daniel Bachniak, Lukasz Rauch, Maciej Pietrzyk & Jan Kusiak. (2017) Selection of the optimization method for identification of phase transformation models for steels. Materials and Manufacturing Processes 32:11, pages 1248-1259.
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Badria Al-Siyabi, Ashish M. Gujarathi & Nallusamy Sivakumar. (2017) Harmonic multi-objective differential evolution approach for multi-objective optimization of fed-batch bioreactor. Materials and Manufacturing Processes 32:10, pages 1152-1161.
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Manwendra K. Tripathi, P. P. Chattopadhyay & Subhas Ganguly. (2017) Evolutionary intelligence in design and synthesis of bulk metallic glasses by mechanical alloying. Materials and Manufacturing Processes 32:10, pages 1059-1066.
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Tinkle Chugh, Nirupam Chakraborti, Karthik Sindhya & Yaochu Jin. (2017) A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem. Materials and Manufacturing Processes 32:10, pages 1172-1178.
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Yanjuan Hu, Xingfu Chang, Yao Wang, Zhanli Wang, Chao Shi & Lizhe Wu. (2017) Cloud manufacturing resources fuzzy classification based on genetic simulated annealing algorithm. Materials and Manufacturing Processes 32:10, pages 1109-1115.
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Klemen Stopar, Miha Kovačič, Peter Kitak & Jože Pihler. (2017) Electric arc modeling of the EAF using differential evolution algorithm. Materials and Manufacturing Processes 32:10, pages 1189-1200.
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Vibhu Trivedi, Shiv Prakash & Manojkumar Ramteke. (2017) Optimized on-line control of MMA polymerization using fast multi-objective DE. Materials and Manufacturing Processes 32:10, pages 1144-1151.
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Jacek Jackiewicz. (2017) Manufacturing of instructional aids for students at low cost by means of 3D printing. Materials and Manufacturing Processes 32:10, pages 1116-1130.
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Karimulla Shah, Rishav Kumar, Sibasis Sahoo, R. S. Pais, Debalay Chakrabarti & Nirupam Chakraborti. (2017) Optimization of annealing cycle parameters of dual phase and interstitial free steels by multiobjective genetic algorithms. Materials and Manufacturing Processes 32:10, pages 1201-1208.
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Tamoghna Mitra, Frank Pettersson, Henrik Saxén & Nirupam Chakraborti. (2017) Blast furnace charging optimization using multi-objective evolutionary and genetic algorithms. Materials and Manufacturing Processes 32:10, pages 1179-1188.
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A. Goswami, K. Singh, S. Aravindan & P. V. Rao. (2017) Optimizing FIB milling process parameters for silicon and its use in nanoreplication. Materials and Manufacturing Processes 32:10, pages 1052-1058.
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C. Halder, M. Sitko, L. Madej, M. Pietrzyk & N. Chakraborti. (2016) Optimised recrystallisation model using multiobjective evolutionary and genetic algorithms and k-optimality approach. Materials Science and Technology 32:4, pages 366-374.
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S. Nagaraju, P. Vasantharaja, N. Chandrasekhar, M. Vasudevan & T. Jayakumar. (2016) Optimization of Welding Process Parameters for 9Cr-1Mo Steel Using RSM and GA. Materials and Manufacturing Processes 31:3, pages 319-327.
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Chandan Halder, Lukasz Madej, Maciej Pietrzyk & Nirupam Chakraborti. (2015) Optimization of Cellular Automata Model for the Heating of Dual-Phase Steel by Genetic Algorithm and Genetic Programming. Materials and Manufacturing Processes 30:4, pages 552-562.
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R. Jha, F. Pettersson, G. S. Dulikravich, H. Saxen & N. Chakraborti. (2015) Evolutionary Design of Nickel-Based Superalloys Using Data-Driven Genetic Algorithms and Related Strategies. Materials and Manufacturing Processes 30:4, pages 488-510.
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Yiğit M. Arisoy & Tuğrul Özel. (2015) Machine Learning Based Predictive Modeling of Machining Induced Microhardness and Grain Size in Ti–6Al–4V Alloy. Materials and Manufacturing Processes 30:4, pages 425-433.
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Felipe Bertelli, Carlos H. Silva-Santos, Débora J. Bezerra, Noé Cheung & Amauri Garcia. (2015) An Effective Inverse Heat Transfer Procedure Based on Evolutionary Algorithms to Determine Cooling Conditions of a Steel Continuous Casting Machine. Materials and Manufacturing Processes 30:4, pages 414-424.
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Articles from other publishers (9)

Manish Kumar Singh, Chandan Halder, Saurabh Dixit & Snehanshu Pal. (2021) Correlation and Optimization of Phosphorous Content in Liquid Steel with Turndown Temperature and FeO Content in Slag for Steel Making by LD Converter by Implementing Multi-Objective Evolutionary and Genetic Algorithms. Transactions of the Indian Institute of Metals 74:11, pages 2787-2799.
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RESMI V PRASAD, R RAJESH & D THIRUMALAIKUMARASAMY. (2020) Selection of coating material for magnesium alloy using Fuzzy AHP-TOPSIS. Sādhanā 45:1.
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Łukasz Rauch, Daniel Bachniak, Roman Kuziak, Jan Kusiak & Maciej Pietrzyk. (2018) Problem of Identification of Phase Transformation Models Used in Simulations of Steels Processing. Journal of Materials Engineering and Performance 27:11, pages 5725-5735.
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Debanjana Bhattacharyya, Prabodh Ranjan Padhee, Prabir Kumar Das, Chandan Halder & Snehanshu Pal. (2018) Data-Driven Bi-Objective Genetic Algorithms EvoNN Applied to Optimize Dephosphorization Process during Secondary Steel Making Operation for Producing LPG (Liquid Petroleum Gas Cylinder) Grade of Steel. steel research international 89:8, pages 1800095.
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Snehanshu Pal & Chandan Halder. (2017) Optimization of Phosphorous in Steel Produced by Basic Oxygen Steel Making Process Using Multi-Objective Evolutionary and Genetic Algorithms. steel research international 88:3, pages 1600193.
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Kaibalya Mohanty, Tamoghna Mitra, Henrik Saxén & Nirupam Chakraborti. (2016) Multiple Criteria in a Top Gas Recycling Blast Furnace Optimized through a k -Optimality-Based Genetic Algorithm . steel research international 87:10, pages 1284-1294.
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Trung N. Nguyen, Thomas Siegmund, Waterloo Tsutsui, Hangjie Liao & Wayne Chen. (2016) Bi-objective optimal design of a damage-tolerant multifunctional battery system. Materials & Design 105, pages 51-65.
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Rajeev Kumar Sahu, Chandan Halder & Prodip Kumar Sen. (2016) Optimization of Top Gas Recycle Blast Furnace Emissions with Implications of Downstream Energy. steel research international 87:9, pages 1190-1202.
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Ngoc-Trung Nguyen, Krishnaswamy Hariharan, Nirupam Chakraborti, Frédéric Barlat & Myoung-Gyu Lee. (2015) Springback Reduction in Tailor Welded Blank with High Strength Differential by Using Multi-Objective Evolutionary and Genetic Algorithms. steel research international 86:11, pages 1391-1402.
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