Tradeoffs within Representational Behaviors: Multi-Objective Optimization Strategies for Simulated Military Units by Rob Kewley, Chris Argenta, Chris McGoarty

“…Our Mission Command Agents (MCAs) combine constraint optimization for multi-agent goal reasoning and state-space planning for route planning to generate Courses of Action (COAs) for simulated units. …”
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Performance Evaluation of an Automated Peritoneal Dialysis Solution Generation System in Patients Using Automated Peritoneal Dialysis by Shuchita Sharma, Osama E. Shamy, Alyssa Wilmington, Brad Keller, Nabeel Aslam, Ha Tran, Peter Rutherford, Jaime Uribarri

“…We evaluated the primary safety (microbiological testing) and efficacy (chemical composition) of the product water generated by the SGS device. …”
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Compatibility Evaluation of Photovoltaic and Hydroelectric Power Generation Potential in the Beijiang River Basin Based on Climate Resources by Ren Yifang, Zhao Yanxia, Chen Sining, Sun Qing, Li Muyuan, Zhang Yi, Liu Li

“…In order to achieve optimal utilization of a multi-energy coupled power generation system, it is crucial to understand the capacity of climate resources and their alignment with the power production sources. …”
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Comprehensive Evaluation of Operation Safety of Earth-rock Dams Based on Weight Optimization-cloud Model by ZHANG Jianwei, WU Weitao, HOU Ge, HUANG Jinlin, WANG Bingpeng, LIU Hongze, HU Zixu

“…The membership degree was calculated by generating different numbers of cloud droplets through the forward cloud generators, which were taken as the model solution under each number of cloud droplets. …”
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Comparative Evaluation of Different Fuzzy Tuning Rules on Energy Management Systems Cost Savings by Oladimeji Ibrahim, Mutiu Shola Bakare, Waheed Olaide Owonikoko, Rasaq Atanda Alao, Temitope Ibrahim Amosa, Muhyideen Oluwafemi Tijani

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A novel extraction model optimization with effective separation coefficient for rare earth extraction process using improve differential evolution by Fangping Xu, Hui Yang, Jianyong Zhu, Wenjia Chang

“…Additionally, recognizing the different performance requirements for mutation strategies at various stages of evolution, we introduce a dual-mutation strategy method based on DE/current-to-pbest/1 and DE/rand/1. …”
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Generative design optimization of tree distribution for enhanced thermal comfort in communal spaces with special reference to hot arid climates by Ahmed Maged, Aly Abdelalim, Abdelaziz Farouk A. Mohamed

“…Therefore, this study explores the efficiency of generative design tools in optimizing tree distribution based on mutation evolution to enhance outdoor thermal comfort, providing a dynamic, iterative approach that adapts to diverse urban morphologies. …”
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Short-term Power Prediction of Photovoltaic Power Generation Based on LSTM and Error Correction by ZHU Tao, LI Junwei, ZHU Yuanfu, YE Zhiming, TANG Yi

“…First, the data is preliminarily predicted by LSTM to generate an error sequence, and then the error sequence is decomposed into submodels of different frequencies by empirical mode decomposition (EMD). …”
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Abstract 208: Optimal Catheter Position and Aspiration Technique Improves Safety and Efficacy Using Next Generation Funnel Catheter by Alejandro Tomasello, Joaquin Zamarro, Mikel Terceño, Manuel Requena, Samia Bashir, Jose Diaz, Aina Laguarta, Sonia Sanchez, Marc Ribo

“…The impact of the funnel deployment location in the different ICA segments (C1 to C4 or above) and the condition of the aspiration on angiographical outcome was also evaluated. …”
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A quasi oppositional forensic based investigation algorithm for optimizing distributed generation placement and sizing in power distribution systems by Binaya Kumar Malika, Vivekananda Pattanaik, Subhasis Panda, Binod Kumar Sahu, Pravat Kumar Rout, Mohit Bajaj, Vojtech Blazek, Lukas Prokop, Stanislav Misak

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Evaluation and optimal selection of Carboniferous Kalashayi Formation source rocks in southwestern Tarim Basin by ZHANG Fushun, ZHENG Qiming, HU Hanwen, YAO Wei, ZHANG Tan, MA Hongqiang

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Dosimetric comparison and evaluation of different convergence modes in nasopharyngeal carcinoma using VMAT treatment deliveries by Maoying Lan, Rui Wu, Guanhua Deng, Bo Yang, Yongdong Zhuang, Wei Yi, Wenwei Xu, Jiancong Sun

“…For each patient, three VMAT plans with different CM settings (Off, On, and Extended) were created using identical optimization objectives. …”
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Production Quality Evaluation of Electronic Control Modules Based on Deep Belief Network by Hua Gong, Wanning Xu, Congang Chen, Wenjuan Sun

“…First, key indicators are extracted to construct a production quality evaluation index system. A Multi-mutation Differential Evolution algorithm is designed to optimize the initial network weights of the Deep Belief Network (DBN) and integrate the production quality information into the pre-training phase. …”
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Fire Hawk Optimizer Adjusted Tri-Stage (1+PI)-PI-TID Cascade Controller for Automatic Generation Control of PSI by Moses Awal, Michael Robson Atim, Jimmy Nabende Wanzala, Johnes Obungoloch, Mohamed Barakat

“…This study aims to enhance the performance of automatic generation control (AGC) in power systems interconnection (PSI) by employing the fire hawk optimizer (FHO), a green algorithm, to optimize a novel tri-stage cascade controllers (CCs) configuration: (1+PI)-PI-PID and (1+PI)-PI-TID CCs. …”
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Evaluation and optimization of esterified starch and Canna edulis ker fiber films for food packaging applications by Nicolás Piñeros-Guerrero, Juan Pablo Fernández-Trujillo, Ramón Pamies, Yineth Piñeros-Castro

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Economic Scheduling of Microgrid Based on Energy Management and Demand Response by Chamandoust Heydar

“…The presented results have been evaluated based on different demand response programs.…”
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Performance evaluation, prediction analysis and optimization of experimental ORC using artificial neural networks (ANN) by Diki Ismail Permana, Federico Fagioli, Maurizio De Lucia, Dani Rusirawan, Istvan Farkas

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Explainable artificial intelligence (XAI) to find optimal in-silico biomarkers for cardiac drug toxicity evaluation by Muhammad Adnan Pramudito, Yunendah Nur Fuadah, Ali Ikhsanul Qauli, Aroli Marcellinus, Ki Moo Lim

“…We also found that the optimal in silico biomarkers selected based on SHAP analysis may be different for various classification models. …”
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Multivariate optimization for the development of a sample preparation procedure and evaluation of trace elements in plastic toys by Dayara Virgínia Lino Ávila, Sidnei Oliveira Souza, João Batista Pereira Junior, Victor Cerdà, Rennan Geovanny Oliveira Araujo

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Robust Framework for PMU Placement and Voltage Estimation of Power Distribution Network by Nida Khanam, Mohd. Rihan, Salman Hameed

“…The suggested method uses a hybrid Multi-Objective Particle Swarm Optimization and Differential Evolution (MOPSO-DE) algorithm to find the best PMU positions and the Weighted Least Squares (WLS) method to estimate voltage magnitude. …”
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