Alternatives to AMPL
Compare AMPL alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AMPL in 2026. Compare features, ratings, user reviews, pricing, and more from AMPL competitors and alternatives in order to make an informed decision for your business.
-
1
Solver SDK
Frontline Systems
Use optimization and simulation models in your desktop, Web or mobile application. Use the same high-level objects (like Problem, Solver, Variable and Function), collections, properties and methods across different programming languages. The same object-oriented API is exposed "over the wire" through Web Services WS-* standards to remote clients in PHP, JavaScript, C# and other languages. Procedural languages can use conventional calls that correspond naturally to the properties and methods of the Object-Oriented API. Linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, global optimization, and non-smooth evolutionary and tabu search are all included. The world's best optimizers, from Gurobi™, XPRESS™ and MOSEK™ for linear, quadratic and conic models to KNITRO™, SQP and GRG methods for nonlinear models "plug into" Solver SDK. Easily create a sparse DoubleMatrix object with 1 million rows and columns.Starting Price: $2495 one-time payment -
2
Artelys Knitro
Artelys
Artelys Knitro is a leading solver for large-scale nonlinear optimization problems, offering a suite of advanced algorithms and features to address complex challenges across various industries. It provides four state-of-the-art algorithms: two interior-point/barrier methods and two active-set/sequential quadratic programming methods, enabling efficient and robust solutions for a wide range of optimization problems. Additionally, Knitro includes three algorithms specifically designed for mixed-integer nonlinear programming, incorporating heuristics, cutting planes, and branching rules to effectively handle discrete variables. Key features of Knitro encompass parallel multi-start capabilities for global optimization, automatic and parallel tuning of option settings, and smart initialization strategies for rapid infeasibility detection. The solver supports various interfaces, including object-oriented APIs for C++, C#, Java, and Python. -
3
Model Predictive Control Toolbox
MathWorks
Model Predictive Control Toolbox™ provides functions, an app, Simulink® blocks, and reference examples for developing model predictive control (MPC). For linear problems, the toolbox supports the design of implicit, explicit, adaptive, and gain-scheduled MPC. For nonlinear problems, you can implement single- and multi-stage nonlinear MPC. The toolbox provides deployable optimization solvers and also enables you to use a custom solver. You can evaluate controller performance in MATLAB® and Simulink by running closed-loop simulations. For automated driving, you can also use the provided MISRA C®- and ISO 26262-compliant blocks and examples to quickly get started with lane keep assist, path planning, path following, and adaptive cruise control applications. Design implicit, gain-scheduled, and adaptive MPC controllers that solve a quadratic programming (QP) problem. Generate an explicit MPC controller from an implicit design. Use discrete control set MPC for mixed-integer QP problems.Starting Price: $1,180 per year -
4
RASON
Frontline Solvers
RASON (RESTful Analytic Solver Object Notation) is a modeling language and analytics platform embedded in JSON and delivered via a REST API that makes it simple to create, test, solve, and deploy decision services powered by advanced analytic models directly into applications. It lets users define optimization, simulation, forecasting, machine learning, and business rules/decision tables using a high-level language that integrates naturally with JavaScript and RESTful workflows, making analytic models easy to embed into web or mobile apps and scale in the cloud. RASON supports a wide range of analytic capabilities, including linear and mixed-integer optimization, convex and nonlinear programming, Monte Carlo simulation with multiple distributions and stochastic programming methods, and predictive models such as regression, clustering, neural networks, and ensembles, plus DMN-compliant decision tables for business logic.Starting Price: Free -
5
Analytic Solver
Frontline Systems
Analytic Solver Optimization - 100% upward compatible from the Excel Solver - handles every type and size of the conventional optimization problem (without uncertainty). Unlike other optimization software, it algebraically analyzes your model structure and maximally exploits multiple cores in your PC. You can solve nonlinear models 10 times larger, and linear models 40 times larger than the Excel Solver, get solutions much faster – and plug-in Solver Engines to handle up to millions of variables! Analytic Solver Simulation gives you easy-to-use, powerful Monte Carlo simulation and risk analysis, decision trees, and simulation optimization using Frontline’s advanced Evolutionary Solver. With 60 probability distributions plus compound distributions, automatic distribution fitting, rank-order and copula-based correlation, 80 statistics, risk measures and Six Sigma functions, multiple parameterized simulations and more. -
6
Interactive Mathematics
Interactive Mathematics
