Search Results - python algorithmus

gym-flp: A Python Package for Training Reinforcement Learning Algorithms on Facility Layout Problems by Heinbach, Benjamin, Burggräf, Peter, Wagner, Johannes

“… To address these issues, we present an open-source Python package (gym-flp) that utilises the OpenAI Gym toolkit, specifically designed for developing and comparing RL algorithms…”
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Design of Heuristic Algorithms for Hard Optimization: With Python Codes for the Travelling Salesman Problem by Taillard, Eric D

“…This open access book demonstrates all the steps required to design heuristic algorithms for difficult optimization. The classic problem of the travelling…”
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ParFit: A Python-Based Object-Oriented Program for Fitting Molecular Mechanics Parameters to ab Initio Data by Zahariev, Federico, De Silva, Nuwan, Gordon, Mark S, Windus, Theresa L, Pérez García, Marilú

“… ParFit is written in Python, uses a rich set of standard and nonstandard Python libraries, and can be run in parallel on multicore computer systems…”
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Multi-objective optimization algorithm coupled to EnergyPLAN software: The EPLANopt model by Prina, Matteo Giacomo, Cozzini, Marco, Garegnani, Giulia, Manzolini, Giampaolo, Moser, David, Filippi Oberegger, Ulrich, Pernetti, Roberta, Vaccaro, Roberto, Sparber, Wolfram

“…The planning of energy systems with high penetration of renewables is becoming more and more important due to environmental and security issues. On the other…”
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Volcanic Ash Classification Through Machine Learning by Benet, Damià, Costa, Fidel, Widiwijayanti, Christina

“…Volcanic ash provides information that can help understanding the evolution of volcanic activity during the early stages of a crisis and possible transitions…”
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Bioinformatics algorithms : design and implementation in Python by Rocha, Miguel P., Ferreira, Pedro G.

“… The book focuses on the use of the Python programming language and its algorithms, which is quickly becoming the most popular language in the bioinformatics field…”
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Wind farm layout optimization using self-informed genetic algorithm with information guided exploitation by Ju, Xinglong, Liu, Feng

“…•The proposed algorithm showed improved efficiency in the wind farm layout problem.•A Python package is developed and will be made public available to help researchers in this research field…”
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A computational multi-objective optimization method to improve energy efficiency and thermal comfort in dwellings by Bre, Facundo, Fachinotti, Víctor D.

“…•A method for the multi-objective optimization of residential buildings, taking advantage of high performance computing, was introduced.•An actual…”
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Ein Generischer Algorithmus Zur Erkennung Temporaler Koinzidenzen Zwischen Medikamentenapplikationen Und Laborwertveränderungen by Newe, Axel

“… der Veränderung einer Laborwertkurve. Ziel der vorliegenden Arbeit war es, einen Algorithmus zu entwickeln, der solche Koinzidenzen innerhalb…”
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Evolutionary computation for wind farm layout optimization by Wilson, Dennis, Rodrigues, Silvio, Segura, Carlos, Loshchilov, Ilya, Hutter, Frank, Buenfil, Guillermo López, Kheiri, Ahmed, Keedwell, Ed, Ocampo-Pineda, Mario, Özcan, Ender, Peña, Sergio Ivvan Valdez, Goldman, Brian, Rionda, Salvador Botello, Hernández-Aguirre, Arturo, Veeramachaneni, Kalyan, Cussat-Blanc, Sylvain

“… Online and offline APIs were implemented in C++, Java, Matlab and Python for this competition to offer a common framework for the competitors…”
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Multi-objective techno-economic optimization of a solar based integrated energy system using various optimization methods by Keshavarzzadeh, Amir Hassan, Ahmadi, Pouria

“…•To Propose a novel renewable CCHP system.•To apply a dynamic model of thermal storage system to proposed CCHP.•To Apply different evolutionary algorithms on…”
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A HYBRID APPROACH FOR CROP YIELD PREDICTION USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS by Agarwal, Sonal, Tarar, Sandhya

“…Agriculture is defined as the science and art of cultivating the flora and fauna. Farming in India is ranked as second around the globe and occupies 60.45% of…”
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A method of strategic evaluation of energy performance of Building Integrated Photovoltaic in the urban context by Costanzo, V., Yao, R., Essah, E., Shao, L., Shahrestani, M., Oliveira, A.C., Araz, M., Hepbasli, A., Biyik, E.

“… Python-based Algorithm editor Grasshopper is used to interlink four types of modelling and simulation tools as 1…”
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Parametric modeling for automated intelligent design of concrete beam bridges: A global and local optimization approach by Moraes, Vinicius Nascimento, Buttignol, Thomaz Eduardo Teixeira

“…The structural design of prestressed concrete girders in beam bridges is performed by coupling 3D parametric modeling, optimization, and statistical…”
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Wind farm layout optimization based on support vector regression guided genetic algorithm with consideration of participation among landowners by Ju, Xinglong, Liu, Feng, Wang, Li, Lee, Wei-Jen

“…•The Python code will be made available online. Due to the existence of wake effect that causes the reduction of intake wind speed among wind turbines in the downwind direction, the wind farm efficiency is substantially discounted…”
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Automatisiertes Record Linkage in prosopographischen Datenbeständen am Beispiel historischer Quellen Leipzigs by Jan Michael Goldberg, Marcel Mernitz

“…In this study, an automated approach to record linkage in prosopographic datasets is presented. It implements numerous genealogical rules for linking…”
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Automatisiertes Record Linkage in prosopographischen Datenbeständen am Beispiel historischer Quellen Leipzigs by Jan Michael Goldberg, Marcel Mernitz

“…In this study, an automated approach to record linkage in prosopographic datasets is presented. It implements numerous genealogical rules for linking…”
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Segmentation and Pore Structure Estimation in SEM Images of Tissue Engineering Scaffolds Using Genetic Algorithm by Rouhollahi, Amir, Ilegbusi, Olusegun, Foroosh, Hassan

“…A python computer package is developed to segment and analyze scanning electron microscope (SEM…”
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Automated multi-objective optimization for thin-walled plastic products using Taguchi, ANOVA, and hybrid ANN-MOGA by Feng, QingQing, Liu, Lingzhuo, Zhou, Xionghui

“…In this paper, an automated two-staged multi-objective optimization tool for plastic injection molding (PIM) is designed, implemented, and applied to…”
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Accurate determination of sorghum origin based on hyperspectral imaging technology and machine learning by Zhao, Guangxia, Wang, Qi, Zhang, Pengfei, Xu, Zhuopin, Tang, Liwen, Li, Xiaohong

“…Sorghum is an important crop, and the quality of sorghum of the same variety from different geographic origins varies greatly. This study focuses on HongYingZi…”
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