Alternatives to NLREG

DataMelt, or "DMelt", is an environment for numeric computations, data analysis, data mining and computational statistics. DataMelt allows you to plot functions and data in 2D or 3D, perform statistical testing, data mining, data analysis, numeric computations and function minimization. It also solves systems of linear and differential equations. There are also options for symbolic, non-linear, and linear regression. Java API integrates neural networks and data-manipulation techniques using various data-manipulation algorithms. Support is provided for elements of symbolic computations using Octave/Matlab programming. DataMelt provides a Java platform-based computational environment. It can be used on different operating systems and programming languages. It is not limited to one programming language, unlike other statistical programs. This software combines Java, the most widely used enterprise language in the world, with the most popular data science scripting languages, Jython (Python), Groovy and JRuby.

ndCurveMaster, a specialized curve fitting software, is designed to fit curves with multiple variables. It automatically applies nonlinear equations to your datasets. These can be observed or measured values. The software supports curve and surfaces fitting in 2D 3D 4D 5D ..., dimensions. ndCurveMaster is able to handle any data, no matter how complex or how many variables there are. ndCurveMaster, for example, can efficiently derive the optimal equations for a dataset that has six inputs (x1-x6) and a corresponding output Y. For example: Y = a0 - a1 - exp(x1)0.5 + a2 ln(x2)8... + a6 x65.2 to accurately match measured value. ndCurveMaster uses machine learning numerical methods to automatically fit the most suitable nonlinear regression function to your dataset, and discover the relationships between inputs and outputs. This tool supports various curve fitting methods, including linear, polynomial, and nonlinear methods. It also utilizes essential validation and goodness-of-fit tests to ensure accuracy. Additionally, ndCurveMaster provides advanced assessments, such as detecting overfitting and multicollinearity, using tools like the Variance Inflation Factor (VIF) and the Pearson correlation matrix.

The QMSys GUM Software is designed for assessing the uncertainty inherent in physical measurements, chemical analyses, and calibration processes. It employs three distinct methodologies to compute measurement uncertainty. The first, GUF Method for linear models, targets linear and quasi-linear models, aligning with the GUM Uncertainty Framework. This approach calculates partial derivatives, representing the initial terms of a Taylor series, to ascertain sensitivity coefficients for the equivalent linear model, followed by the determination of combined standard uncertainty using the Gaussian error propagation law. The second, GUF Method for nonlinear models, caters to nonlinear models where results exhibit symmetric distribution. This method incorporates various numerical techniques, including nonlinear sensitivity analysis and higher-order sensitivity indices, as well as quasi-Monte Carlo simulations utilizing Sobol sequences. With its multifaceted approach, the software provides comprehensive tools for uncertainty analysis across different measurement contexts.

If you're a researcher seeking to analyze data without being an expert in statistics, Statistix is the perfect solution for you. You can get started in just a few minutes—no programming skills or manual reading required! This user-friendly software is designed to save you both time and resources. Offering a comprehensive suite of both fundamental and advanced statistical tools, Statistix provides everything you need in one cost-effective package. It features robust data manipulation capabilities, compatibility for importing and exporting Excel and text files, as well as an array of statistical methods such as linear models (including linear and logistic regression, Poisson regression, and ANOVA), nonlinear regression, nonparametric tests, time series analysis, association tests, survival analysis, quality control, power analysis, and much more. With Statistix, managing and analyzing your data becomes an accessible and efficient process.

With a focus on transforming your concepts into reality, Altair Compose facilitates data analysis, algorithm development, and model creation. This versatile environment is equipped for performing mathematical calculations, data manipulation, visualization, and script programming while also supporting debugging for repetitive tasks and process automation. Users can engage in a wide range of mathematical functions such as linear algebra, matrix manipulation, statistical analysis, differential equations, signal processing, control systems, polynomial fitting, and optimization techniques. The extensive collection of native CAE and test result readers streamlines system comprehension and integrates seamlessly with Altair Activate® to enhance model-based development for both multi-domain and system of systems simulations. Furthermore, Altair Embed® enriches the model-based design ecosystem with capabilities for automated code generation, which enables thorough testing and verification of embedded systems, ensuring reliability and performance in various applications. This comprehensive suite of tools empowers users to innovate and optimize their projects effectively.

XLfit® is an add-in for Microsoft® Excel designed for Windows that integrates advanced scientific mathematics and statistical analysis directly into the familiar Excel environment, complete with robust charting features. Recognized as a premier statistical and curve fitting tool, XLfit is trusted by top organizations in the pharmaceutical, chemical, engineering sectors, and academic research, with validation from the National Physical Laboratory (NPL). Users can access a library of over 70 pre-built models for both linear and nonlinear curve fitting, accommodating the needs of experiments in drug discovery and related fields. In addition to these standard models, XLfit allows the addition of an unlimited number of custom user-defined models. The software offers capabilities such as linear and nonlinear modeling, as well as interactive 2D and 3D charting, facilitating features that are essential for scientists. With its comprehensive set of tools, XLfit empowers researchers to effectively analyze and visualize their data.