Interactive Mathematics aims to interest and educate people in the joys of mathematics. It does so by providing clear examples, relating things to the "real world" and providing interactive applets that allow the user to explore mathematical concepts. It helps over 5 million students each year, who use our free lessons to help get ahead in math. We've taken that expertise and paired it with AI to provide a free-to-try AI math problem solver and math tutoring chat platform. We've combined a powerful mathematical computational engine with a large language model artificial intelligence to create a state-of-the-art math problem solver and AI math calculator. More accurate than ChatGPT, more powerful than a math calculator, and faster than a math tutor! Whether it's a tough word problem, algebra equation, or advanced calculus, our AI math problem solver and calculator can solve it. Our solver can interpret math word problems and determine what mathematical operations need to be used.Starting Price: $9.95 per month -
7
Math AI
Math AI
Unlock the picture math solver for your inquiries with Math AI, the ultimate Chrome extension designed to help you with your homework. Whether you're dealing with basic calculations, algebra, linear algebra, or physics, our extension is here to assist you in handling equations and concepts with ease. Key Features and Benefits: ● Picture Math Solver: Easily solve math problems by taking a picture with Math AI, saving you time and effort. ● Education Modes: Choose from different modes for tailored assistance—detailed steps for complex problems, quick answers for simple ones, or an interactive AI tutor for personalized guidance. ● Not only math: This tool is not limited to mathematics. It can also be used for subjects like physics, chemistry, biology, and a wide range of other homework tasks. ● 21 Languages: Accessible to a global audience with support for 21 different languages. -
8
Ampleforth
Ampleforth
A new paper has been released. This report expands on the motivation, design, and performance of the Ampleforth protocol under live market conditions. AMPL is a cryptocurrency and financial building-block. Much like Bitcoin, it is algorithmic and uncollateralized. However unlike Bitcoin, AMPL can be used to denominate stable contracts. These supply adjustments are called "Rebases" and rebases occur once each day. When the AMPL network grows you'll automatically have more tokens, when the AMPL network shrinks you'll automatically have fewer tokens, but the price per AMPL will tend to cycle around $1. This novel rebasing mechanism is what allows AMPL to be used in contracts. AMPL is an independent financial primitive that does not rely on centralized collateral or lenders of last resort. It's like Bitcoin, except it can be used in contracts. -
9
APL
APL
APL is an array-oriented programming language that will change the way you think about problems and data. With a powerful, concise syntax, it lets you develop shorter programs that enable you to think more about the problem you're trying to solve than how to express it to a computer.Starting Price: Free -
10
GAMS
GAMS
GAMS (General Algebraic Modeling System) is a best-in-class mathematical modeling software known for its high performance, scalability, and ease of use. The official release of GAMSPy now allows users to integrate GAMS with Python, enabling flexible and powerful model creation directly within Python. GAMS simplifies the expression of optimization problems with its efficient algebraic modeling language, offering optimal solutions using top-tier mathematical solvers. GAMS MIRO provides graphical interfaces for GAMS models, facilitating local and cloud deployment with advanced visualization features. For scalable model solving, GAMS Engine offers a reliable SaaS solution, allowing models to be solved on-premises or in the cloud. Additionally, GAMS provides workshops, training, and consulting services to help users develop, improve, and deploy decision-support solutions.Starting Price: $3,500 one-time payment -
11
AmpleLogic Learning Management System
AmpleLogic
AmpleLogic’s Learning Management System (LMS) is designed to organize and monitor a vast number of GMP and Non-GMP training for life sciences, pharmaceutical manufacturing, API (Active Pharmaceutical Ingredient) Manufacturers, contract development and manufacturing organization (CDMO) biotechnology, and contract research organizations (CROs), including SOP, technical, HR, external, and research training. AmpleLogic Pharmaceutical Training Management Software aids in determining training requirements depending on a user’s Role. It’s also possible to create a department-specific training calendar, carry out and assess various forms of employee training programs, guarantee compliance through appropriate tracking, and keep training records annually with the creation of reports for management review. -
12
R
The R Foundation
R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S. There are some important differences, but much code written for S runs unaltered under R. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed.Starting Price: Free -
13
PascalABC.NET
PascalABC.NET
