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EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONSWINDOWS 64-BIT
We're pleased to release Analytic Solver V2018, with a new visual editor for “data science workflows” (also called “pipelines”) that include multiple steps, from data transformations and partitions to training and evaluating machine learning models, and scoring new data.By doing so, we’ve further lowered the complexity and cost of doing predictive and prescriptive analyticsDATA MINING
EXCEL SOLVER UPGRADER VERSION Now let’s quickly summarize the features and benefits you do get when you upgrade: 1. The ability to solve much larger problems, much faster.Our upgraded products allow you to solve problems anywhere from 10x to 40x larger than the basic Excel Solver, andEXCEL SOLVER
If you are using the Evolutionary Solving method, this message appears when (i) Solver has explored the number of subproblems allowed by the Maximum Subproblems option in the Solver Options dialog and (ii) you clicked the Stop button when Solver displayed the Show Trial Solution dialog. You may increase the value of the Maximum Subproblems option, or click the Continue button to continue the 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution. PSIBINOMIAL DISTRIBUTION PsiBinomial (n,p,) PsiBinomial (n,p) is a discrete distribution of the number of successes in n independent ‘Bernoulli Trials’ (experiments with exactly two possible outcomes), where p is the success probability in each trial. The Binomial distribution can be used to model the number of winning trades in a trading system, or the number of defective items in a batch. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimal PREMIUM SOLVER® PLATFORM Premium Solver® Platform aka Analytic Solver Optimization supports Excel 2016, Excel 2013, Excel 2010 and Excel 2007 (32-bit and 64-bit), on Windows 10, Windows 8, Windows 7, and Windows Server. It comes with a comprehensive User Guide, Reference Guide, QuickStart Guide, 90 example models, and extensive online Help. Annual Support.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONSWINDOWS 64-BIT
We're pleased to release Analytic Solver V2018, with a new visual editor for “data science workflows” (also called “pipelines”) that include multiple steps, from data transformations and partitions to training and evaluating machine learning models, and scoring new data.By doing so, we’ve further lowered the complexity and cost of doing predictive and prescriptive analyticsDATA MINING
EXCEL SOLVER UPGRADER VERSION Now let’s quickly summarize the features and benefits you do get when you upgrade: 1. The ability to solve much larger problems, much faster.Our upgraded products allow you to solve problems anywhere from 10x to 40x larger than the basic Excel Solver, andEXCEL SOLVER
If you are using the Evolutionary Solving method, this message appears when (i) Solver has explored the number of subproblems allowed by the Maximum Subproblems option in the Solver Options dialog and (ii) you clicked the Stop button when Solver displayed the Show Trial Solution dialog. You may increase the value of the Maximum Subproblems option, or click the Continue button to continue the 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution. PSIBINOMIAL DISTRIBUTION PsiBinomial (n,p,) PsiBinomial (n,p) is a discrete distribution of the number of successes in n independent ‘Bernoulli Trials’ (experiments with exactly two possible outcomes), where p is the success probability in each trial. The Binomial distribution can be used to model the number of winning trades in a trading system, or the number of defective items in a batch. PREMIUM SOLVER® PLATFORM Premium Solver® Platform aka Analytic Solver Optimization supports Excel 2016, Excel 2013, Excel 2010 and Excel 2007 (32-bit and 64-bit), on Windows 10, Windows 8, Windows 7, and Windows Server. It comes with a comprehensive User Guide, Reference Guide, QuickStart Guide, 90 example models, and extensive online Help. Annual Support.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONS Tutorial: Optimization for Better Decisions. Optimization requires that we define, in quantitative terms, a model that specifies all the ways, times or places our resources may be allocated, and all the significant constraints on resources and uses that must be met. Here is the way to do that. Every day, in business, government, and evenour
SOLVER SDK PLATFORM .NET, COM, JAVA MATLAB START HERE Solver SDK Platform. Our "flagship" product for developers is the Solver SDK Platform . It may well be all you need, because it can handle every type of optimization and simulation problem up to certain size limits: Linear and quadratic programming problems up to 8,000 variables. Conic and mixed-integer programming problems up to 2,000variables.
