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Modified Gradient Based Iterative Algorithm For Solving The Generalized Sylvester-Conjugate Matrix Equation Over Generalized Centro-Symmetric Matrices, Naglaa M. El-Shazly, Mohamed A. Ramadan, Marwa H. El-Sharway Aug 2024

Modified Gradient Based Iterative Algorithm For Solving The Generalized Sylvester-Conjugate Matrix Equation Over Generalized Centro-Symmetric Matrices, Naglaa M. El-Shazly, Mohamed A. Ramadan, Marwa H. El-Sharway

Al-Azhar Bulletin of Science

We have recently established two techniques of relaxed gradient based form in order to solve the generalized Sylvester-conjugate matrix problem through centrosymmetric as well as the centro-Hermitian matrices. The major target of this paper is to construct a new iterative strategy to obtain the solution of the aforementioned matrix equation through generalized centro-symmetric matrices by applying a modulated method of gradient based form. The performance of our proposed technique is compared to that the iterative algorithm of the relaxed gradient based form over centrosymmetric matrices. To confirm that our constructed technique is convergent, we set up some conditions. Finally, we …


Environmental Physiology Of Medical Cannabis, F. Mitchell Westmoreland Aug 2024

Environmental Physiology Of Medical Cannabis, F. Mitchell Westmoreland

All Graduate Theses and Dissertations, Fall 2023 to Present

Cannabis (Cannabis sativa L.) is increasingly being cultivated for industrial and medical uses. Medical cannabis is grown for cannabinoids and terpenes, compounds that continue to show promising therapeutic potential. Cannabidiol (CBD) and delta-9- tetrahydrocannabinol (Δ9-THC) are the two most common cannabinoids, but more than 150 have been identified in cannabis. The 2018 Farm Bill federally legalized cannabis containing less than 0.3% THC and high-THC medical cannabis is legal in 38 states. There is a need to understand environmental effects on yield and quality to ensure safety and quality for medical use.

The cultivation of medical cannabis is centered around …


Activity Scheduling System Using Higher Priority Algorithms And Critical Time Activity Scheduling, Algorithm, Critical Time, Efficiency, And Productivity, Badamasi Fatima Maina, Timothy Moses, Bamanga Mahmud Ahmad Jun 2024

Activity Scheduling System Using Higher Priority Algorithms And Critical Time Activity Scheduling, Algorithm, Critical Time, Efficiency, And Productivity, Badamasi Fatima Maina, Timothy Moses, Bamanga Mahmud Ahmad

Al-Bahir Journal for Engineering and Pure Sciences

The purpose of this project is to implement an Activity Scheduling System in a university setting, specifically focusing on the Federal University, Lafia. The system will utilise higher priority algorithms and critical time to optimise scheduling. The system's objective is to mechanise the process of scheduling activities, minimise conflicts in scheduling, and enhance the efficiency of the activity scheduling system. The suggested system utilizes priority-based algorithms to schedule activities based on the hierarchical order of university officials, including the Vice-Chancellor, Registrar, Bursar, Librarian, Directors, Deans, and Department Heads. The study methodology entails doing a comprehensive literature review on Activity scheduling, …


Duality In Contract And Tort, Tim Friehe, Joshua C. Teitelbaum Jun 2024

Duality In Contract And Tort, Tim Friehe, Joshua C. Teitelbaum

Georgetown Law Faculty Publications and Other Works

We study situations in which a single investment serves the dual role of increasing the expected value of a contract (a reliance investment) and reducing the expected harm of a post-performance accident (a care investment). We show that failing to account for the duality of the investment leads to inefficient damages for breach of contract and inefficient standards for due care in tort. Conversely, we show that accounting for the duality yields contract damage measures and tort liability rules that provide correct incentives for efficient breach and reliance in contract and for efficient care in tort.