The new generation Pascal programming language combines the simplicity of classic Pascal, a great number of modern extensions, and the broad capabilities of Microsoft .NET Framework. Free, simple, and powerful IDE. Built-in form designer for rapid development of Windows desktop applications. Download the latest version of PascalABC.NET with a build-in form designer. Several extensions of the Pascal language, including the foreach operator, in-block variable definitions, auto type deduction in variable definitions, simplified syntax of units, method implementations inside classes and records, a new operator for object construction, anonymous classes, auto-classes, BigIntegers, etc. The most modern features of programming languages like n-dimensional dynamic arrays, generics, interfaces, operator overloading, exceptions, garbage collection, and lambda expressions. IDE with integrated debugger, IntelliSense system, code templates, and code auto-formatting.Starting Price: Free -
14
BASIC
BASIC
BASIC (Beginners' All-purpose Symbolic Instruction Code) is a family of general-purpose, high-level programming languages designed for ease of use. Initially, BASIC concentrated on supporting straightforward mathematical work, with matrix arithmetic support from its initial implementation as a batch language, and character string functionality being added by 1965. The emergence of BASIC took place as part of a wider movement towards time-sharing systems. Some dialects of BASIC supported matrices and matrix operations, which can be used to solve sets of simultaneous linear algebraic equations. These dialects would directly support matrix operations such as assignment, addition, multiplication (of compatible matrix types), and evaluation of a determinant. BASIC declined in popularity in the 1990s, as more powerful microcomputers came to market and programming languages with advanced features (such as Pascal and C) became tenable on such computers. -
15
Apache Groovy
The Apache Software Foundation
Apache Groovy is a powerful, optionally typed and dynamic language, with static-typing and static compilation capabilities, for the Java platform aimed at improving developer productivity thanks to a concise, familiar and easy to learn syntax. It integrates smoothly with any Java program, and immediately delivers to your application powerful features, including scripting capabilities, Domain-Specific Language authoring, runtime and compile-time meta-programming and functional programming. Concise, readable and expressive syntax, easy to learn for Java developers. Closures, builders, runtime & compile-time meta-programming, functional programming, type inference, and static compilation. Flexible & malleable syntax, advanced integration & customization mechanisms, to integrate readable business rules in your applications. Great for writing concise and maintainable tests, and for all your build and automation tasks.Starting Price: Free -
16
AmpleLogic Document Management
AmpleLogic
AmpleLogic EDMS Software is a power-packed electronic document management system exclusively designed for Pharmaceutical and Biotech companies, developed, and implemented exclusively to meet the cGMP needs of Pharma domain with 21CFR Part 11 compliance, EU Annex 11 compliance can easily eliminate all the challenges faced by different companies AmpleLogic EDMS is a paperless document management system enables you to experience the effortless handling of all the documents and information. Various activities like document creation, review, approval, editing, document comparison, version control, parallel reviews are part of AmpleLogic Document Management System. -
17
HIX Tutor
HIX.AI
Use our AI math solver to solve any math homework problem online for free. Struggling to do your math homework? HIX Tutor’s AI Math Solver simplifies math problems. Get fast, accurate math solutions in one click with our state-of-the-art math AI solver. Math AI Solver can assist with math at all grade levels, ranging from elementary math to university and beyond. Get detailed explanations for each step of the problem to gain a better understanding of your math homework. Access our AI math solver anytime to meet your homework needs around the clock to ensure that you never miss a deadline. Get answers to math problems in record time and save on the cost of math tutors with our free math AI solver tool. We offer the latest in AI math technology to ensure accurate answers to any math problems including algebra, geometry, calculus, etc. Our AI math problem solvers make learning all kinds of math easier by providing step-by-step guidance and answers. -
18
MathGPT
MathGPT
MathGPT is an AI-powered math solver and homework assistant designed to help students tackle mathematical problems across various subjects, including algebra, geometry, calculus, and statistics. By allowing users to upload images or PDFs of math problems, MathGPT provides step-by-step solutions, enhancing understanding and learning. MathGPT serves as an on-demand AI math tutor, offering clear explanations to help students grasp complex concepts and build confidence in their mathematical abilities. Trusted by over 2 million students, MathGPT is a free and user-friendly platform that supports learners in improving their math skills. -
19
NLREG
NLREG
NLREG is a powerful statistical analysis program that performs linear and nonlinear regression analysis, surface and curve fitting. NLREG determines the values of parameters for an equation, whose form you specify, that cause the equation to best fit a set of data values. NLREG can handle linear, polynomial, exponential, logistic, periodic, and general nonlinear functions. Unlike many "nonlinear" regression programs that can only handle a limited set of function forms, NLREG can handle essentially any function whose form you can specify algebraically. NLREG features a full programming language with a syntax similar to C for specifying the function that is to be fitted to the data. This allows you to compute intermediate work variables, use conditionals, and even iterate in loops. With NLREG it is easy to construct piecewise functions that change form over different domains. Since the NLREG language includes arrays, you can even use tabular look-up methods to define the function. -