EXCEL SOLVER
To change Solver options that can affect the nature and accuracy of the solution, or the time Solver will spend seeking a solution, click Options in the Solver Parameters dialog. To clear all cell selections and reset all Solver options to their default values, click Reset All. STUDENTS, AN UPDATE FOR YOUR SOLVER SOFTWARE IS AVAILABLE 4. Run the file you saved (SolverSetup.exe). As long as your license is current, you will not need to enter an installation password or activation code since this is an update. If you have problems downloading or installing, please email support@solver.com or call 775-831-0300 and press 4 (tech support). If you have problems settingup or
SWITCHING TO THE OFFICE 365 MONTHLY UPDATE CHANNEL Then click File - Exit to close the Registry Editor. 5. Start Excel and ask it to "Update Now". Start Excel, then choose File - Account - Update Options - Update Now. This should trigger the download and installation of the latest Monthly Channel updates on your PC. The process will take several minutes - be patient, and just follow theprompts
RANDOM TREES ENSEMBLE METHOD EXAMPLE To further emulate the results of the journal article discussed in the Feature Selection Example, the Random Trees Ensemble Classification Methods will be used to investigate if a machine learning algorithm can predict a patient's survival using the top two or three ranked features as found by the Feature Selection tool. First, click Partition – Standard Partition to partition the dataset HOLT-WINTERS SMOOTHING EXAMPLE This example illustrates how to use XLMiner's Holt-Winters Smoothing technique to uncover trends in a time series that contains seasonality. On the XLMiner ribbon, from the Applying Your Model tab, select Help - Examples, then Forecasting/Data Mining Examples, and open the example data set, Airpass.xlsx. This data set contains the monthly totals of international airline passengers from 1949-1960. OPTIMIZING VENDOR CONTRACT AWARDS GETS AN A+ Choosing vendors to serve a business or government organization is essential. Several vendors compete for contracts during the bidding process, and it is up to the administrator to make a wise and impartial decision. With many variables to weigh in the decision, optimization software can solve the relationships between the variables and find the optimal solution. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimal PREMIUM SOLVER® PLATFORM Premium Solver® Platform aka Analytic Solver Optimization supports Excel 2016, Excel 2013, Excel 2010 and Excel 2007 (32-bit and 64-bit), on Windows 10, Windows 8, Windows 7, and Windows Server. It comes with a comprehensive User Guide, Reference Guide, QuickStart Guide, 90 example models, and extensive online Help. Annual Support.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONSWINDOWS 64-BIT
We're pleased to release Analytic Solver V2018, with a new visual editor for “data science workflows” (also called “pipelines”) that include multiple steps, from data transformations and partitions to training and evaluating machine learning models, and scoring new data.By doing so, we’ve further lowered the complexity and cost of doing predictive and prescriptive analyticsDATA MINING
EXCEL SOLVER UPGRADER VERSION Now let’s quickly summarize the features and benefits you do get when you upgrade: 1. The ability to solve much larger problems, much faster.Our upgraded products allow you to solve problems anywhere from 10x to 40x larger than the basic Excel Solver, andEXCEL SOLVER