Improving Market Access With A Lean Approach To Quality, Bri'an Bigirwa, Zita Ekeocha, Stephen Byrn, Kari Clase Jun 2024

Improving Market Access With A Lean Approach To Quality, Bri'an Bigirwa, Zita Ekeocha, Stephen Byrn, Kari Clase

The Proceedings of the BIRS Community

The veterinary vaccine market in Africa is forecasted to grow at a compound annual growth rate (CAGR) of 13-15%, compared to the US at 4-6% and Europe at 5-7%. In Uganda, and its neighboring countries, the livestock sector is expected to grow significantly over the next few years. BRENTEC is a young start-up company that is keen to enter this growing market. To be competitive in this market, the company has to invest in robust quality systems that enable the manufacturing of high-quality products while keeping production costs low. This has not been the case with the launch of its …


Human Or Machine: The Effects Of Centering Productivity On User Psyche Through Digital Management/Tracking Tools, Pema Thangzur May 2024

Human Or Machine: The Effects Of Centering Productivity On User Psyche Through Digital Management/Tracking Tools, Pema Thangzur

University Honors Theses

This paper examines the growing toxic culture of centering productivity and efficiency in the growth of Big Data-incentivized digital management/tracking tools. In response to the development of personal notetaking tools, mood tracker apps, habit tracking, and other personal data tracking programs, discourse from data scientists, interactive designers, archivists, and technology academics have critiqued how well-meaning the larger tech industry is by providing these tools. However, the current discourse on developing potential solutions to this issue remains understudied as the growth of said tools are fairly new. This paper proposes that digital interfaces employ approaches with users' personal data that center …


Digital Technologies In The Field Of Outsourcing Logistics Services, Khalikul Shoniyozovich Chariev, Sardor Sobir Ogli Ilkhomov May 2024

Digital Technologies In The Field Of Outsourcing Logistics Services, Khalikul Shoniyozovich Chariev, Sardor Sobir Ogli Ilkhomov

Technical science and innovation

This article discusses the problems and prospects of the transport and logistics industry. Outsourcing technology is one of the logistics strategies for managing a company, which, in order to improve logistics efficiency, involves transferring some business functions or parts of business processes to a third-party contractor (outsourcing company). The possibilities of using information technologies in the development of digital logistics are studied and scientific, methodological and practical proposals and recommendations are presented. This abstract explores the impact of digital technologies such as blockchain, Internet of Things (IoT), artificial intelligence (AI), and big data analytics on 3PL logistics services. It discusses …


Oxider To Fuel Ratio Shift Compensation Via Vortex Strength Control In Hybrid Rocket Motors, Max W. Francom May 2024

Oxider To Fuel Ratio Shift Compensation Via Vortex Strength Control In Hybrid Rocket Motors, Max W. Francom

All Graduate Theses and Dissertations, Fall 2023 to Present

Hybrid motors have existed as a hypothetical propulsion system for decades in a wide range of upper stage rocket motors due to their simple, robust, non-toxic, and versatile nature. However, inherent to hybrids is Oxidizer to Fuel ratio (O/F) shift over time, which results in performance losses for the majority of the rocket’s lifetime. The purpose of this study is to develop a hybrid rocket motor capable of manipulating O/F at will, resulting in an engine which eliminates the undesirable effects of O/F shift. By developing and refining a numerical simulation, a novel injector system, and an open-loop control scheme, …


Results Of Experimental Study Of Solar Collector Efficiency, Shakhnoza Sultanova, Ajargul Mambetsheripova, Jasur Safarov Apr 2024

Results Of Experimental Study Of Solar Collector Efficiency, Shakhnoza Sultanova, Ajargul Mambetsheripova, Jasur Safarov

Chemical Technology, Control and Management

The article considers the influence of ambient temperature on the drying efficiency depending on the incident solar radiation, changes in the average temperature of the absorber plate depending on the absorbed power, as well as the thermal efficiency of the collector at significant values of coolant flow.


Multihalle Pavilion: The Renovation Of An Innovative, Experimental Structure From The 1970s, Steffen Lehmann Apr 2024

Multihalle Pavilion: The Renovation Of An Innovative, Experimental Structure From The 1970s, Steffen Lehmann

Architecture Faculty Research

This article discusses the significance and challenges of renovating a unique 1970s experimental timber building and iconic structure: the Multihalle Pavilion in Mannheim (Germany), which has the world’s first and largest self-supporting wooden grid shell roof structure. Originally conceived as a temporary structure for the 1975 Federal Garden Exposition, Multihalle uses a lattice grid shell structure with gentle curves, remarkably slim profiles, and a translucent roof. The term ‘grid shell’ refers to a doubly curved surface formed from the lattice of timber with uniform spacing in two directions. Furthermore, this was one of the first buildings in Germany whose plan …


Nitrogen Use Efficiency Of Timothy Populations, G Belanger, C Murray, R Michaud, F Gastal, J E. Richards Apr 2024