20
Calculix
Calculix
With CalculiX finite element models can be built, calculated, and post-processed. The pre-and post-processor is an interactive 3D tool using the OpenGL API. The solver is able to do linear and non-linear calculations. Static, dynamic, and thermal solutions are available. Because the solver makes use of the abaqus input format it is possible to use commercial pre-processors as well. In turn the pre-processor can write mesh-related data for nastran, abaqus, ansys, code-aster, and for the free-cfd codes dolfyn, duns, ISAAC and OpenFOAM. A simple step reader is included. In addition, external CAD interfaces are available. The program is designed to run on Unix platforms like Linux and Irix computers but also on MS Windows. -
21
CVXOPT
CVXOPT
CVXOPT is a free software package for convex optimization based on the Python programming language. It can be used with the interactive Python interpreter, on the command line by executing Python scripts, or integrated in other software via Python extension modules. Its main purpose is to make the development of software for convex optimization applications straightforward by building on Python’s extensive standard library and on the strengths of Python as a high-level programming language. Efficient Python classes for dense and sparse matrices (real and complex), with Python indexing and slicing and overloaded operations for matrix arithmetic. Interfaces to the linear programming solver in GLPK, the semidefinite programming solver in DSDP5, and the linear, quadratic and second-order cone programming solvers in MOSEK.Starting Price: Free -
22
AmpleLogic APQR
AmpleLogic
Introducing AmpleLogic AI-based APQR software, a revolutionary solution that helps you generate accurate Product Quality Review (PQR) reports and CPV reports for audits and regulatory submissions as per the current Good Manufacturing Practices (CGMP) regulations for drug products (21 CFR 211.180(e), 21 CFR 211.180(e)). With OCR data extraction and AI chatbot integration, AmpleLogic APQR solution streamlines document data extraction and quickens access to information, boosting audit readiness and operational efficiency. -
23
Scala
Scala
Scala combines object-oriented and functional programming in one concise, high-level language. Scala's static types help avoid bugs in complex applications, and its JVM and JavaScript runtimes let you build high-performance systems with easy access to huge ecosystems of libraries. The Scala compiler is smart about static types. Most of the time, you need not tell it the types of your variables. Instead, its powerful type inference will figure them out for you. In Scala, case classes are used to represent structural data types. They implicitly equip the class with meaningful toString, equals and hashCode methods, as well as the ability to be deconstructed with pattern matching. In Scala, functions are values, and can be defined as anonymous functions with a concise syntax.Starting Price: Free -
24
AI Math Solver
AIMathSolver.io
AI Math Solver is an artificial intelligence-based math problem-solving tool designed to help users efficiently solve and understand various mathematical problems. Here are its main features: ● Coverage of Multiple Math Fields: Supports a wide range of mathematical branches, including arithmetic, algebra, geometry, trigonometry, calculus, and statistics, capable of handling problems from basic to complex levels. ● Photo Solving Feature: Users can take pictures of math problems using their mobile camera, and the AI will automatically recognize and provide detailed step-by-step solutions. ● Multilingual Support: Supports over 30 languages, including Simplified Chinese, making it accessible for users from different language backgrounds. ● Instant Feedback: Users can receive accurate answers in just 10 seconds, along with detailed solution steps to help them gain a deeper understanding. ● Learning Resources: Offers interactive graphs, video tutorials, and practice problemsStarting Price: $0 -
25
Simcenter Nastran
Siemens
Simcenter Nastran is a premier finite element method (FEM) solver for computational performance, accuracy, reliability and scalability. Simcenter Nastran includes powerful solutions for linear and nonlinear structural analysis, structural dynamics, acoustics, rotor dynamics, aeroelasticity, thermal analysis, and optimization. The advantage to having all these solutions available in a single solver is that input/output file formats are the same for all solution types, which greatly simplifies modeling processes. Available as a standalone enterprise solver or as an integrated solver in Simcenter 3D, Simcenter Nastran helps manufacturers as well as engineering suppliers in aerospace, automotive, electronics, heavy machinery, medical device, and other industries for their critical engineering computing needs so they can produce safe, reliable and optimized designs within ever shorter design cycles. -
26
