### A Survey of Recent Research on Optimization Models and ...

Over the past decades, optimization in operations management has grown ever more popular not only in the academic literature but also in practice. However, the problems have varied a lot, and few literature reviews have provided an overview of the models and algorithms that are applied to the optimization in operations management. In this paper, we first classify crucial optimization areas of ...

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8/25/2008· In this paper, a novel performance index for the kinematic optimization of robotic manipulators is presented. The index is based on the condition number of the Jacobian matrix of the manipulator, which is known to be a measure of the amplification of the errors due to the kinematic and static transformations between the joint and Cartesian spaces.

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The paper applies an Efficient Global Optimization method (EGO) to improve the efficiency, in flux weakening region, of a given 5-phase Permanent Magnet (PM) machine. An optimal control for the four independent currents is thus defined. Moreover, a modification proposal of the machine geometry is added to the optimization process of the global ...

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11/1/2015· The goal of this paper is to propose an algorithm for a cost and time optimization for running simulations on public computational clusters with a spot pricing mechanism. The algorithm is implemented in Python and is ready for application to real-life computationally intensive simulations executed on the Amazon Elastic Compute Cloud (Amazon EC2).

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Biocide treatment—The application of biocides, by either slug or continuous addition, is used to control the level of microbes, depending on a specific plant's requirements . Underfeeding a biocide can rapidly lead to rebounds in the population of microorganisms or may not provide sufficient kill to .

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There are several techniques available to determine the optimum values of these parameters, in this paper machining parameters, cutting speed, feed, depth of cut, and one geometric parameter rake angle are considered for optimization. The neural networks .

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Nowadays, optimization is the cornerstone of the design procedure for most engineering designs and/or processes. Depending on the objective of the optimization, an optimal design may lead to ...

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Optimization of biocide strategies on fine paper machines. BioResources, volume 5, number 2, pages 514-524. Jani Kiuru and Satu Karjalainen. 2011. Influence on runnability of paper machines and separate coating lines. ipw - The magazine for the international pulp and paper .

Get price### [PDF] Optimization of Kinematics and Dynamics of .

8/25/2008· In this paper, a novel performance index for the kinematic optimization of robotic manipulators is presented. The index is based on the condition number of the Jacobian matrix of the manipulator, which is known to be a measure of the amplification of the errors due to the kinematic and static transformations between the joint and Cartesian spaces.

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optimization of a complete pulp mill with respect to mill balances is also presented. An example with respect to optimization of a paper mill with respect to both quality and mill balance is also presented briefly. Introduction: 50 years ago paper machines had very little instrumentation and automated control, as computers did not exist yet.

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There are several techniques available to determine the optimum values of these parameters, in this paper machining parameters, cutting speed, feed, depth of cut, and one geometric parameter rake angle are considered for optimization. The neural networks .

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Factorization Machines Steffen Rendle Department of Reasoning for Intelligence The Institute of Scientiﬁc and Industrial Research Osaka University, Japan [email protected] Abstract—In this paper, we introduce Factorization Machines (FM) which are a new model class that combines the advantages

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6/1/2020· Abstract. Based on the traditional numerical simulation and optimization algorithms, in combination with the layered injection and production "hard data" monitored at real time by automatic control technology, a systematic approach for detailed water injection design using data .

Get price### Flux Weakening Strategy Optimization for Five-Phase PM ...

The paper applies an Efficient Global Optimization method (EGO) to improve the efficiency, in flux weakening region, of a given 5-phase Permanent Magnet (PM) machine. An optimal control for the four independent currents is thus defined. Moreover, a modification proposal of the machine geometry is added to the optimization process of the global ...

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Chapter 7 - Control and optimization of retention 7-1 Retention of fine particles during paper forming 7-1-1 Whitewater 7-1-2 Calculating first pass retention 7-2 Factors impacting retention 7-3 Brief Overview of retention chemicals and their effects 7-3-1 Charge neutralization 7-3-2 Patching 7-3-3 Bridging 7-3-4 Complex and network flocculation

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Market Overview The global Metalworking Fluids Biocide market size is expected to gain market growth in the forecast period of 2020 to 2025, with a CAGR of xx% in the forecast period of 2020 to 2025 and will expected to reach USD xx million by 2025, from USD xx million in 2019. The Metalworking Fluids Biocide market report provides a detailed analysis of global market size, regional and ...

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Machine learning (ML) is the study of computer algorithms that improve automatically through experience. It is seen as a subset of artificial intelligence.Machine learning algorithms build a model based on sample data, known as "training data", in order to make predictions or decisions without being explicitly programmed to do so.Machine learning algorithms are used in a wide variety of ...