Incorporate optimization and simulation models into your desktop, web, or mobile applications effortlessly by utilizing consistent high-level objects such as Problem, Solver, Variable, and Function, along with their respective collections, properties, and methods across various programming languages. This uniformity extends to a standardized object-oriented API that is accessible remotely via Web Services WS-* standards for clients using languages like PHP, JavaScript, and C#. Additionally, procedural languages are able to invoke traditional calls that align intuitively with the properties and methods of the object-oriented API. The suite of optimization techniques available encompasses linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, as well as global optimization and non-smooth evolutionary and tabu search methodologies. Furthermore, premier optimization tools from Gurobi™, XPRESS™, and MOSEK™ for handling linear, quadratic, and conic models, along with KNITRO™, SQP, and GRG methods for nonlinear challenges, can be seamlessly integrated into the Solver SDK. You can also effortlessly generate a sparse DoubleMatrix object containing an impressive 1 million rows and columns, making it easier to handle large datasets. This flexibility in creating and managing complex optimization problems allows developers to tailor solutions that meet specific application needs efficiently.

AMPL stands out as a robust and user-friendly modeling language tailored for the representation and resolution of intricate optimization challenges. It allows users to create mathematical models using a syntax that closely resembles algebraic notation, making it easier to clearly articulate variables, objectives, and constraints in a concise format. This versatile tool accommodates a diverse array of problem types, such as linear programming, nonlinear programming, and mixed-integer programming, among others. A notable advantage of AMPL is its capability to decouple models from their data, which enhances flexibility and scalability when dealing with extensive problems. The platform seamlessly integrates with a variety of solvers, both commercial and open-source, granting users the liberty to select the most suitable solver tailored to their specific requirements. AMPL operates across various operating systems, including Windows, macOS, and Linux, and provides a range of licensing options to accommodate different user preferences. Furthermore, its intuitive design and comprehensive documentation make it accessible even for those who are new to optimization modeling.

Subjecting your designs to real-world scenarios can significantly enhance product quality while simultaneously minimizing the costs associated with prototyping and physical testing. The SOLIDWORKS® Simulation suite offers a user-friendly collection of structural analysis tools that employ Finite Element Analysis (FEA) to forecast how a product will behave in actual physical conditions by virtually evaluating CAD models. This comprehensive portfolio is equipped with capabilities for both linear and non-linear static and dynamic analyses. With SOLIDWORKS Simulation Professional, you can refine your designs by assessing mechanical resistance, durability, topology, natural frequencies, as well as examining heat transfer and potential buckling issues. Additionally, it facilitates sequential multi-physics simulations to enhance design accuracy. On the other hand, SOLIDWORKS Simulation Premium allows for an in-depth assessment of designs concerning nonlinear and dynamic responses, dynamic loading conditions, and composite materials. This advanced tier also features three specialized studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics, ensuring a thorough evaluation of your engineering projects. By leveraging these powerful tools, engineers can achieve greater design confidence and innovation.

Numerical analysis, also known as scientific computing, focuses on the study of techniques for approximating solutions to mathematical challenges. Scilab features an array of graphical functions that allow users to visualize, annotate, and export data, as well as numerous options for creating and personalizing diverse plots and charts. As a high-level programming language designed for scientific applications, Scilab facilitates rapid algorithm prototyping while alleviating the burdens associated with lower-level languages like C and Fortran, where issues like memory management and variable declarations can complicate the process. With Scilab, complex mathematical computations can often be expressed in just a few lines of code, whereas other programming languages might necessitate significantly more extensive coding. Additionally, Scilab is equipped with sophisticated data structures, including polynomials, matrices, and graphic handles, and it provides a user-friendly development environment that enhances productivity and ease of use for researchers and engineers. Overall, Scilab's capabilities streamline the process of scientific computing and make it accessible to a wider audience.

Enhance the precision and sustainability of Advanced Process Control (APC) models by integrating both linear and nonlinear variables through deep learning techniques, thereby expanding their operational capabilities. Achieve better return on investment by facilitating swift controller implementation, ongoing model enhancements, and more streamlined workflows that simplify the process for engineers. Transform the model development landscape with artificial intelligence and refine controller tuning via intuitive wizards that guide users in defining both linear and nonlinear optimization goals. Boost controller availability by utilizing cloud technology to access, visualize, and analyze real-time Key Performance Indicators (KPIs). In the fast-paced global market, energy and chemical industries must adapt with agility to satisfy consumer demands and optimize profit margins. Aspen DMC3 represents cutting-edge digital technology that empowers companies to realize a 2-5% increase in throughput, a 3% enhancement in yield, and a 10% decrease in energy consumption. Explore the innovative advancements in next-generation advanced process control technology and discover the transformative impact it can have on operations. This technology not only boosts efficiency but also supports sustainable practices within the industry.