Nitrogen Use Efficiency Of Timothy Populations, G Belanger, C Murray, R Michaud, F Gastal, J E. Richards

IGC Proceedings (1997-2023)

The objective of this study was to determine the variability in N use efficiency among field-grown timothy (Phelum pratense L.) populations. Shoot biomass and N uptake were measured at the end of the spring growth cycle on six timothy populations fertilized with three N rates at two sites in Eastern Canada. The variability in shoot biomass among populations was similar under limiting and nonlimiting N conditions. The ranking of the populations, however, differed under limiting and non-limiting N conditions, and also between the two sites under limiting N conditions. The differences in shoot biomass among populations under highly N …


Frontier Analysis Of The Container Ports In Taiwan During The Covid Pandemic, Sen-Kuei Kuo, Guo-Ya Gan, Hsuan-Shih Lee Mar 2024

Frontier Analysis Of The Container Ports In Taiwan During The Covid Pandemic, Sen-Kuei Kuo, Guo-Ya Gan, Hsuan-Shih Lee

Journal of Marine Science and Technology

The COVID-19 outbreak has severely impacted global trade and cultural exchanges. Among its impacts are those on the international container shipping market, which is directly related to the national economy and trade and has naturally been affected. This market was in the doldrums during the pandemic. In general, COVID-19 has severely constrained shipping industry development in various countries. To this end, this study analyzes the frontier changes in the efficiency development of Taiwan's international container ports by collecting realistic operational data of the major container ports during the pandemic and combining them with measurements of the Malmquist Productivity Index and …


Efficiency Of The Banking Sector In Polandcompared To Other Countries In The Region, Anna Filipek, Krzysztof Spirzewski Mar 2024

Efficiency Of The Banking Sector In Polandcompared To Other Countries In The Region, Anna Filipek, Krzysztof Spirzewski

Journal of Banking and Financial Economics

The banking system is one of the most important components of the financial systems on which modern economies are largely based. The occurrence of instability in this area may lead to serious economic problems. Therefore, the interest of researchers in this area has been focused mainly on assessing the effectiveness and efficiency of the banking sector, which will allow for identifying possible areas for improvement. In this paper, we discuss the use of efficiency as one of the basic measures used to assess the functioning of the banking sector. The aim of this study is to examine the efficiency of …


Case Study: Diesel Powered Loaders Compared To Electric Loaders In Heavy Civil Construction, Jayson Downs Mar 2024

Case Study: Diesel Powered Loaders Compared To Electric Loaders In Heavy Civil Construction, Jayson Downs

Construction Management

As the construction sector evolves, the environmental consequences of greenhouse gasses have become a significant issue. Numerous contractors are transitioning to electric-powered systems, which offer more energy-efficient methods for heavy machinery, enhanced productivity, and construction equipment that meets new and improved emission standards. This paper aims to examine the viability of heavy civil construction firms transitioning from traditional diesel-powered wheel loaders to electric wheel loaders. Given the competitive and saturated market in road construction, many contractors have already started investing in electric systems. This results in cost savings in terms of fuel efficiency and operating expenses compared to conventionally fueled …


Ur2m: Uncertainty And Resource-Aware Event Detection On Microcontrollers, Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo Mar 2024

Ur2m: Uncertainty And Resource-Aware Event Detection On Microcontrollers, Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo

Research Collection School Of Computing and Information Systems

Traditional machine learning techniques are prone to generating inaccurate predictions when confronted with shifts in the distribution of data between the training and testing phases. This vulnerability can lead to severe consequences, especially in applications such as mobile healthcare. Uncertainty estimation has the potential to mitigate this issue by assessing the reliability of a model's output. However, existing uncertainty estimation techniques often require substantial computational resources and memory, making them impractical for implementation on microcontrollers (MCUs). This limitation hinders the feasibility of many important on-device wearable event detection (WED) applications, such as heart attack detection. In this paper, we present …


Strategy For Predictive Control Of The Rectification Process Based On A Model Controller With A Given Forecast, Ildar Rafkatovich Sultanov Feb 2024

Strategy For Predictive Control Of The Rectification Process Based On A Model Controller With A Given Forecast, Ildar Rafkatovich Sultanov