If you are using the Evolutionary Solving method, this message appears when (i) Solver has explored the number of subproblems allowed by the Maximum Subproblems option in the Solver Options dialog and (ii) you clicked the Stop button when Solver displayed the Show Trial Solution dialog. You may increase the value of the Maximum Subproblems option, or click the Continue button to continue the 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution. PSIBINOMIAL DISTRIBUTION PsiBinomial (n,p,) PsiBinomial (n,p) is a discrete distribution of the number of successes in n independent ‘Bernoulli Trials’ (experiments with exactly two possible outcomes), where p is the success probability in each trial. The Binomial distribution can be used to model the number of winning trades in a trading system, or the number of defective items in a batch. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimal PREMIUM SOLVER® PLATFORM Premium Solver® Platform aka Analytic Solver Optimization supports Excel 2016, Excel 2013, Excel 2010 and Excel 2007 (32-bit and 64-bit), on Windows 10, Windows 8, Windows 7, and Windows Server. It comes with a comprehensive User Guide, Reference Guide, QuickStart Guide, 90 example models, and extensive online Help. Annual Support.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONSWINDOWS 64-BIT
We're pleased to release Analytic Solver V2018, with a new visual editor for “data science workflows” (also called “pipelines”) that include multiple steps, from data transformations and partitions to training and evaluating machine learning models, and scoring new data.By doing so, we’ve further lowered the complexity and cost of doing predictive and prescriptive analyticsDATA MINING
EXCEL SOLVER UPGRADER VERSION Now let’s quickly summarize the features and benefits you do get when you upgrade: 1. The ability to solve much larger problems, much faster.Our upgraded products allow you to solve problems anywhere from 10x to 40x larger than the basic Excel Solver, andEXCEL SOLVER
If you are using the Evolutionary Solving method, this message appears when (i) Solver has explored the number of subproblems allowed by the Maximum Subproblems option in the Solver Options dialog and (ii) you clicked the Stop button when Solver displayed the Show Trial Solution dialog. You may increase the value of the Maximum Subproblems option, or click the Continue button to continue the 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution. PSIBINOMIAL DISTRIBUTION PsiBinomial (n,p,) PsiBinomial (n,p) is a discrete distribution of the number of successes in n independent ‘Bernoulli Trials’ (experiments with exactly two possible outcomes), where p is the success probability in each trial. The Binomial distribution can be used to model the number of winning trades in a trading system, or the number of defective items in a batch. PREMIUM SOLVER® PLATFORM Premium Solver® Platform aka Analytic Solver Optimization supports Excel 2016, Excel 2013, Excel 2010 and Excel 2007 (32-bit and 64-bit), on Windows 10, Windows 8, Windows 7, and Windows Server. It comes with a comprehensive User Guide, Reference Guide, QuickStart Guide, 90 example models, and extensive online Help. Annual Support.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. TUTORIAL: OPTIMIZATION FOR BETTER DECISIONS Tutorial: Optimization for Better Decisions. Optimization requires that we define, in quantitative terms, a model that specifies all the ways, times or places our resources may be allocated, and all the significant constraints on resources and uses that must be met. Here is the way to do that. Every day, in business, government, and evenour
SOLVER SDK PLATFORM .NET, COM, JAVA MATLAB START HERE Solver SDK Platform. Our "flagship" product for developers is the Solver SDK Platform . It may well be all you need, because it can handle every type of optimization and simulation problem up to certain size limits: Linear and quadratic programming problems up to 8,000 variables. Conic and mixed-integer programming problems up to 2,000variables.