Analytic Solver Optimization is fully compatible with the Excel Solver, designed to tackle any conventional optimization issue, regardless of its size or type, without accommodating uncertainty. What sets it apart from other optimization tools is its ability to conduct an algebraic analysis of your model's structure while efficiently utilizing multiple cores on your computer for enhanced performance. This software can manage nonlinear models that are ten times larger and linear models that are forty times larger than those solvable by the Excel Solver, providing solutions at a significantly faster pace, along with the capability to integrate Solver Engines that can accommodate millions of variables. Additionally, Analytic Solver Simulation offers an intuitive interface for rigorous Monte Carlo simulations, risk analysis, decision trees, and simulation optimization, all powered by Frontline's sophisticated Evolutionary Solver. It features an impressive array of 60 probability distributions, including complex compound distributions, automatic fitting for these distributions, along with rank-order and copula-based correlations, plus 80 different statistics and risk measures, and tools for Six Sigma analysis, as well as multiple parameterized simulations that enhance decision-making processes. The comprehensive functionality of this software makes it an essential tool for professionals seeking to leverage advanced optimization and simulation techniques in their work.

Simpack is a versatile multibody system simulation (MBS) software that allows engineers and analysts to model and simulate the complex non-linear movements of various mechanical and mechatronic systems. This tool empowers users to create and analyze virtual 3D representations, facilitating the prediction and visualization of dynamic behaviors, along with associated forces and stresses. While primarily utilized in sectors such as automotive, engine, HIL/SIL/MIL, power transmission, railway, and wind energy, its applications extend across all fields of mechanical engineering. Notably, Simpack excels in conducting high-frequency transient analyses, including those in the acoustic range, making it a valuable asset for engineers. Originally designed to address intricate non-linear models featuring flexible bodies and severe shock interactions, Simpack continues to evolve to meet the demands of modern engineering challenges. Its adaptability ensures that a wide array of engineering problems can be effectively tackled using this advanced simulation tool.

InfoAsset Planner serves as a strategic roadmap for renewal and replacement, enabling you to anticipate asset degradation and effectively prioritize renewal initiatives according to your capital budget. It efficiently integrates various inspection data, whether from NASSCO-certified CCTV evaluations, focused electrode leak location (FELL) techniques, or acoustic sensor readings, to inform and shape your repair and replacement strategies. By assessing the risk of structural failures, it allows for flexible prioritization of assets based on their condition and potential impact. Utilize deterioration models to statistically forecast future pipe failures, incorporating elements like failure definitions, sensitivity analyses, cohort models, and regression analyses that account for non-linear patterns. Develop a comprehensive rehabilitation plan that facilitates actionable decisions for each asset, rooted in your specific logical framework. Take into account factors such as condition, risk, and budget, ensuring that the chosen actions are timely, justified, and repeatable, thereby enhancing long-term asset management efficacy. This approach ultimately contributes to a more systematic and proactive strategy in maintaining infrastructure integrity.

Our algebra calculator is designed to assist you in resolving your algebra challenges thoroughly, providing step-by-step solutions, along with lessons and practice to aid in mastering the subject. You can access this algebra calculator conveniently at home through the MathPapa website or while on the move using the MathPapa mobile app. This allows you to advance your algebra skills at a pace that suits you, ensuring you develop a robust understanding of mathematical concepts. We are committed to guiding you on your journey toward mastery. Consistent engagement with our exercises will reinforce your algebraic abilities, enabling you to achieve your individual learning objectives. MathPapa can effectively solve both linear and quadratic equations, display the work involved, and offer assistance when you encounter difficulties with your math assignments. Beyond simply solving equations, it can tackle linear and quadratic inequalities, graph equations, and factor quadratic expressions, while also providing step-by-step directions for order of operations. It evaluates expressions and solves systems of two equations as well. MathPapa’s mission is to support your learning of algebra in a structured manner, ensuring you get the help you need with any algebraic problem. With our resources, you can confidently tackle your algebra challenges and enhance your overall mathematical proficiency.

IriCoreLite serves as an advanced iris recognition library that equips developers and system integrators with a robust array of application programming interfaces and functionalities to create applications centered around iris recognition technology. Tailored for extensive iris identification implementations on both PCs and enterprise systems, it operates seamlessly with IriTech's iris scanners. The library features precise iris segmentation techniques for feature extraction that utilize variable multi-sector analysis alongside non-linear segmentation, a sophisticated image enhancement tool to adapt to diverse lighting conditions and obstacles, and an efficient occlusion detection system designed to filter out eyelids and eyelashes. Its swift and precise matching algorithm is optimized for handling large databases, while a comprehensive image quality assessment feature guarantees dependable input data. Furthermore, the algorithms within IriCoreLite have undergone stringent evaluations during NIST testing and have consistently demonstrated their effectiveness across various public databases, showcasing their reliability and performance in real-world applications. This makes IriCoreLite a solid choice for developers seeking to implement cutting-edge iris recognition capabilities in their projects.

WinSTAT serves as a powerful statistics Add-In for Microsoft Excel, providing comprehensive information about its features and benefits. Are you fed up with complex statistics software that requires expert-level knowledge? Discover why WinSTAT could be the ideal solution for your needs. Curious if it includes the functions and visualizations that you're looking for? Explore the function reference page, which showcases sample outputs for various tables and graphics associated with all functions. If you're still on the fence, the best way to determine its value is to experience WinSTAT firsthand. You can easily download the demo right here. We genuinely believe that WinSTAT will play a pivotal role in your statistical endeavors, so why wait? Take the step towards a brighter future in data analysis by ordering WinSTAT today. Among its offerings are regression analysis techniques such as linear, multiple, and polynomial regression, as well as correlation methods like Pearson, Spearman, and partial correlation. Additionally, it provides statistical tests including dependent and independent t-tests, along with various visualizations such as box-plots, scatterplots, histograms, and probit charts. Moreover, WinSTAT includes goodness-of-fit tests like Kolmogorov-Smirnov and Shapiro-Wilk, along with the Chi-square test, giving you a robust toolkit for your statistical needs.