GeeksforGeeks
GeeksforGeeks
Prepare for an interview with millions of articles and courses designed by experts. Don’t know where to apply? Stop by GeeksforGeeks where we offer multiple opportunities for you to get hire. Gain and share your knowledge & skills with a variety of learning platforms offered by GeeksforGeeks. With the idea of imparting programming knowledge, Mr. Sandeep Jain, an IIT Roorkee alumnus started a dream, GeeksforGeeks. Whether programming excites you or you feel stifled, wondering how to prepare for interview questions or how to ace data structures and algorithms, GeeksforGeeks is a one-stop solution. With every tick of time, we are adding arrows in our quiver. From articles on various computer science subjects to programming problems for practice, from basic to premium courses, from technologies to entrance examinations, we have been building ample content with superior quality. -
27
Ring
Ring
The Ring is a practical general-purpose multi-paradigm language. The supported programming paradigms are imperative, procedural, object-oriented, declarative using nested structures, functional, meta programming and natural programming. The language is portable (Windows, Linux, macOS, Android, WebAssembly, etc.) and can be used to create Console, GUI, Web, Games and Mobile applications. The language is designed to be simple, small and flexible. The language is simple, trying to be natural, encourage organization and comes with transparent and visual implementation. It comes with compact syntax and a group of features that enable the programmer to create natural interfaces and declarative domain-specific languages in a fraction of time. It is very small, flexible and comes with smart garbage collector that puts the memory under the programmer control. It supports many programming paradigms, comes with useful and practical libraries.Starting Price: Free -
28
AmpleLogic eBMR
AmpleLogic
AmpleLogic eBMR stands out with its modular design and low code platform, offering tailored solutions for pharmaceutical and biotechnology industries. With features like real-time integration, dispensing modules, and electronic signatures, it ensures compliance with global regulatory standards. AmpleLogic eBMR boosts productivity by automating quality checks, cutting compliance costs, and streamlining batch reviews. Its electronic records prevent errors, ensuring precise decision-making. The software speeds up product changes, meets regulatory standards, and improves efficiency in pharmaceutical manufacturing. Specify raw materials and weight-age calculations. Optimize material management with precise dispensing. Facilitates routing, reviewing, and approval of manufacturing records. Streamlined batch review process for increased productivity. -
29
8th
Aaron High-Tech
8th™ is an innovative, secure, cross-platform, robust, and fun concatenative programming language for mobile, desktop, and server application development. 8th™ is a revolutionary cross-platform language. It lets developers easily create applications for Android and iOS, Windows, macOS, Linux and Raspberry Pi using the same source code and with the same UI. Easily develop mobile, desktop, or server applications. It's ideal in applications where a slightly non-standard UI is not a problem. It also has ample and excellent documentation. The choice of development platform is yours. 8th lets you use whichever platform you prefer for writing the code. With one click, you’ll create the executables for any platform 8th supports, from any platform it supports! Write code more quickly and effectively. 8th includes among other things: a standardized GUI, strong encryption, database support, Markdown support, REST access, L10N support, hardware access, a REPL and much more! -
30
Ample Organics
Ample Organics
Ample Organics is a software company building technology to support cannabis businesses. Our work is helping to shape a world where access to safe cannabis is universal—it’s a once-in-a-lifetime opportunity. We’re developing tools that foster transparency, facilitate compliance, and build trust between cannabis licence holders, government bodies, and the public. Our clients use our products to create complete visibility into the origin and chain of custody of any cannabis product they produce. Ample Organics is a global leader in cannabis technology, providing innovative business solutions that facilitate compliance with government regulations. Our seed-to-sale platform operates in four countries and has been adopted by the majority of Canada’s licensed producers. Our clients rely on this platform to track and report every stage of business, from seed to sale, and from patient to government. -
31
GT STRUDL
Hexagon PPM
GT STRUDL® is structural engineering software offering a complete design solution, including 3D CAD modeling and 64-bit high-performance computation solvers into all versions. GT STRUDL includes all the tools necessary to analyze a broad range of structural engineering and finite element analysis problems, including linear and nonlinear static and dynamic analysis, and can do so accurately in a fraction of the time of most other structural design software. Structural design software helps structural engineers create safe and effective designs, while managing the complexity of many different scenarios across a range of industries, including power, civil engineering, marine and infrastructure. Quality software includes many features, such as interoperability, structural analysis, database-driven design and quality assurance - all of which are included in GT STRUDL. -