EXCEL SOLVER
To change Solver options that can affect the nature and accuracy of the solution, or the time Solver will spend seeking a solution, click Options in the Solver Parameters dialog. To clear all cell selections and reset all Solver options to their default values, click Reset All. STUDENTS, AN UPDATE FOR YOUR SOLVER SOFTWARE IS AVAILABLE 4. Run the file you saved (SolverSetup.exe). As long as your license is current, you will not need to enter an installation password or activation code since this is an update. If you have problems downloading or installing, please email support@solver.com or call 775-831-0300 and press 4 (tech support). If you have problems settingup or
SWITCHING TO THE OFFICE 365 MONTHLY UPDATE CHANNEL Then click File - Exit to close the Registry Editor. 5. Start Excel and ask it to "Update Now". Start Excel, then choose File - Account - Update Options - Update Now. This should trigger the download and installation of the latest Monthly Channel updates on your PC. The process will take several minutes - be patient, and just follow theprompts
RANDOM TREES ENSEMBLE METHOD EXAMPLE To further emulate the results of the journal article discussed in the Feature Selection Example, the Random Trees Ensemble Classification Methods will be used to investigate if a machine learning algorithm can predict a patient's survival using the top two or three ranked features as found by the Feature Selection tool. First, click Partition – Standard Partition to partition the dataset HOLT-WINTERS SMOOTHING EXAMPLE This example illustrates how to use XLMiner's Holt-Winters Smoothing technique to uncover trends in a time series that contains seasonality. On the XLMiner ribbon, from the Applying Your Model tab, select Help - Examples, then Forecasting/Data Mining Examples, and open the example data set, Airpass.xlsx. This data set contains the monthly totals of international airline passengers from 1949-1960. OPTIMIZING VENDOR CONTRACT AWARDS GETS AN A+ Choosing vendors to serve a business or government organization is essential. Several vendors compete for contracts during the bidding process, and it is up to the administrator to make a wise and impartial decision. With many variables to weigh in the decision, optimization software can solve the relationships between the variables and find the optimal solution.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimalEXCEL SOLVER
1. Define and solve a problem.. A list of reports appears in the Reports box of the Solver Results dialog box. If the solving process stopped prematurely when you pressed ESC or selected Stop when a Solving limit was reached, no reports are available.. 2. Click to select one or more reports. Select the Outline Reports check box if you would like Solver to use Excel’s outlining feature in the EXCEL SOLVER VS. PREMIUM SOLVER PLATFORM Below is a side-by-side comparison of our basic Solver for Mac and our new Premium Solver Platform for Mac. Despite all the additional power and flexibility your current models, and VBA code, will work as is and it still uses the Solver interface you are already familiar STANDARD EXCEL SOLVER on the Excel message bar, there is a good chance that Frontline's Premium Solver products can be used to greatly reduce your solution time. To gain this benefit, you'll need to write your objective and constraint formulas using certain functions such as SUM, SUMPRODUCT, and Frontline's add-in DOTPRODUCT and QUADPRODUCT functions. Forproblems
SOLVER TUTORIAL
SWITCHING TO THE OFFICE 365 MONTHLY UPDATE CHANNEL Then click File - Exit to close the Registry Editor. 5. Start Excel and ask it to "Update Now". Start Excel, then choose File - Account - Update Options - Update Now. This should trigger the download and installation of the latest Monthly Channel updates on your PC. The process will take several minutes - be patient, and just follow theprompts
STANDARD DATA PARTITION This section illustrates how to use XLMiner's partition utility with the example data set, Wine.xlsx. On the XLMiner ribbon, from the Applying Your Model tab, select Help - Examples, then Forecasting/Data Mining Examples, and open the Wine.xlsx example data set. Select a cell within this data set, then from the Data Mining tab, select Partition - Standard Partition to open the Standard DataEXCEL SOLVER