This complimentary multimedia software offers a range of tools for video editing, audio enhancement, voiceover recording, desktop screen capture, and beyond. With over 5 million satisfied users globally, we are thrilled to support budget-conscious creators in bringing their visions to life. As a non-linear editing program, VSDC enables the creation of professional-quality videos by seamlessly blending multiple layers of content into a cohesive whole. The non-linear aspect allows video files and images to be arranged in any order, meaning they can coexist in various locations within the scene, synchronized with other elements at any given moment. Consequently, users can effortlessly implement effects such as picture-in-picture, split-screen, and modify the appearance or positioning of objects throughout the video playback, enhancing creativity and flexibility in their projects. This level of versatility empowers creators to experiment and innovate in their storytelling endeavors.

NXG Logic Explorer is a comprehensive machine learning software designed for Windows, aimed at facilitating data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation tasks. By streamlining various processes, it allows users to uncover new patterns in exploratory datasets and engage in hypothesis testing, simulations, and text mining to derive valuable insights. Among its notable features are the automatic cleaning of disorganized Excel input files, parallel feature analysis for generating summary statistics, Shapiro-Wilk tests, histograms, and frequency counts across multiple continuous and categorical variables. The software also supports the simultaneous execution of ANOVA, Welch ANOVA, chi-squared, and Bartlett's tests for various variables, while automatically creating multivariable linear, logistic, and Cox proportional hazards regression models based on a pre-set p-value criterion to filter results from univariate analyses. Overall, NXG Logic Explorer serves as a powerful tool for researchers and analysts who seek to enhance their data analysis capabilities efficiently.

NVIDIA Modulus is an advanced neural network framework that integrates the principles of physics, represented through governing partial differential equations (PDEs), with data to create accurate, parameterized surrogate models that operate with near-instantaneous latency. This framework is ideal for those venturing into AI-enhanced physics challenges or for those crafting digital twin models to navigate intricate non-linear, multi-physics systems, offering robust support throughout the process. It provides essential components for constructing physics-based machine learning surrogate models that effectively merge physics principles with data insights. Its versatility ensures applicability across various fields, including engineering simulations and life sciences, while accommodating both forward simulations and inverse/data assimilation tasks. Furthermore, NVIDIA Modulus enables parameterized representations of systems that can tackle multiple scenarios in real time, allowing users to train offline once and subsequently perform real-time inference repeatedly. As such, it empowers researchers and engineers to explore innovative solutions across a spectrum of complex problems with unprecedented efficiency.

The Model Predictive Control Toolbox™ offers a comprehensive suite of functions, an intuitive app, Simulink® blocks, and practical reference examples to facilitate the development of model predictive control (MPC) systems. It caters to linear challenges by enabling the creation of implicit, explicit, adaptive, and gain-scheduled MPC strategies. For more complex nonlinear scenarios, users can execute both single-stage and multi-stage nonlinear MPC. Additionally, this toolbox includes deployable optimization solvers and permits the integration of custom solvers. Users can assess the effectiveness of their controllers through closed-loop simulations in MATLAB® and Simulink environments. For applications in automated driving, the toolbox also features MISRA C®- and ISO 26262-compliant blocks and examples, allowing for a swift initiation of projects related to lane keep assist, path planning, path following, and adaptive cruise control. You have the capability to design implicit, gain-scheduled, and adaptive MPC controllers that tackle quadratic programming (QP) problems, and you can generate an explicit MPC controller derived from an implicit design. Furthermore, the toolbox supports discrete control set MPC for handling mixed-integer QP challenges, thus broadening its applicability in diverse control systems. With these extensive features, the toolbox ensures that both novice and experienced users can effectively implement advanced control strategies.

IBM®, SPSS®, Amos is an advanced structural equation modeling software that extends standard multivariate methods such as regression, factor analysis and correlation. It also allows you to perform analysis of variance. Create behavioral and attitude models that reflect complex relationships more accurately using a graphical or programmatic interface. Amos is included with the Premium edition of SPSS Statistics, except for the Campus edition where it is sold separately. Amos is available as part of SPSS Statistics' base, standard, and professional editions, or as a standalone application.

The software offers comprehensive data import and export functions, supporting formats such as LIS, DLIS, LAS, and ASCII. It features interactive editing of data, depth adjustments, curve splicing, and a variety of curve manipulation tools to enhance user experience. A complete deterministic analysis is available, incorporating a wide range of equations for Vshale, porosity, and water saturation calculations. Users can also access an array of statistical analysis options, which include cluster analysis, Fourier analysis, and multiple linear regression, among others. In addition, the software provides speed corrections, button correlation, pad/flap correlation, and identifies issues such as dead or faulty buttons. Quality control visualizations for magnetometer data and acceleration metrics are also included. Furthermore, the ability to create customized templates for each well allows for the seamless integration and display of all downhole data, including borehole imaging, enhancing the overall analytical capabilities within the section.