32
TLA+
TLA+
TLA+ is a high-level language for modeling programs and systems--especially concurrent and distributed ones. It's based on the idea that the best way to describe things precisely is with simple mathematics. TLA+ and its tools are useful for eliminating fundamental design errors, which are hard to find and expensive to correct in code.Starting Price: Free -
33
Ansys Mechanical
Ansys
Ansys Mechanical is a best-in-class finite element solver with structural, thermal, acoustics, transient and nonlinear capabilities to improve your modeling. Ansys Mechanical enables you to solve complex structural engineering problems and make better, faster design decisions. With the finite element analysis (FEA) solvers available in the suite, you can customize and automate solutions for your structural mechanics problems and parameterize them to analyze multiple design scenarios. Ansys Mechanical is a dynamic tool that has a complete range of analysis tools. Ansys Mechanical offers a dynamic environment with a complete range of analysis tools, from preparing geometry for analysis to connecting additional physics for even greater fidelity. The intuitive and customizable user interface enables engineers of all levels to get answers fast and with confidence. Ansys Mechanical creates an integrated platform that uses finite element analysis (FEA) for structural analysis. -
34
Recital Conflict Manager
Backstage Pro
The Recital Conflict Manager is a powerful scheduling tool for dance studios, developed to take the headache out of planning your recital program sequence. Design a perfect dance recital program that insures students ample time between routines, and eliminates back-to-back performances. Save countless hours and endless stress at a time when you should be focused on more pressing recital details. The Recital Conflict Manager is an invaluable and cost-effective tool for your studio, available for a one-time price of only $19.99 USD with unlimited lifetime support and upgrades.Starting Price: $19.99 one-time payment -
35
AmpleLogic Regulatory Information Tracker is built on the LOW CODE AND NO CODE (LCNC) PLATFORM and comprises two modules: ANDA and DMF Tracker. This Pharmaceutical RIMS Software can help you improve the quality of your data, boost operational efficiency, decrease mistakes, and streamline communication across departments.
-
36
Fortran
Fortran
Fortran has been designed from the ground up for computationally intensive applications in science and engineering. Mature and battle-tested compilers and libraries allow you to write code that runs close to the metal, fast. Fortran is statically and strongly typed, which allows the compiler to catch many programming errors early on for you. This also allows the compiler to generate efficient binary code. Fortran is a relatively small language that is surprisingly easy to learn and use. Expressing most mathematical and arithmetic operations over large arrays is as simple as writing them as equations on a whiteboard. Fortran is a natively parallel programming language with intuitive array-like syntax to communicate data between CPUs. You can run almost the same code on a single CPU, on a shared-memory multicore system, or on a distributed-memory HPC or cloud-based system.Starting Price: Free -
37
Optiflow
Lambda Supply Chain Solutions
Optiflow is a supply chain network design platform that enables enterprise to build digital twins (network models) of the their supply chain to design future supply chain networks optimized for cost, service and sustainability. Optiflow is a cloud-based SaaS platform developed by Lambda Supply Chain Solutions to help organizations create Digital Twins for optimizing their supply chains. A Digital Twin is a mathematical model that mirrors an organization’s actual network, behavior, costs, and constraints, enabling businesses to gain an end-to-end view of their supply chain. With Optiflow, users can run WHAT-IF scenarios for various strategic and tactical decisions such as network design, sourcing optimization, and capacity planning. The platform uses the fast Gurobi mathematical solver to deliver quick and precise optimization results, and its simple, intuitive UI makes it easy for teams to collaborate and build models across functions and geographies.Starting Price: $6000 per month per user -
38
Haskell
Haskell
Every expression in Haskell has a type that is determined at compile time. All the types composed together by function application have to match up. If they don't, the program will be rejected by the compiler. Types become not only a form of guarantee, but a language for expressing the construction of programs. Every function in Haskell is a function in the mathematical sense (i.e., "pure"). Even side-effecting IO operations are but a description of what to do, produced by pure code. There are no statements or instructions, only expressions that cannot mutate variables (local or global) nor access state like time or random numbers. You don't have to explicitly write out every type in a Haskell program. Types will be inferred by unifying every type bidirectionally. However, you can write out types if you choose, or ask the compiler to write them for you for handy documentation.Starting Price: Free -