A constraint such as A1:A5 = integer, where A1:A5 are decision variable cells, requires that the solution values for A1 through A5 must be integers or whole numbers, such as -1, 0 or 2, to within a small tolerance (determined by the Constraint Precision option). Integer constraints may be used when a fractional solution value, such as 1.5, wouldn’t make sense in your problem – for example 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution.EXCEL SOLVER
If you press ESC while Solver is solving, the Show Trial Solution dialog box appears. Do one of the following: Click Stop to stop the solution process. TheSolver Results dialog appears with a message that Solver stopped at your request.; Click Continue to allow Solver to continue solving until you press ESC again, a Solving Limit is reached, or a solution is found. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimalEXCEL SOLVER
1. Define and solve a problem.. A list of reports appears in the Reports box of the Solver Results dialog box. If the solving process stopped prematurely when you pressed ESC or selected Stop when a Solving limit was reached, no reports are available.. 2. Click to select one or more reports. Select the Outline Reports check box if you would like Solver to use Excel’s outlining feature in the EXCEL SOLVER VS. PREMIUM SOLVER PLATFORM Below is a side-by-side comparison of our basic Solver for Mac and our new Premium Solver Platform for Mac. Despite all the additional power and flexibility your current models, and VBA code, will work as is and it still uses the Solver interface you are already familiar STANDARD EXCEL SOLVER on the Excel message bar, there is a good chance that Frontline's Premium Solver products can be used to greatly reduce your solution time. To gain this benefit, you'll need to write your objective and constraint formulas using certain functions such as SUM, SUMPRODUCT, and Frontline's add-in DOTPRODUCT and QUADPRODUCT functions. Forproblems
SOLVER TUTORIAL
SWITCHING TO THE OFFICE 365 MONTHLY UPDATE CHANNEL Then click File - Exit to close the Registry Editor. 5. Start Excel and ask it to "Update Now". Start Excel, then choose File - Account - Update Options - Update Now. This should trigger the download and installation of the latest Monthly Channel updates on your PC. The process will take several minutes - be patient, and just follow theprompts
STANDARD DATA PARTITION This section illustrates how to use XLMiner's partition utility with the example data set, Wine.xlsx. On the XLMiner ribbon, from the Applying Your Model tab, select Help - Examples, then Forecasting/Data Mining Examples, and open the Wine.xlsx example data set. Select a cell within this data set, then from the Data Mining tab, select Partition - Standard Partition to open the Standard DataEXCEL SOLVER
A constraint such as A1:A5 = integer, where A1:A5 are decision variable cells, requires that the solution values for A1 through A5 must be integers or whole numbers, such as -1, 0 or 2, to within a small tolerance (determined by the Constraint Precision option). Integer constraints may be used when a fractional solution value, such as 1.5, wouldn’t make sense in your problem – for example 5. SOLVER COULD NOT FIND A FEASIBLE SOLUTION. This message appears when the Solver could not find any combination of values for the decision variables that allows all of the constraints to be satisfied simultaneously. If you are using the LP/Quadratic Solver or the SOCP Barrier Solver, and the model is well scaled, the Solver has determined for certain that there is no feasible solution. RISK SOLVER® PLATFORM Risk Solver® Platform is now named Analytic Solver® Optimization + Simulation. It's by far the most powerful tool for risk analysis, simulation and optimization in Excel. It includes all the capabilities of Risk Solver® Pro version for risk analysis and Monte Carlo simulation, all the capabilities of Premium Solver® Platform for optimization, and new capabilities for finding robust optimalEXCEL SOLVER
1. Define and solve a problem.. A list of reports appears in the Reports box of the Solver Results dialog box. If the solving process stopped prematurely when you pressed ESC or selected Stop when a Solving limit was reached, no reports are available.. 2. Click to select one or more reports. Select the Outline Reports check box if you would like Solver to use Excel’s outlining feature in the ANALYTIC SOLVER® FOR EXCEL Analytic Solver Comprehensive provides best-in-class tools for forecasting, classification and prediction, feature selection and text analysis. Use data from many sources. Sample data from spreadsheets, text files and SQL databases, including Microsoft's PowerPivot in-memory database handling 100 million rows or more. Visualize yourdata.