BASIC, which stands for Beginners' All-purpose Symbolic Instruction Code, represents a collection of high-level programming languages that prioritize user-friendliness. In its early days, BASIC primarily focused on facilitating simple mathematical computations, initially incorporating batch processing for matrix arithmetic and later expanding to include character string capabilities by 1965. The introduction of BASIC was a key part of the broader transition to time-sharing computing systems. Certain variants of BASIC featured support for matrices and related operations, enabling users to tackle systems of simultaneous linear equations effectively. These variants allowed for various matrix operations, including assignment, addition, multiplication (for compatible types), and determinant evaluation. However, as the 1990s approached, BASIC's popularity waned due to the emergence of more powerful microcomputers and the rising adoption of programming languages like Pascal and C, which offered more sophisticated features suitable for modern computing demands. Consequently, the shift towards these advanced languages marked a significant turning point in the programming landscape during that era.

MSC Nastran is a versatile application for multidisciplinary structural analysis, allowing engineers to conduct various assessments, including static, dynamic, and thermal analyses, in both linear and nonlinear contexts. This software integrates automated structural optimization and award-winning fatigue analysis technologies, all powered by advanced computing capabilities. Engineers leverage MSC Nastran to guarantee that structural systems possess the required strength, stiffness, and longevity to prevent failures such as excessive stresses, resonance, buckling, or harmful deformations that could jeopardize structural integrity and safety. Additionally, MSC Nastran serves to enhance the cost-effectiveness and comfort of passenger experiences in structural designs. By optimizing performance in existing frameworks or creating distinctive product features, this tool provides a competitive edge within the industry. Furthermore, it assists in addressing potential structural problems that might arise during a product's operational life, thereby minimizing downtime and reducing associated costs. Ultimately, MSC Nastran empowers engineers to innovate and refine their designs effectively.

Cybernetica specializes in providing Nonlinear Model Predictive Control (NMPC) utilizing mechanistic models. Our innovative software solution, Cybernetica CENIT, features a versatile architecture capable of addressing diverse industrial challenges by delivering optimal strategies. This includes advanced multivariable optimal control, predictive control mechanisms, and intelligent feed-forward strategies, along with efficient handling of constraints. Furthermore, our adaptive control capabilities leverage state and parameter estimation, incorporating feedback from indirect measurements via the process model. The use of nonlinear models allows for effective operation across extensive ranges, enhancing the management of nonlinear processes. This leads to a diminished reliance on step-response experiments and bolstered accuracy in state and parameter estimations. Additionally, we offer control solutions for both batch and semi-batch operations, efficiently managing nonlinear processes that function under fluctuating conditions. Our technology also ensures optimal grade transitions in continuous operations, safe supervision of exothermic processes, and control of unmeasured variables, including conversion rates and product quality. As a result, we contribute to reduced energy consumption and a lower carbon footprint, while also enhancing overall process efficiency. In summary, Cybernetica is committed to advancing industrial control solutions that optimize performance and sustainability.

GeneXproTools, an award-winning product from Microsoft, is a highly adaptable modeling software that caters to various needs such as regression, logistic regression, classification, time series forecasting, and logic synthesis. Its user-friendly interface allows users to easily import data and generate models with a single click of the Start button. The software comes in five different versions: Home, Standard, Advanced, Professional, and Enterprise, with discounted Academic Versions offered to educational institutions and students. Capable of handling datasets comprising tens of thousands of variables, GeneXproTools excels at identifying and extracting key features and their interconnections. Furthermore, it simplifies access to a wide range of data sources, including raw text files, databases, and Excel spreadsheets, making it accessible even to those without programming experience. This powerful tool empowers users to create robust and precise models without needing any coding knowledge, ensuring that anyone can harness its capabilities.

OpenModelica serves as an open-source platform for modeling and simulating systems using the Modelica language, catering to both industrial and academic sectors. Its progress is driven by the Open Source Modelica Consortium (OSMC), a non-profit entity. This platform seeks to deliver an extensive environment for Modelica modeling, compilation, and simulation, available in both binary and source code formats, thereby supporting research, education, and practical applications in the industry. OpenModelica is compatible with multiple operating systems, such as Windows, Linux, and macOS, and fully supports the Modelica Standard Library. It is crafted to enable the creation and execution of a wide range of numerical algorithms, making it ideal for tasks like control system design, nonlinear equation resolution, and the development of optimization algorithms for intricate applications. Additionally, the platform incorporates features for debugging, visualization, and animation, which not only enhance user interaction but also streamline the modeling and simulation processes significantly. Overall, OpenModelica’s versatility and robust tools make it a valuable asset for engineers and researchers alike.