Chemical Technology, Control and Management

A method is being developed to optimize the generated controls for the multicomponent distillation process with prediction, based on predictive data with a moving horizon. The difference between this method and the classical modeling approach, in which the percentage of the degree of opening of valves installed on the output streams of the column is used as control actions, is that control occurs on the feedback principle. The proposed method is based on the use of a dynamic process model to optimize control actions in real time in order to achieve certain production targets. The essence of the MPC approach …


Justice, Inclusion, And Incentives, Ghislain Herman Demeze-Jouatsa, Roland Pongou, Jean-Baptiste Tondji Feb 2024

Justice, Inclusion, And Incentives, Ghislain Herman Demeze-Jouatsa, Roland Pongou, Jean-Baptiste Tondji

Economics and Finance Faculty Publications and Presentations

How does justice affect individual incentives and efficiency in a political economy? We show that elementary principles of distributive justice guarantee the existence of a self-enforcing contract whereby agents non-cooperatively choose their inputs and derive utility from their pay. Chief among these principles is that your pay should not depend on your name, and a more productive individual should not earn less. We generalize our analysis to incorporate inclusivity, ensuring basic pay to unproductive agents, implemented through progressive taxation and redistribution. Our findings show that without redistribution, any self-enforcing agreement may be inefficient, but a minimal level of redistribution guarantees …


Coordinated And Uncoordinated Punishment In A Team Investment Game, Vicente Calabuig, Natalia Jiménez-Jiménez, Gonzalo Olcina, Ismael Rodriguez-Lara Feb 2024

Coordinated And Uncoordinated Punishment In A Team Investment Game, Vicente Calabuig, Natalia Jiménez-Jiménez, Gonzalo Olcina, Ismael Rodriguez-Lara

ESI Publications

Coordinated punishment occurs when punishment requires a specific number of punishers to be effective, otherwise, no damage will be inflicted on the target. While societies often rely on this punishment device, its benefits are unclear compared to uncoordinated punishment, where punishment decisions are substitutes. In this paper, we compare the efficacy of coordinated and uncoordinated punishment in a team investment game with two investors and one allocator. Our findings indicate that coordinated punishment results in higher levels of cooperation and reciprocity, as measured by the levels of joint investment and the return by allocators. Importantly, this does not translate into …


Human Rights Organizations In Palestine: Scope, Opportunities And Challenges, Qusai A. Ibrahim, Salwa Ramadan Feb 2024

Human Rights Organizations In Palestine: Scope, Opportunities And Challenges, Qusai A. Ibrahim, Salwa Ramadan

An-Najah University Journal for Research - B (Humanities)

The study was designed to understand the scope, opportunites and challenges of human rights organizations (HROs) from the point of view of managers in the State of Palestine. The study adopted the quantitative method, using a probability sample of 39 managers in the HROs. A social survey, developed by the researchers, was used to collect the data after ensuring its reliability and validity. The data were analyzed with the Statistical Package for Social Sciences (SPSS) and are discussed with descriptive statistics. Against the background of the pervasive attacks by Israel on Palestine, the study revealed that HROs engage in a …


E-Ethics, 1999 December, Advocate Aurora Health Jan 2024

E-Ethics, 1999 December, Advocate Aurora Health

Historical Documents - Combined

The Park Ridge Center, Chicago, IL: Issue of "e-Ethics", a publication from The Park Ridge Center for the Study of Health, Faith and Ethics, associated with Lutheran General Hospital. This issue has case studies on patient confidentiality and ethical considerations during charting. Also included is a calendar of upcoming events.


Existing Methods For Monitoring Power Autotransformers, Nurali Berdiyorovich Pyrmatov, Dilafruz Rustamjon Qizi Abdullabekova Jan 2024

Existing Methods For Monitoring Power Autotransformers, Nurali Berdiyorovich Pyrmatov, Dilafruz Rustamjon Qizi Abdullabekova

Technical science and innovation

autotransformers, methods, diagnostics, efficiency, monitoring.Particular attention is given to analyzing the gas composition of transformer oil, which is a sensitive indicator of various defects such as thermal breakdown and heating. In addition, methods based on the measurement of external magnetic field strength are discussed. This technique provides a unique opportunity to detect magnetic anomalies associated with possible defects in the structural components of the transformer. The article emphasizes that successful monitoring requires an integrated approach, combining different techniques. The authors analyze the advantages and limitations of each method and offer practical recommendations for integrating these methods into maintenance systems. In …