EXCEL SOLVER VS. PREMIUM SOLVER PLATFORM Below is a side-by-side comparison of our basic Solver for Mac and our new Premium Solver Platform for Mac. Despite all the additional power and flexibility your current models, and VBA code, will work as is and it still uses the Solver interface you are already familiarWELCOME STUDENTS
If you're enrolled in an appropriate course, where your professor has set up a Course Code, you can download Analytic Solver Basic (formerly known as Analytic Solver Platform for Education or ASPE) for use in your course. Analytic Solver Basic includes both our former Risk Solver Platform for Education (RSPE) and XLMiner for Education, our data mining software, as subsets.EXCEL SOLVER
Excel Solver - SolverOptions Function. Allows you to specify advanced options for your Solver model. This function and its arguments correspond to the options in the Solver Options dialog box. Before you use this function, you must establish a reference to the Solver add-in. In the Visual Basic Editor, with a module active, clickReferences on
OPTIMIZATION SOLUTIONS Optimization Solutions - Corporate Finance Examples. This free workbook contains seven example models from the area of corporate finance. Click the model names to display each worksheet model in your browser. You can use the worksheet that most closely models your situation as a starting point. Solving your real problem may require"scaling up
PORTFOLIO OPTIMIZATION the portfolio. It also uses Excel's regression tools to estimate the alphas and betas, as well as the residual error, necessary to use the Sharpe Single Index method. A different approach to this problem would be to minimize risk for a certain return. It is easy to adjust theSolver to. do this.
EXCEL SOLVER
Solver’s multistart methods for global optimization can overcome some of the limitations of the GRG Solving method alone, but they are not a panacea. The multistart methods will automatically run the GRG method from a number of starting points and will display the best of several locally optimal solutions found, as the probable globallyoptimal solution.
HOLT-WINTERS SMOOTHING EXAMPLE This example illustrates how to use XLMiner's Holt-Winters Smoothing technique to uncover trends in a time series that contains seasonality. On the XLMiner ribbon, from the Applying Your Model tab, select Help - Examples, then Forecasting/Data Mining Examples, and open the example data set, Airpass.xlsx. This data set contains the monthly totals of international airline passengers from 1949-1960. Skip to main content Call Us: 888-831-0333SEARCH FORM
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Leverage Excel skills, while you deploy models in Power Platform and your web and mobile apps.BYPASS BARRIERS
Analysts and developers have a _common language_: Excel + RASON + SDKs -- on your or cloud servers.REALIZE ROI
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Want to learn and use data science (PREDICTIVE ANALYTICS) and/or management science (PRESCRIPTIVE ANALYTICS)? Use our powerful EXCEL based tools, RASON modeling language, and our learning resources to get results quickly. You can even work directly with a developer in your company who doesn't use Excel. Analytic models in our RASON modeling language or in Excel run directly in our SDKs and REST API.Learn More
TOOLS FOR DEVELOPERS Want to learn and use data science (PREDICTIVE ANALYTICS) and/or management science (PRESCRIPTIVE ANALYTICS)? Use our powerful SDKS from your favorite programming language, and our learning resources to get results quickly. You can even work directly with a business analyst in your company who uses Excel. Analytic models in our RASON modeling language or in Excel run directly in our SDKs and REST API.Learn More
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Enable business analysts and developers to work together, to quickly move a project from a PROTOTYPE (easier in Excel) to PRODUCTION in a server or cloud based application.Learn More
START YOUR JOURNEY FROM _BUSINESS ANALYST PRO_ TO _ANALYTICS NINJA:_ TUTORIALS - VIDEOS - WEBINARS - ONLINE COURSES FOR YOU AND YOUR TEAM * OPTIMIZATION Tutorial * SIMULATION/RISK ANALYSISTutorial
* DATA MINING Tutorial OPTIMIZATION TUTORIAL Solvers, or optimizers, are software tools that help users determine the best way to allocate scarce resources. Examples include allocating money to investments, or locating new warehouse facilities, or scheduling hospital operating rooms. In each case, multiple decisions need to be made in the best possible way while simultaneously satisfying a number of requirements (or constraints). The "best" or optimal solution might mean maximizing profits, minimizing costs, or achieving the best possible quality. Here are some representative examples of optimization problems:*
Finance/Investment: Cash management, capital budgeting, portfoliooptimization.
