Simulation-based optimization ≈ Simulation-based optimization
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A multi-objective optimization approach for climate-adaptive building envelope design using parametric behavior maps Open
This research presents a multi-objective optimization (MOO) framework to support the climate-adaptive building envelope (CABE) design decisionmaking process using a parametric behavior map (PBM). Unlike static shading, CABE systems include…
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Multi-objective optimization for sustainable groundwater management by developing of coupled quantity-quality simulation-optimization model Open
This study addresses the issue of optimal management of aquifers using a mathematical simulation- optimization model which relies on the stability of water quality and quantity, considering salinity. In this research first we developed a h…
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Simulation-based optimization of control policy on multi-echelon inventory system for fresh agricultural products Open
As fresh agricultural products are perishable and vulnerable, reducing inventory cost is a strategic target for supply chain enterprises. How to design a reliable multi-echelon inventory control policy is still a great challenge. Therefore…
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Evaluating the Robustness of Production Schedules using Discrete-Event Simulation Open
Complex stochastic job-shop scheduling problems can be handled by simulation-based optimization (SBO), combining the optimization capabilities of meta-heuristics with the system representativeness of simulation models. In order to explore …
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A complex garment assembly line balancing using simulation‐based optimization Open
The nascent wave of disruptive competition in the current business environment brought about by the fourth industrial revolution (Fashion 4.0 or Apparel 4.0) is enormous. Therefore, it is important for the apparel industry to be flexible e…
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Minimizing Total Production Cost in a Hybrid Flow Shop: a Simulation-Optimization Approach Open
To ensure the competitiveness of manufacturing companies in the market, batching and batch scheduling are among the most important tasks. This paper presents a simulation-optimization approach that combines the discrete event simulation (D…
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Real-Time manufacturing optimization with a simulation model and virtual reality Open
This paper presents the main steps towards Real-Time (RT) manufacturing optimization with a simulation model and Virtual-Reality (VR) methods and equipment. Real-world production system characteristics are applied to a simulation model in …
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Increasing Energy Efficiency in Production Environments Through an Optimized, Hybrid Simulation-based Planning of Production and Its Periphery Open
This research aims to develop a novel planning tool able to increase both the energy efficiency and general performance of production systems using a hybrid-simulation based, multi-criteria optimization, with this particular paper focusing…
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Simulation-Based Optimization on Control Strategies of Three-Echelon Inventory in Hybrid Supply Chain With Order Uncertainty Open
Multi-echelon inventory control is the main form of the management of supply chain inventory, and it has been paid extensive attention by scholars because of its importance in supply chain management. Process industries, represented by met…
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Simulation based optimization of a stochastic supply chain considering supplier disruption: An agent-based modeling and reinforcement learning Open
Many researchers and practitioners in the recent years have been attracted to investigate the role of uncertainties in the supply chain management concept. In this paper a multi-period stochastic supply chain with demand uncertainty and su…
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Optimizing reconfigurable manufacturing systems: A Simulation-based Multi-objective Optimization approach Open
Application of reconfigurable manufacturing systems (RMS) plays a significant role in manufacturing companies’ success in the current fiercely competitive market. Despite the RMS’s advantages, designing these systems to achieve a high-effi…
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Surrogate Models for Efficient Multi-Objective Optimization of Building Performance Open
Nowadays, the large set of available simulation tools brings numerous benefits to urban and architectural practices. However, simulations often take a considerable amount of time to yield significant results, particularly when performing m…
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Simulation and Genetic Algorithm-based approach for multi-objective optimization of production planning: A case study in industry Open
To stay competitive on the constantly changing and demanding market, production systems need to optimize their performance daily. This is particularly challenging in labour-intensive industries, which is characterized by highly volatile cu…
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Simulation-based Optimization for Facility Layout Design in Conditions of High Uncertainty Open
Despite the increased use of Simulation based Optimization, the design of facility layout is challenged by high levels of uncertainty associated with new production processes. Addressing this issue, this paper aims to understand the concep…
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Construction of ground control points for spacecraft using optimization-simulation model Open
The article deals with the application of simulation modeling and optimization-simulation approach to solving problems of synthesis of structures of automated spacecraft control systems, namely, the choice of spacecraft control points, whi…
