The proceedings contain 124 papers. The topics discussed include: municipal waste collection of large items optimized with ArcGis network analyst;alternative power technologies: a decision model for a sugar refinery;a...
ISBN:
(纸本)0955301823
The proceedings contain 124 papers. The topics discussed include: municipal waste collection of large items optimized with ArcGis network analyst;alternative power technologies: a decision model for a sugar refinery;a global museum for e-learning use;a multiagent model for group decision support;SOA-conform modeling As A highlevel standard for discrete modelling and simulation;discrete event simulation - helpdesk model in SIMPROCESS;breaking new ground in simulating knowledge management processes: SIMISPACE2;contextual activation for agent-based simulation;decision making by intelligent agents in unfamiliar settings: the role of team communication;planning for autonomous decision-making in a logistic scenario;and a component-based architecture for modelling and simulation of adaptive complex systems.
Commercial biopesticides are primarily based on the bacterium Bacillus Thuringiensis which produces insecticidal proteins. Dynamic models have been proposed to describe the production of these proteins, but their appr...
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ISBN:
(纸本)9783031820724;9783031820731
Commercial biopesticides are primarily based on the bacterium Bacillus Thuringiensis which produces insecticidal proteins. Dynamic models have been proposed to describe the production of these proteins, but their approximation can still be improved. Dynamic hybrid modelling combines kinetic models with data-driven algorithms which could be promising to improve the existing dynamic models. This work presents a dynamic hybrid model using Support Vector Machine (SVM) to predict the specific production of protein and spore by different strains of B. thuringiensis. The dynamic hybrid model was trained and validated with independent datasets of batch fermentations using the production rates of biomass, protein and spores computed with a kinetic model and the strain type as predictors. Additionally, Shapley values were calculated to determine the pertinence of each predictor. The Normalized root mean squared errors (NRMSE) revealed an improvement of the dynamic hybrid model of 12% for proteins and 7% for spores over the dynamic model. Although good, the model could be further improved by training the model with a larger quantity of data.
The proceedings contain 98 papers. The topics discussed include: criteria and methods to establish the valid interaction of a simulation and its intended purpose;application of system dynamics methodology for determin...
ISBN:
(纸本)9789077381366
The proceedings contain 98 papers. The topics discussed include: criteria and methods to establish the valid interaction of a simulation and its intended purpose;application of system dynamics methodology for determination of sustainable sardine catch in eastern Adriatic;modeling discrete input probability distributions;effective approximation of zero-variance simulation in a reliability setting;approaches of an integrative simulation model for project development processes;contribution to the development of simulation model of the ship steam boiler;circles model for light metro rail analysis;an evolution model of B-spline parametric surface;reducing the power factor penalty of the industrial sector due to Jordanian tariff;and modeling of energy market processes in the distributor monopoliststructure.
Urban watersheds in Louisiana face increasing pressure as urbanization and environmental challenges mount in the 21st century. This study leverages Google Earth Engine (GEE) to model and predict runoff patterns in Lou...
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The proceedings contain 54 papers. The topics discussed include: modeling united states housing prices, 1993-2008;extension method in location problems with discrete objects;time series modeling of sediment concentrat...
ISBN:
(纸本)9780889868526
The proceedings contain 54 papers. The topics discussed include: modeling united states housing prices, 1993-2008;extension method in location problems with discrete objects;time series modeling of sediment concentration and sediment flux in the lower Yangtze river, 1963-1997;future vision and key technologies of next generation modeling and simulation;a new simulation tool for testing smart home recognition algorithms;a guide in design-oriented aircraft modeling: theory and practice;hand controlled virtual Taiwan puppet show;new ant colony algorithm for continuous function optimization in 2D and 3D search spaces;modeling and Monte-Carlo simulations for a concurrency problem;interactive model for human resource planning in operating a group of different cycle time;improved parallel genetic algorithm for task scheduling on heterogeneous parallel system;and an adaptive multiresolutional approach for interactive simulation of cloth.
The proceedings contain 12 papers. The topics discussed include: theory, modeling, simulation, and molecular dynamics;phase equilibria and transitions, kinetics and transport phenomena;thermophysical properties;electr...
The proceedings contain 12 papers. The topics discussed include: theory, modeling, simulation, and molecular dynamics;phase equilibria and transitions, kinetics and transport phenomena;thermophysical properties;electrical and magnetic properties;spectroscopy at high pressure;superconductivity, magnetism, and strongly correlated systems at high pressure;superhard materials;nanomaterials;dynamic pressure, pressure jumps and shock waves;solvothermal reactions of organic and inorganic substances;high pressure synthesis of polymers, metals and composites;and geological, marine and planetary studies.
This paper focuses on the presentation and evaluation of the high-level quantum programming language EclipseQrisp. The presented framework, used for developing and compiling quantum algorithms, is measured in terms of...
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simulation is a method for studying complex systems that are not solvable with standard analytical techniques. This contribution describes usage of the one of the simulation software called SIMPROCESS (from CACI Produ...
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ISBN:
(纸本)9780955301827
simulation is a method for studying complex systems that are not solvable with standard analytical techniques. This contribution describes usage of the one of the simulation software called SIMPROCESS (from CACI Products Company) to model the real helpdesk system, where the main problem was the number of its staff members according to the working hours.
This paper presents a model for supporting decisions in managing power plants service, using simulation to test possible solutions that emerge from an intelligent optimization tool using genetic algorithms.
ISBN:
(纸本)9780955301827
This paper presents a model for supporting decisions in managing power plants service, using simulation to test possible solutions that emerge from an intelligent optimization tool using genetic algorithms.
This paper is devoted to scenario development methodology for planning and management of business simulation games. Nowadays the high efficiency of simulation games as a training method is obvious. Requirements to thi...
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ISBN:
(纸本)9780955301827
This paper is devoted to scenario development methodology for planning and management of business simulation games. Nowadays the high efficiency of simulation games as a training method is obvious. Requirements to this kind of training are increasing. Modem computer technologies allow developing complex simulation games that are close to real life conditions. Generation of game scenarios is not a trivial problem;besides, management of such complex games requires some formal approach.
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