39
Swift
Apple
Writing Swift code is interactive and fun, the syntax is concise yet expressive, and Swift includes modern features developers love. Swift code is safe by design and produces software that runs lightning-fast. Swift is the result of the latest research on programming languages, combined with decades of experience building Apple platforms. Named parameters are expressed in a clean syntax that makes APIs in Swift even easier to read and maintain. Even better, you don’t even need to type semi-colons. Inferred types make code cleaner and less prone to mistakes, while modules eliminate headers and provide namespaces. To best support international languages and emoji, Strings are Unicode-correct and use a UTF-8 based encoding to optimize performance for a wide-variety of use cases. You can even write concurrent code with simple, built-in keywords that define asynchronous behavior, making your code more readable and less error-prone.Starting Price: Free -
40
Cymath
Cymath
Our math solver is powered by a combination of artificial intelligence and heuristics so that it solves math problems step-by-step as a teacher would. Cymath.com frequently ranks #1 on Google for searches on math solvers, and the Cymath app is one of the most popular education apps in the iOS App Store and on Google Play. Cymath LLC is a privately-held company proud to be helping millions of students worldwide 24/7 with their math problems. We believe in open education, and that every student deserves math help that is reliable and accessible. In 2016, we launched our first premium product Cymath Plus, which takes math homework help one step further by providing an ad-free experience along with additional explanations and steps. Topics in algebra include solving equations, factoring, logarithms, exponents, complex numbers, quadratic equations, trigonometry, partial fraction, polynomial division, etc.Starting Price: Free -
41
MATLAB
The MathWorks
MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design. -
42
PureScript
PureScript
PureScript is a strongly typed, purely functional programming language that compiles JavaScript. It enables developers to build robust web applications, web servers, and mobile apps using functional programming techniques. PureScript offers features such as algebraic data types, pattern matching, row polymorphism, extensible records, higher-kinded types, type classes with functional dependencies, and higher-rank polymorphism. The language emphasizes strong static typing and pure functions, ensuring code reliability and maintainability. Developers can compile PureScript code into readable JavaScript, facilitating seamless integration with existing JavaScript codebases. The ecosystem includes an extensive collection of libraries, excellent tooling, and editor support with instant rebuilds. An active community provides numerous learning resources, including the PureScript book, which offers practical projects for beginners. -
43
Autodesk Info360 Asset
Autodesk Water Infrastructure
Pinpoint and prioritize network assets for rehab or replacement. Autodesk Info360 Asset offers a simple user experience and cloud-based platform to store and analyze water and wastewater asset condition, defect, and risk data. Assess the condition of your pipe networks in hours rather than days. Apply the actual condition of water and wastewater network assets to risk calculations and rehabilitation plans. Allocate and defend CapEx spending with confidence. Directly upload pipe footage for analysis. Get more accurate risk results from your hydraulic model investments. Get an easy-to-use web interface with ample cloud storage to store, review, edit, and manage your inspection data. Articulate on a map and provide feedback to your inspection teams. Use VAPAR Solutions AI (licensed separately) to review CCTV footage at the touch of a button. Let AI code inspection footage, identify and classify pipe defects, and flag problems for review, saving hours. -
44
Ada
AdaCore
Ada is a state-of-the-art programming language that development teams worldwide are using for critical software, from microkernels and small-footprint, real-time embedded systems to large-scale enterprise applications, and everything in between. Why use Ada? In short, because you want to write reliable and efficient code, with confidence that it works, and not waste time and effort in the process. Ada is unique among languages in how it helps you detect and eliminate bugs early in the software life cycle when they are least expensive to correct. And as evidenced by the many successfully fielded applications that need to meet a hard time or space constraints, Ada helps you build software that is reliable, safe, and secure without sacrificing performance. At the technical level, Ada has everything you might expect in a modern language. Concurrent programming features, including support for multicore. -
45
Forth
Forth
Forth, the computer language was created for programming embedded and real-time applications. Today, it is available for developing applications on Windows, DOS, and variants of Unix that include macOS. Additionally, commercial-grade Forth cross-compilers generate highly optimized code that runs on a variety of microprocessors and microcontrollers and proves themselves very capable in custom-hardware environments. Forth is a high-level programming language, although most versions include an assembler. Fourth-system providers often include software tools to help application code make good use of system resources. Forth is interactive. It is conducive to developing modular, well-tested code in shorter development times. It can also result in very concise code. Some programmers are not accustomed to languages with such brevity, directness, and (apparent) simplicity. Forth has a reputation for rapid development, lean code, and superb performance.Starting Price: $399 one-time payment -