Integrating artificial intelligence into the core of Sales and Operations Planning (S&OP) can significantly enhance overall business performance while effectively utilizing existing ERP systems and limited human resources. The Decision Intelligence layer from PlanningForce empowers organizations to leverage human expertise, sophisticated modeling, databases, and AI to streamline intricate and non-linear decision-making processes. By fusing four essential elements—human experience, advanced modeling, comprehensive databases, and cutting-edge artificial intelligence—PlanningForce delivers a robust Decision Intelligence framework that enables managers to navigate their decision-making with remarkable speed and accuracy. The insights generated by this innovative layer of Decision Intelligence empower Decision-Makers, granting them mastery over operations that have grown more complex and interconnected over time. With the system's advanced simulation features, Decision-Makers can seamlessly manage the various dynamics involved in non-linear decision-making processes, leading to more informed and strategic outcomes. Ultimately, this integration not only enhances decision quality but also fosters a more agile and responsive organizational environment.

Artelys Knitro stands out as a premier solver for extensive nonlinear optimization challenges, providing a comprehensive array of sophisticated algorithms and functionalities to tackle intricate issues across multiple sectors. It boasts four cutting-edge algorithms: two based on interior-point/barrier techniques and two utilizing active-set/sequential quadratic programming methods, which facilitate both efficient and reliable resolutions for diverse optimization scenarios. Furthermore, Knitro features three dedicated algorithms for mixed-integer nonlinear programming, leveraging heuristics, cutting planes, and branching rules to adeptly manage discrete variables. Among its notable capabilities, Knitro includes parallel multi-start functionalities for global optimization, automatic and parallel adjustments of option settings, and intelligent initialization approaches aimed at swiftly identifying infeasibility. The solver is compatible with various programming environments, offering object-oriented APIs for languages such as C++, C#, Java, and Python, thus ensuring versatility for developers. Additionally, its robust support for parallel computing enhances performance and scalability for large-scale applications.

Discover the power of Math AI, an innovative Chrome extension tailored to streamline your homework experience by unlocking the picture math solver for all your mathematical inquiries. Whether you are tackling fundamental arithmetic, algebra, linear algebra, or physics, this extension is designed to simplify your understanding of equations and concepts efficiently. Key Features and Benefits: ● Picture Math Solver: Capture a photo of your math problem with Math AI, allowing you to solve it quickly and effortlessly. ● Education Modes: Select from various modes to receive customized help—detailed explanations for intricate problems, instant solutions for straightforward ones, or an engaging AI tutor for a more personalized learning experience. ● Broader Subject Support: Beyond mathematics, this tool extends its utility to subjects like physics, chemistry, biology, and many other academic tasks, making it a versatile study companion. ● 21 Language Options: With support for 21 different languages, Math AI is accessible to users around the globe, ensuring that everyone can benefit from its features. ● Convenience at Your Fingertips: This extension not only enhances your learning but also saves you valuable time, allowing you to focus on mastering the material.

MIDAS FEA NX is an advanced finite element analysis (FEA) software designed specifically for intricate structural and civil engineering simulations, featuring an intuitive, CAD-like interface that enhances user experience alongside powerful analytical functions. The software enables engineers to easily import a variety of 3D CAD files and generate high-quality finite element meshes using both automatic and hybrid mesh techniques, thereby minimizing the time spent on manual preparation and enhancing the precision of models. With support for both linear and nonlinear analyses, it can conduct complex simulations utilizing high-performance solvers and parallel computing, making it adept at managing extensive, real-world projects with ease. MIDAS FEA NX is particularly proficient at executing refined method analyses that meet the stringent requirements of design codes for structures characterized by intricate geometries, allowing for comprehensive assessments of stress, deformation, and performance across a range of loading scenarios. Additionally, it offers seamless integration with other tools in the MIDAS COLLECTION and various structural analysis applications, ensuring a cohesive workflow for engineers. Ultimately, the robust feature set of MIDAS FEA NX positions it as a critical resource in the toolkit of any structural engineer.

CoPlot Version 6.45 is a highly adaptable software tool designed for generating top-notch 2D and 3D scientific visualizations, which include data plots, equations, maps, and various technical illustrations. The program's development is centered on a singular objective: to create a resource that empowers scientists and engineers to achieve their precise graphical needs with ease. Additionally, CoPlot integrates CoStat for effective data management and statistical analysis. Users can produce detailed technical illustrations using a wide array of drawing tools provided by CoPlot. Its capabilities make it suitable for crafting genetic maps, field maps, flow charts, apparatus schematics, circuit diagrams, chemical structures, and much more. The program supports drawing objects and graphs with the ability to incorporate HTML-like text formatting tags and over 1,000 special characters, enhancing the visual appeal of the scientific outputs. With CoPlot, users can create outstanding scientific graphs and maps, utilizing seven fundamental graph types, more than 40 plotting methods for data, 18 different ways to represent equations, flexible attributes for customization, asymmetric and horizontal error bars, and 12 distinct axis types, ensuring a comprehensive suite for all graphical needs. This extensive range of options makes CoPlot a valuable asset for anyone looking to present data visually in a professional and effective manner.