A Multi-Method Examination Of Donor Overhead Aversion: Implications For Marketing A Cause, Devin Lunt, Ryan E. Freling, Lucas D. Lunt Jan 2024

A Multi-Method Examination Of Donor Overhead Aversion: Implications For Marketing A Cause, Devin Lunt, Ryan E. Freling, Lucas D. Lunt

Atlantic Marketing Journal

Overhead aversion refers to a reluctance among donors to contribute to a charitable cause when a portion of that donation is allocated to non-cause-related costs. As a consequence, there is an impact on donor intentions and behaviors. A meta-analysis shows that characteristics of potential donors and the charitable cause moderate the impact of overhead level on donation intentions and behaviors. A follow-up experiment investigates two potential mechanisms underlying overhead aversion: perceived personal impact and perceived efficiency. Results of a survey experiment suggest the negative influence of overhead costs on donative behaviors is exacerbated when potential donors doubt their ability …


Last-Minute Coordination: Adapting To Demand To Support Last-Mile Operations, Kedong Chen, Hung-Chung Su, Kevin Linderman, William Li Jan 2024

Last-Minute Coordination: Adapting To Demand To Support Last-Mile Operations, Kedong Chen, Hung-Chung Su, Kevin Linderman, William Li

Information Technology & Decision Sciences Faculty Publications

In the highly competitive e-commerce industry, customer-facing warehouses are crucial as the “order penetration points” for e-commerce last-mile operations. This research examines how warehouses use last-minute coordination, an unstructured mechanism, to ensure sufficient inventory at the order penetration points. Previous research has focused on structured mechanisms like contracts and inventory management systems to enhance warehouse performance. However, these mechanisms can be ineffective when faced with unforeseen local contingencies. To adjust inventory and adapt to changes in supply and/or demand, warehouses need to engage in unstructured, last-minute coordination with other warehouses. Using coordination and loose coupling theories, we find that coordinating …


Race: An Efficient Redundancy-Aware Accelerator For Dynamic Graph Neural Network, Hui Yu, Yu Zhang, Jin Zhao, Yujian Liao, Zhiying Huang, Donghao He, Lin Gu, Hai Jin, Xiaofei Liao, Haikun Liu, Bingsheng He, Jianhui Yue Dec 2023

Race: An Efficient Redundancy-Aware Accelerator For Dynamic Graph Neural Network, Hui Yu, Yu Zhang, Jin Zhao, Yujian Liao, Zhiying Huang, Donghao He, Lin Gu, Hai Jin, Xiaofei Liao, Haikun Liu, Bingsheng He, Jianhui Yue

Michigan Tech Publications, Part 2

Dynamic Graph Neural Network (DGNN) has recently attracted a significant amount of research attention from various domains, because most real-world graphs are inherently dynamic. Despite many research efforts, for DGNN, existing hardware/software solutions still suffer significantly from redundant computation and memory access overhead, because they need to irregularly access and recompute all graph data of each graph snapshot. To address these issues, we propose an efficient redundancy-aware accelerator, RACE, which enables energy-efficient execution of DGNN models. Specifically, we propose a redundancy-aware incremental execution approach into the accelerator design for DGNN to instantly achieve the output features of the latest graph …


Root-Associated Bacterial Communities And Root Metabolite Composition Are Linked To Nitrogen Use Efficiency In Sorghum, Yen Ning Chai, Yunhui Qi, Emily Goren, Dawn Chiniquy, Amy M. Sheflin,, Susannah G. Tringe, Jessica E. Prenni, Peng Liu, Daniel P. Schachtman Nov 2023

Root-Associated Bacterial Communities And Root Metabolite Composition Are Linked To Nitrogen Use Efficiency In Sorghum, Yen Ning Chai, Yunhui Qi, Emily Goren, Dawn Chiniquy, Amy M. Sheflin,, Susannah G. Tringe, Jessica E. Prenni, Peng Liu, Daniel P. Schachtman

Department of Agronomy and Horticulture: Faculty Publications

The development of cereal crops with high nitrogen use efficiency (NUE) is a priority for worldwide agriculture. In addition to conventional plant breeding and genetic engineering, the use of the plant microbiome offers another approach to improving crop NUE. To gain insight into the bacterial communities associated with sorghum lines that differ in NUE, a field experiment was designed comparing 24 diverse Sorghum bicolor lines under sufficient and deficient nitrogen (N). Amplicon sequencing and untargeted gas chromatography–mass spectrometry were used to characterize the bacterial communities and the root metabolome associated with sorghum genotypes varying in sensitivity to low N. We …