46
MIDAS FEA NX
MIDAS FEA NX
MIDAS FEA NX is a specialized finite element analysis (FEA) software built to support detailed structural and civil engineering simulations by providing a user-friendly, CAD-like modeling environment paired with advanced analysis capabilities. It allows engineers to import various 3D CAD formats directly and create high-quality finite element meshes using automatic and hybrid mesh generation techniques, reducing manual preparation time and improving model accuracy. It supports both linear and nonlinear analyses, including complex simulations with high-performance solvers and parallel computing to handle large, real-world projects efficiently. FEA NX excels at refined method analysis required by design codes for structures with complex geometry, enabling in-depth evaluation of stress, deformation, and behavior under diverse loading conditions. It integrates seamlessly with the broader MIDAS COLLECTION tools and other structural analysis programs. -
47
Microsoft Math Solver
Microsoft
Get step-by-step explanations. See how to solve problems and show your work, plus get definitions for mathematical concepts. Instantly graph any equation to visualize your function and understand the relationship between variables. Graph your math problems. Search for additional learning materials, such as related worksheets and video tutorials. Get math help in your language. Get math help right alongside your problems with Math Solver built inside Microsoft Edge. Scan math photos, using handwriting or a calculator. Microsoft Math instantly recognizes the problem and helps you to solve it with detailed step-by-step explanations, interactive graphs, similar problems from the web, and online video lectures. Quickly look up related math concepts. Gain confidence in mastering the techniques with Microsoft Mathematics. Write a math equation on screen as you naturally do on paper. Type and edit using an advanced scientific math calculator.Starting Price: Free -
48
Build and solve complex optimization models to identify the best possible actions. IBM® ILOG® CPLEX® Optimization Studio uses decision optimization technology to optimize your business decisions, develop and deploy optimization models quickly, and create real-world applications that can significantly improve business outcomes. How? IBM ILOG CPLEX Optimization Studio is a prescriptive analytics solution that enables rapid development and deployment of decision optimization models using mathematical and constraint programming. It combines a fully featured integrated development environment that supports Optimization Programming Language (OPL) and the high-performance CPLEX and CP Optimizer solvers. It’s data science for your decisions. IBM Decision Optimization is also available within Cloud Pak for Data where you can combine optimization and machine learning within a unified environment, IBM Watson® Studio, that enables AI-infused optimization modeling capabilities.
-
49
Maple Calculator
MapleSoft
Maple Calculator is a free powerful math solver and versatile math learning tool that gives you answers, 2D and 3D graphs, and even step-by-step solutions! Whether you are doing simple calculations or working on university-level math problems, Maple Calculator can do it all. Enter handwritten and typeset math problems at the click of your camera using powerful AI technology. Or, enter your expression into the calculator using the same mathematical notation your teacher uses, your problem is easy to enter because it looks right. No matter how you enter your problem, you can find integrals, factor polynomials, invert matrices, solve systems of equations, solve ODEs, and much more. The app has the power of the world-leading Maple math engine behind it, so it can do a lot of math! In addition to the answer, you get fully worked, step-by-step solutions to a wide variety of math problems, including solving systems of equations; finding limits, derivatives, and, integrals.Starting Price: Free -
50
Eclipse Ceylon
Eclipse Ceylon
Eclipse Ceylon is a language for writing large programs in teams. To learn more, read the 15 minute quick intro, before taking the tour of the language. The best way to try it out is to download the IDE and write some code. Then you can explore the modules in Ceylon Herd. Or you can try it online. This is a community project. Everything we produce is open source and all our work happens out in the open on GitHub and GitHub. Eclipse Ceylon's powerful flow-sensitive static type system catches many bugs while letting you express more, more easily: union and intersection types, tuples, function types, mixin inheritance, enumerated types, and reified generics. We spend more time reading other people's code than writing our own. Therefore, Eclipse Ceylon prioritizes readability, via a highly regular syntax, support for treelike structures, and elegant syntax sugar where appropriate.Starting Price: Free