This econometric modeling software features an intuitive interface accompanied by one of the most extensive collections of data management tools, enabling you to swiftly and effectively formulate statistical and forecasting equations. You can take advantage of top-notch capabilities such as support for 64-bit Windows large memory, object linking and embedding (OLE), as well as smart edit windows. The software allows for rapid analysis of time series, cross-section, and longitudinal data, making statistical and econometric modeling more efficient. In addition, it enables you to create presentation-quality graphs and tables, facilitating superior budgeting, strategic planning, and academic research. The inclusion of context-sensitive menus enhances usability, while the batch programming language and tools for add-ins or user objects expand functionality. With full command line support and drag-and-drop features, generating forecasts and model simulations becomes a straightforward task. Moreover, EViews 12 continues to deliver the power and ease-of-use that users have come to rely on, ensuring that both beginners and advanced users can maximize their productivity. Its robust capabilities make it an invaluable asset for professionals across various fields.

Numerous professionals utilize VisualAnalysis (VA) to efficiently meet their project deadlines. Users frequently commend it as "exceptional value" and "incredibly user-friendly." It provides essential tools that are budget-conscious. The software allows for the creation of 3D models for a variety of structures, including complete buildings, tanks, and towers, alongside offering both static and dynamic response analysis capabilities. It performs design code verifications for materials such as steel, wood, concrete, cold-formed steel, and aluminum. VisualAnalysis features comprehensive analysis and design functionalities, including automatic plate meshing, a command window, nonlinear elements, and dynamic time history analysis. Its 3D static and dynamic finite element analysis (FEA) is suitable for civil, mechanical, aerospace, and other types of structural evaluations. Additionally, it includes optional support for building code load combinations. Users can easily apply loads, distribute area loads to structural members, and manage gravity and lateral loads within the same project. The software enables the creation of frame, truss, or FEA models for nearly any type of structure, with the ability to sketch, generate, and import designs from CAD or BIM tools like Revit. With its rapid static analysis, P-delta calculations, AISC Direct methods, dynamic assessments, and nonlinear capabilities, it delivers proven and validated results for engineering professionals. Overall, VisualAnalysis stands out as a versatile solution for various engineering needs.

Inventor® Nastran® is a finite element analysis (FEA) tool integrated within CAD software, enabling engineers and analysts to perform a diverse range of studies using various materials. This software provides comprehensive simulation capabilities that encompass both linear and nonlinear stress analysis, dynamic simulations, and heat transfer assessments. It is exclusively accessible through the Product Design & Manufacturing Collection, which includes a suite of powerful tools designed to enhance workflows within Inventor. In addition to advanced simulation features, this collection also offers 5-axis CAM, nesting tools, and access to software like AutoCAD and Fusion 360, ensuring a holistic approach to product design and manufacturing processes. By utilizing Inventor Nastran, professionals can streamline their analysis and improve their design outcomes significantly.

CalculiX allows users to create, analyze, and process finite element models efficiently. It features an interactive 3D pre-and post-processor that utilizes the OpenGL API for enhanced visualization. The solver within CalculiX is capable of handling both linear and non-linear calculations, offering solutions for static, dynamic, and thermal problems. Since it employs the Abaqus input format, users can leverage commercial pre-processors seamlessly. Furthermore, the pre-processor can generate mesh-related data compatible with Nastran, Abaqus, Ansys, Code-Aster, as well as free computational fluid dynamics tools such as Dolfyn, Duns, ISAAC, and OpenFOAM. A straightforward step reader is also integrated into the system. Additionally, there are options for external CAD interfaces, broadening its usability. This versatile program is designed to operate on various Unix platforms like Linux and Irix, as well as on MS Windows, making it accessible to a wide range of users.

Is your Tech team feeling the constraints of Linear's functionality? Look no further than SteelSync, the ultimate solution to convert these obstacles into enhanced operational efficiency. Our innovative tool elevates Linear's capabilities by addressing the everyday challenges you encounter: Automated “Business” Interactions: Eliminate the monotonous task of managing feature requests and bug reports manually. SteelSync automates these communications, leading to significant time savings and minimizing the risk of mistakes. Centralized Updates: Are you finding it difficult to keep “the Business” and non-Linear users updated? Our solution centralizes updates with monthly overviews, making sure everyone stays informed with the latest real-time data. Unified, Real-Time Board: Tired of juggling multiple disconnected tools? Our all-in-one public board consolidates all your project management needs, offering a seamless and up-to-date perspective. Streamlined Public Roadmaps: Effortlessly communicate future plans with stakeholders. SteelSync's public roadmap feature promotes transparency, allowing you to share crucial project milestones with ease and clarity. By implementing SteelSync, you can transform the way your team collaborates and interacts, ensuring a more effective and efficient workflow.

The newest version of the free software MCM Alchimia has been designed to facilitate the estimation of measurement uncertainty and calibrations using the Monte Carlo method in accordance with JCGM 101. In this update, a comprehensive GUM framework uncertainty budget has been introduced, and similar to the previous version, it maintains support for correlated quantities and regression curves. Additionally, it boasts a speed enhancement that rivals well-known calculation and statistics programs. Users can perform simulations using direct, inverse, and total least squares methods, offering versatility in analysis. Furthermore, there is a custom application language available through an external module, allowing for tailored functionality. The output report provides a thorough statistical analysis of the simulations conducted, ensuring users have detailed insights into their results. This release significantly enhances the usability and efficiency of the application for professionals in the field.