Current Management Issues In Health Information Technology, Gladys Dadson Nov 2023

Current Management Issues In Health Information Technology, Gladys Dadson

Doctoral Dissertations and Projects

Health information technology can improve quality care delivery, thereby boosting the healthcare business reputation. However, it can negatively affect quality care delivery and lead to a negative business reputation if not efficiently managed. This single qualitative study aimed to explore the causes of the inefficiencies in managing health information technology and strategies that healthcare organizations use to ensure its efficiencies. In a purposive sample, the researcher conducted telephone interviews with twenty-one participants from Lancaster General Hospital. The participants comprised medical doctors, Doctor of Nursing practitioners, managers of health informatics, and informatics specialists working in various divisions and E-health operations. Other …


Descriptive And Multiple Linear Regression Analysis Of Water Quality Parameters Of Vidyaranyapuram Treatment Plant: A Case Study, Snehalatha Basavaraju, Sushma Pradeep, Sahana K S, Stavelin Abhinandithe, Jamuna Bai Aswathanarayan Nov 2023

Descriptive And Multiple Linear Regression Analysis Of Water Quality Parameters Of Vidyaranyapuram Treatment Plant: A Case Study, Snehalatha Basavaraju, Sushma Pradeep, Sahana K S, Stavelin Abhinandithe, Jamuna Bai Aswathanarayan

International Journal of Health and Allied Sciences

The fundamental need of human beings is safe water, but urban development is generating more polluted water creating the scarcity for drinkable water. Wastewater plants are used reduce the pollutants to less than maximum permissible limits to prevent the threat to the environment and human health. Henceforth, maintaining the waste water plant’s water quality standards before permitting into the water cycle. Subsequently, statistical prediction and evaluation are critical for determining the performance and improvement of wastewater treatment plants. The impact of multiple intrinsic and extrinsic factors on the characteristics of the Vidyaranyapuram Wastewater Treatment Plant (WWTP) in Mysuru was investigated …


The Impact Of Smart Architecture Technologies On The Architectural Education System In Facing Crises, Marwa Ahmed Kamer Eldawla, Azza Sobhi Elsakka Nov 2023

The Impact Of Smart Architecture Technologies On The Architectural Education System In Facing Crises, Marwa Ahmed Kamer Eldawla, Azza Sobhi Elsakka

Mansoura Engineering Journal

Countries have been exposed to many crises during the last five years, starting with the spread of the Corona epidemic and the subsequent epidemics in the world, and the recurrence of economic crises and others, which affected the architectural education system and with technological progress in all fields, especially in the field of architecture, it has appeared Smart architecture applications in its various aspects (the environmental aspect - the technical aspect - the economic aspect - the social aspect - the formative aspect), which can be used in the development of the architectural education system (physical equipment - human elements …


Formalism In Contract Exposition, Gregory Klass Nov 2023

Formalism In Contract Exposition, Gregory Klass

Georgetown Law Faculty Publications and Other Works

Formalism in contract law has had many defenders and many critics. What lawmakers need, however, is an account of when formalist approaches work and when they do not. This article addresses that need by providing general theory of the rules of contract interpretation and construction and identifying several ways those rules can be more or less formalist. The theory draws from legal philosophy, the philosophy of language, economic contracts scholarship, and caselaw.

The result is a distinction between two forms of formalism in contract law. Formalities effect legal change by virtue of their form alone, thereby obviating interpretation. Examples from …


Convergence By Design: Who Contracts And The Plural Purposes Of Contract Law, Gregory Klass Nov 2023

Convergence By Design: Who Contracts And The Plural Purposes Of Contract Law, Gregory Klass

Georgetown Law Faculty Publications and Other Works

A theory is robustly pluralist if it maintains that law is justified by multiple independent nonordered principles. Some have argued that robustly pluralist theories are deficient because they can provide no practical guidance when those principles conflict. The objection is misplaced when applied to pluralist theories of contract law.

This article demonstrates the possibility of a robustly pluralist and practically relevant theory of contract law by modeling a multipurpose law of contract. Five simple models are constructed to illustrate several purposes a contract law might serve, depending on preferences of the populace (self-interested utility maximizers, a preference for sharing, a …