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• IMSL&trade；C 數(shù)值程序庫(kù) (CNL) 提供進(jìn)階的數(shù)學(xué)與統(tǒng)計(jì)程序庫(kù)功能，讓程序設(shè)計(jì)師能夠在利用今日主流的程序語(yǔ)言C/C++開發(fā)應(yīng)用程序時(shí)直接嵌入。這些支援 thread safe 的程序皆是依據(jù)知名的 IMSL Fortran 程序庫(kù)的算法開發(fā)而成。
• The IMSL Numerical Libraries have been the cornerstone of high-performance and desktop computing applications in science, technical and business environments for well over three decades. These embeddable mathematical and statistical algorithms are used in a broad range of applications -- including programs that help airplanes fly, predict the weather, enable innovative study of the human genome, predict stock market behavior and provide risk management and portfolio optimization. The algorithms embody the combination of High Performance Computing and High Productivity Computing.Significant benefits can be realized with the product’s ability to accelerate development time, reduce coding hassle, improve quality, and reduce development costs.
• Embeddable Mathematical and Statistical Functionality
• The IMSL Libraries are a comprehensive set of mathematical and statistical functions that programmers can embed into their software applications. The libraries save development time by providing pre-written mathematical and statistical algorithms that can be embedded into C, C# for .NET, Java™ and Fortranapplications, enhancing return on investment and programmer productivity. The IMSL Libraries can also be used from Python using PyIMSL Studio or the PyIMSL wrappers. Beyond choice of programming language, the IMSL Libraries are supported across a wide range of hardware and operating system environments including Windows, Linux, Apple and many UNIX platforms.
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• The IMSL Libraries and support services emphasize user productivity and cost-effectiveness providing asignificant return on investment by saving up to 95% of the time and cost of developing numerical algorithms.
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• Functional areas included in the IMSL Numerical Libraries:
• Mathematics Statistics
• Matrix Operations
• Linear Algebra
• Eigensystems
• Interpolation & Approximation
• Numerical Quadrature
• Differential Equations
• Nonlinear Equations
• Optimization
• Special Functions
• Finance & Bond Calculations
• Genetic Algorithm
• Basic Statistics
• Time Series & Forecasting
• Nonparametric Tests
• Correlation & Covariance
• Data Mining
• Regression
• Analysis of Variance
• Transforms
• Goodness of Fit
• Distribution Functions
• Random Number Generation
• Neural Networks
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• Benefits of Embedding the IMSL® Libraries in Your Analytic Applications
• Accelerate Development
• Analytical building blocks eliminating the need to write code from scratch
• Numerical algorithms are developed, tested, documented, and ready to go
• Save up to 95% of the time required to research and develop algorithms
• Consistent commercial quality interfaces improve developer productivity
• Develop Better Software Applications
• You don't have to worry about coding and testing the numerical algorithms
• Free up your developers' bandwidth for critical application-specific feature development
• Develop Flexible Software Applications
• The IMSL Libraries are written in the standard languages of C, C#, Java, and Fortran
• Embed numerical analysis algorithms seamlessly into existing solutions
• Applications built in C++, Python or any .NET language can easily reference the IMSL Libraries
• Improve Quality and Reduce Uncertainty
• The IMSL Libraries simplify your projects
• A simpler project means a more predictable development and QA schedule
• All IMSL algorithms are fully tested and qualified against proven testing criteria
• QA efforts can focus on core application testing, not algorithm testing
• The IMSL Libraries are fully documented and supported
• Reduce Costs
• The IMSL Libraries save up to 95% of algorithm development costs
• The IMSL Libraries eliminate many hidden costs associated with algorithm development and support:
• Background research
• Debugging and QA
• Porting to your specific environment
• Documentation
• Maintenance
• Scaling for larger deployments
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• IMSL® Library Return on Investment (ROI)
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• Numerical Analysis Algorithm Development: More costly than you may think
• Direct Time and Cost to Develop In-House
• To just research and develop one numerical analysis algorithm, it could take an effort of about 8 weeks.
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• Indirect Time and Cost to Develop In-House
• In addition to direct costs for development, there are additional hidden costs associated with building your own routines, including:
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• Maintenance
• Porting
• Testing and Quality Assurance
• Documentation
• Indirect development efforts could require approximately 16 weeks of work.