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Manufacturing: Job shop scheduling, blending, cutting stock problems.*
Distribution and Networks: Routing, truck loading, fleet scheduling.Read More
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SIMULATION/RISK ANALYSIS TUTORIAL Quantitative risk analysis is the practice of creating a mathematical model of a project or process that explicitly includes uncertain parameters that we cannot control, and also decision variables that we can control. Monte Carlo simulation explores thousands of possible scenarios, and calculates the impact of the uncertain parameters and the decisions we make on outcomes that we care about -- such as profit and loss, investment returns, environmental results and more. Industries where simulation and risk analysis are heavily usedinclude:
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Pharmaceuticals: Modeling R&D and clinical trials*
Oil & Gas: Modeling drilling projects*
Insurance: Modeling frequency and types of claimsRead More
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DATA MINING TUTORIAL Data mining software tools help users find patterns and hidden relationships in data, that can be used to predict behavior and make better business decisions. A machine learning algorithm "trained" on past observations can be used to predict the likelihood of future outcomes such as customer "churn'" or classify new transactions into categories such as "legitimate" or "suspicious". Other methods can be used uncover "clusters" of similar observations, or find associations among different items. Common applications include:*
Financial Services: Fraud detection, good vs. bad credit risks*
Direct Marketing: Segmentation to improve response rates*
Electoral Politics: Identifying "most persuadable" votersRead More
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HEAR WHAT SOME OF OUR CUSTOMERS ARE SAYING*
_...Then I discovered Solver and all the stuff I had done before after months of programming and sweat was there at my fingertips. THE PACKAGE SEEMED TO GO WAY BEYOND MY WILDEST DREAMS. And all the other little extra bits were there as well at the click of a button - non-negative and integer coefficients, constraints, and some other bits I have yet to use. And the thing just works! ..._ -------------------------Bob Jordan
Senior Scientist, Plant and Food Research Co, New Zealand*
_The Frontline Premium Solver was very helpful in solving a large water reuse optimization problem for one of our manufacturing plant. IT WAS ALSO VERY EASY TO INTEGRATE WITH EXCEL._ -------------------------Mohammed Qayyumi
Aditya Birla Science and Technology, India*
_The Premium Solver Platform with Xpress Solver engine has been a huge asset to us. We have been able to utilize the solver’s capability to run extremely complex models of our distribution network uncovering large savings; our first project UNCOVERED NEARLY $1MM IN SAVINGS._ -------------------------Michael Mazzanti
Kraft Foods, Inc. USA*
_...Then I discovered Solver and all the stuff I had done before after months of programming and sweat was there at my fingertips. THE PACKAGE SEEMED TO GO WAY BEYOND MY WILDEST DREAMS. And all the other little extra bits were there as well at the click of a button - non-negative and integer coefficients, constraints, and some other bits I have yet to use. And the thing just works! ..._ -------------------------Bob Jordan
Senior Scientist, Plant and Food Research Co, New Zealand*
_The Frontline Premium Solver was very helpful in solving a large water reuse optimization problem for one of our manufacturing plant. IT WAS ALSO VERY EASY TO INTEGRATE WITH EXCEL._ -------------------------Mohammed Qayyumi
Aditya Birla Science and Technology, India*
_The Premium Solver Platform with Xpress Solver engine has been a huge asset to us. We have been able to utilize the solver’s capability to run extremely complex models of our distribution network uncovering large savings; our first project UNCOVERED NEARLY $1MM IN SAVINGS._ -------------------------Michael Mazzanti
Kraft Foods, Inc. USA*
_...Then I discovered Solver and all the stuff I had done before after months of programming and sweat was there at my fingertips. THE PACKAGE SEEMED TO GO WAY BEYOND MY WILDEST DREAMS. And all the other little extra bits were there as well at the click of a button - non-negative and integer coefficients, constraints, and some other bits I have yet to use. And the thing just works! ..._ -------------------------Bob Jordan
Senior Scientist, Plant and Food Research Co, New Zealandprev
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Read more testimonials READY TO GET STARTED? Use a full featured version of Analytic Solver software (with model/data size limits, enough for all examples) for 15 days, FREE OFCHARGE.
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