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Simulation-based optimization of control policy on multi-echelon inventory system for fresh agricultural products Open
As fresh agricultural products are perishable and vulnerable, reducing inventory cost is a strategic target for supply chain enterprises. How to design a reliable multi-echelon inventory control policy is still a great challenge. Therefo…
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Hybrid simulation-based optimization of discrete parts manufacturing to increase energy efficiency and productivity Open
This presented research comprises the development of an optimization module for use in a novel production optimization tool – similar in function but not mode of operation to an Advanced Planning System –, with energy efficiency incorporat…
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Integrated Simulation-Based Optimization of Operational Decisions at Container Terminals Open
At container terminals, many cargo handling processes are interconnected and occur in parallel. Within short time windows, many operational decisions need to be made and should consider both time efficiency and equipment utilization. Durin…
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Productivity Improvement Through Multi-Objective Simulation Optimization—A Case Study Open
To maximize profitability and meet customers' expectations, assembly plants strive to enhance operations and minimize costs. Using discrete-event system simulation and optimization, this paper investigates different scenarios to enhance op…
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Stochastic radiotherapy appointment scheduling Open
When scheduling the starting times for treatment appointments of patients in hospitals or outpatient clinics such as radiotherapy centers, minimizing patient waiting time and simultaneously maximizing resource usage is crucial. Significant…
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Integrated production and maintenance planning method with simulation-based optimization Open
Maintenance jobs are an important aspect of manufacturing systems and compete for the same resources of the production jobs. Even though literature has pointed operational benefits of integrating the production and maintenance plans, there…
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Robustness and performance evaluations for simulation-based control and component parameter optimization for a series hydraulic hybrid vehicle Open
Simulation-based optimization is a useful tool in the design of complex engineering products. Simulation models are used to capture numerous aspects of the design problem for the objective function. Optimization results obtained can be ass…
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Preventive maintenance scheduling: a simulation-optimization approach Open
This paper presents a framework for preventive maintenance (PM) scheduling in the semiconductor industry. We propose an approach for finding PM’s start time within a PM window to minimize production losses due to maintenance activities. In…
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An assets maintenance-workforce planning problem under uncertainty: A chance constraints assisted simulation-optimization approach Open
Preventive and corrective maintenance-workforce planning for assets is a growing area of research, given the presence of uncertainty. We model a Simulation-Optimization framework to solve this challenging large-scale maintenance-workforce …
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A Simulation-Optimization Approach to Improve the Allocation of Security Screening Resources in Airport Terminal Checkpoints Open
In this research, a simulation based optimization strategy is developed to improve the operation of airport security screening checkpoints (SSCPs). The simulation based optimization strategy aims to improve any airport's SSCP operations by…
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Determination of optimum of production rate of Network failure-prone manufacturing systems with perishable items using discrete event simulation and Taguchi design of experiment Open
In today's competitive world, due to factors such as stochastic demand and failure of machines, managers have been attention more to the importance of production and inventory control. Network Failure Prone Manufacture Systems are such as …
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Hybrid Framework for Enhanced Dynamic Optimization of Intelligent Completion Design in Multilateral Wells with Multiple Types of Flow Control Devices Open
Multilateral wells (MLWs) equipped with multiple flow control devices (FCDs) are becoming increasingly favored within the oil sector due to their ability to enhance well-to-reservoir exposure and effectively handle unwanted fluid breakthro…
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Adaptive Simulation-Based Optimization for Production Scheduling: A Comparative Study Open
Production planning and control is an essential activity for all production systems, as its performance directly affects important factors that are fundamental for business competitiveness. The flow shop scheduling problem is one of the mo…
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USING AGGREGATED DISCRETE EVENT SIMULATION MODELS AND MULTI-OBJECTIVE OPTIMIZATION TO IMPROVE REAL-WORLD FACTORIES Open
Improving production line performance and identifying bottlenecks using simulation-based optimization has been shown to be an effective approach. Nevertheless, for larger production systems which are consisted of multiple production lines,…
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Innovative Work Order Planning with Process Optimization Using Computer Simulation in the Automotive Industry, in the Case of Repair Workshops Open
This article introduces a novel approach to enhance the efficiency of work schedule management in automotive repair shops during the planning phase, leveraging computer simulation techniques. The primary focus of this study is the optimiza…