SmartstatXL: Comprehensive Statistical Analysis Within Excel. Harness the complete capacity of your data using SmartstatXL, an Excel add-in that effortlessly incorporates advanced statistical analysis into your well-known spreadsheet platform. This innovative tool aims to streamline your data evaluation workflow by merging the powerful features of statistical software with the user-friendly nature of Excel. Noteworthy Characteristics of SmartstatXL: • Seamless Excel Integration: Conduct intricate data evaluations right inside Excel. SmartstatXL’s seamless integration enables you to utilize Excel’s capabilities while accessing sophisticated statistical tools, eliminating the hassle of toggling between different software. • Broad Range of Analytical Tools: SmartstatXL is packed with an extensive selection of features that cater to various analytical needs, including Descriptive Statistics, Normality Tests, Hypothesis Tests (like t-Tests and z-Tests), and advanced techniques such as Correlation, Regression, ANOVA, Time Series Analysis, Reliability Assessments, Factor Analysis, PCA, and Discriminant Analysis, ensuring all your statistical needs are met efficiently. With SmartstatXL, you can elevate your data analysis to new heights without sacrificing the comfort of your existing tools.

WebTrafficWatch serves as a streamlined analytics tool that interfaces directly with your Google Analytics 4 and Search Console data, offering automatic weekly insights without the need for manual examination. After establishing a connection, it monitors essential metrics, including users, sessions, conversions, events, clicks, impressions, click-through rates, and positions. Each week, it employs a tailored linear model to assess your historical data, juxtaposing the last week against anticipated values and identifying significant discrepancies to reveal notable trends. This statistical engine also considers variations between weekdays and weekends, refining the data by eliminating outliers like unusual viral spikes to ensure more accurate insights into your core performance. The generated reports are presented in straightforward language, making the insights readily understandable for all team members, while still providing comprehensive technical details such as regression equations, R² values, and confidence intervals for those with a more analytical background. Additionally, this dual approach ensures that both casual users and data specialists can benefit from the insights provided.

R is a comprehensive environment and programming language tailored for statistical analysis and graphical representation. As a part of the GNU project, it shares similarities with the S language, which was originally designed by John Chambers and his team at Bell Laboratories, now known as Lucent Technologies. Essentially, R serves as an alternative implementation of S, and while there are notable distinctions between the two, a significant amount of S code can be executed in R without modification. This versatile language offers a broad spectrum of statistical methods, including both linear and nonlinear modeling, classical statistical tests, time-series analytics, classification, and clustering, among others, and it boasts a high level of extensibility. The S language is frequently utilized in research focused on statistical methodologies, and R presents an Open Source avenue for engaging in this field. Moreover, one of R's key advantages lies in its capability to generate high-quality publication-ready graphics, facilitating the inclusion of mathematical symbols and formulas as needed, which enhances its usability for researchers and analysts alike. Ultimately, R continues to be a powerful tool for those seeking to explore and visualize data effectively.

Microwave Office facilitates the design of various RF passive components, including filters, couplers, and attenuators, along with active devices functioning under small-signal (AC) conditions, such as low noise and buffer amplifiers. Its linear configuration allows for the simulation of S-parameters (Y/Z/H/ABCD), small-signal gain, linear stability, noise figure, return loss, and voltage standing wave ratio (VSWR), complemented by features like real-time tuning, optimization, and yield analysis. Each E-series Microwave Office portfolio encompasses synchronous schematic and layout editors, 2D and 3D viewers, and extensive libraries featuring high-frequency distributed transmission models, as well as surface-mount vendor component RF models complete with footprints. Additionally, it offers measurement-based simulations and RF plotting capabilities. Microwave Office PCB further enhances the design process by enabling both linear and nonlinear RF circuit design through the advanced APLAC HB simulator, which provides powerful multi-rate HB, transient-assisted HB, and time-variant simulation engines for comprehensive RF/microwave circuit analysis. This extensive toolset empowers engineers to push the boundaries of RF design and streamline their development workflows effectively.

QuickMath is designed to provide solutions for a wide range of algebraic, equation-related, and calculus challenges commonly encountered by both high school and college learners. Within the algebra segment, users can expand, factor, or simplify nearly any mathematical expression they desire. Additionally, it offers functionalities for breaking down fractions into partial fractions, merging multiple fractions into a single entity, and eliminating common factors within those fractions. The equations component enables the resolution of an equation or a complete system of equations, typically yielding either an exact answer or a numerical solution with the desired level of precision. Users can also tackle inequalities or sets of inequalities involving a single variable, along with options to visualize these inequalities in two dimensions. The calculus portion supports both differentiation and the processes of definite and indefinite integration, while the matrices section provides tools for performing arithmetic operations on matrices. Moreover, the graphs section includes features for plotting various equations and inequalities, making it a comprehensive resource for students seeking assistance in these mathematical areas. In summary, QuickMath is a versatile tool that empowers students to tackle diverse mathematical challenges effectively.

Number Analytics is a web-based statistical software that can be used for marketing research. It has an easy-to-use interface and works on the cloud. It offers basic statistical analysis such as t-test, ANOVA and regression analysis. There are also more marketing-focused applications like choice based conjoint analyses and perceptual mapping.