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One corporation's viewpoint on optimization strategies. Sedgewick, R. Algorithms in C. Addison-Wesley, Reading MA, 1990. ISBN 0-201-51425-7. Contains most of the classic algorithms, well presented. Standish, Thomas. Data Structure Techniques. Addison-Wesley, Reading MA. .

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The general assignment problem is a classical NP-hard (non-deterministic polynomial-time) problem. In a warehouse, the constraints on the equipment and the characteristics of consecutive processes make it even more complicated. To overcome the difficulty in calculating the benefit of an assignment and in finding the optimal assignment plan, a simulation-based optimization method is introduced ...

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10/16/2020· The C and sigma hyperparameters for support vector machines. The k in k-nearest neighbors. The aim of this article is to explore various strategies to tune hyperparameter for Machine learning model. Models can have many hyperparameters and finding the best combination of parameters can be treated as a search problem.

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Sizing Problems (Acidic, AKD, ASA, Rosin, Self-sizing, Size reversion, Variable sizing)The purpose of internal sizing is to resist the penetration or spreading of liquids through or on paper. The subject is complicated by the fact that there are several very different kinds of chemical treatments to make paper fluid-resistant, there are widely different kinds of liquids with which the paper ...

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A logical, reasonable, ethical, and philosophical approach is critical to underpin good decision making and value creation. Paper SPE 196252 delivers a comprehensive discussion of the issues to consider in the management of mature oil fields that are becoming increasingly important as older fields decline and approach abandonment.

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Optimization of biocide strategies on fine paper machines. BioResources, volume 5, number 2, pages 514-524. [Publication 5]: Jani Kiuru and Satu Karjalainen. 2011. Influence on runnability of paper machines and separate coating lines. ipw - The magazine for the international pulp and paper industry, volume 10/2011, pages 11-17.

Get price### Evolutionary Optimization of Liquid State Machines for ...

7/10/2019· Abstract. Liquid State Machines (LSMs) are a computational model of spiking neural networks with recurrent connections in a reservoir. Although they are believed to be biologically more plausible, LSMs have not yet been as successful as other artificial neural networks in solving real world learning problems mainly due to their highly sensitive learning performance to different types of stimuli.

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A logical, reasonable, ethical, and philosophical approach is critical to underpin good decision making and value creation. Paper SPE 196252 delivers a comprehensive discussion of the issues to consider in the management of mature oil fields that are becoming increasingly important as older fields decline and approach abandonment.

Get price### On the Topological Derivative in Shape Optimization | .

In this paper the topological derivative for an arbitrary shape functional is defined. Examples are provided for elliptic equations and the elasticity system in the plane. The topological derivative can be used for solving shape optimization problems in structural mechanics.

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In this paper the topological derivative for an arbitrary shape functional is defined. Examples are provided for elliptic equations and the elasticity system in the plane. The topological derivative can be used for solving shape optimization problems in structural mechanics.

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optimization of biocide strategies on fine paper machines In this study a rapid at-line ATP (adenosine triphosphate) analysis is applied in papermaking. This ATP analysis takes less than a minute, and the information can be utilized instantly to adapt the biocide program.

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OPTIMIZATION OF BIOCIDE STRATEGIES ON FINE PAPER MACHINES . By Jani Kiuru, Irina Tsitko, ... and the information can be utilized instantly to adapt the biocide program. The study shows the effect of different biocide strategies at paper mills. Comparison is made between oxidative and reductive biocides on the one hand, and on the other hand ...

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"Optimization of biocide strategies on fine paper machines," BioRes. 5(2), 514-524. Abstract PDF In this study a rapid at-line ATP (adenosine triphosphate) analysis is applied in papermaking.

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### Process Optimization and Model Based Control in Pulp and ...

optimization of a complete pulp mill with respect to mill balances is also presented. An example with respect to optimization of a paper mill with respect to both quality and mill balance is also presented briefly. Introduction: 50 years ago paper machines had very little instrumentation and automated control, as computers did not exist yet.

Get price### 6 Inventory Control Techniques for Stock Optimization

10/20/2020· The objective of stock optimization is to have the right products in the right place at the right time – as efficiently and cost-effectively as possible. Stock optimization (also known as inventory optimization ) plays a key role in ensuring inventory control techniques can be carried out effectively.

Get price### Flux Weakening Strategy Optimization for Five-Phase PM ...

The paper applies an Efficient Global Optimization method (EGO) to improve the efficiency, in flux weakening region, of a given 5-phase Permanent Magnet (PM) machine. An optimal control for the four independent currents is thus defined. Moreover, a modification proposal of the machine geometry is added to the optimization process of the global ...

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