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• This represents a total of 24 weeks to develop, test, port, and document one numerical analysis algorithm. Compare this to no more than five days to call, embed, and test an IMSL algorithm.
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• This comparison represents over 95% savings in time and cost!
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• Consider the opportunity costs as your top developers spend their time reinventing the wheel instead of using their domain knowledge to further develop your core application.
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• Finally, who will provide support as developers move on?
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• 應(yīng)用領(lǐng)域
• 金融服務(wù)服務(wù)業(yè)中的投資組合優(yōu)化方法
• 保險(xiǎn)產(chǎn)業(yè)中之風(fēng)險(xiǎn)管理
• 存貨管理與需求預(yù)測(cè)
• 高效能計(jì)算之仿真與模式建構(gòu)
• 醫(yī)學(xué)與生物科技系統(tǒng)研發(fā)與建構(gòu)
• ISV 獨(dú)立軟件開發(fā)商開發(fā)應(yīng)用軟件中內(nèi)嵌數(shù)學(xué)計(jì)算引擎
• 其它領(lǐng)域
• IMSL C 數(shù)值程序庫(kù) 6.0 提供更多函數(shù)，諸如世界級(jí)的線性規(guī)劃函數(shù) (Linear Programming) 、類神經(jīng)網(wǎng)絡(luò)預(yù)測(cè)與許多微分方程函數(shù)。除了這些新增功能之外，IMSL C 數(shù)值程序庫(kù)在目前廣泛被使用的平臺(tái)上皆經(jīng)過(guò)完整調(diào)校驗(yàn)證過(guò)兼容性、數(shù)值正確性與效能。
• 藉由功能強(qiáng)大的 IMSL C# 數(shù)值程序庫(kù)打造功能完整的商業(yè)分析工具
• 今日的商業(yè)決策所需要的就是快速反應(yīng)，以及基礎(chǔ)于穩(wěn)健可靠的商業(yè)分析工具之上，而為達(dá)成一個(gè)有效且正確的決策，所需的是龐大、豐富與有價(jià)值的歷史資料分析。通過(guò)全新功能設(shè)計(jì)的 IMSL C# 數(shù)學(xué)、統(tǒng)計(jì)程序庫(kù)之使用，可創(chuàng)造出專屬于您所屬企業(yè)的決策支援工具，幫助您發(fā)現(xiàn)、了解以及洞悉并進(jìn)而能夠掌握影響企業(yè)內(nèi)部的種種變因。
• 運(yùn)用 IMSL C# 數(shù)值程序庫(kù)，您的應(yīng)用程序可輕易于 Microsoft .NET 的結(jié)構(gòu)中，開發(fā)屬于您企業(yè)中前所未有的強(qiáng)大分析工具， IMSL C# 程序庫(kù)強(qiáng)大功能的來(lái)源在于，其核心基礎(chǔ)中包含了許多常用且有效的分析演算法，例如：求取利潤(rùn)的極大化（profit maximization）、產(chǎn)品設(shè)計(jì)優(yōu)化（product design optimization）、供應(yīng)鏈效能的優(yōu)化演算（supply chain efficiency optimization）以及需求預(yù)測(cè)（demand forecasting）等。
• 常見處理器架構(gòu)支持：包含 x86-32 bit, x86-64 bit (Xeon-64, Opteron, EM64T), Itanium2, Sun UltraSPARC, IBM Power 等等
• 廣泛的操作系統(tǒng)支持：包含 Linux, Unix, Windows
• 廣泛的編譯器支持：包含 gcc, Intel, Microsoft, Sun, IBM
• 商界的數(shù)值分析及數(shù)據(jù)視覺(jué)應(yīng)用
• JMSL 程序庫(kù)完整的收集了數(shù)學(xué)、統(tǒng)計(jì)、財(cái)務(wù)、數(shù)據(jù)探勘(data mining)，以及繪圖的類別 (Classes)，它是由 100% Pure Java 撰寫。JMSL 是目前市面上唯一一套結(jié)合數(shù)學(xué)、統(tǒng)計(jì)以及繪圖的 Java 程序集。
• 身為現(xiàn)今企業(yè)的決策者，必須在壓力下做出既快速且具前瞻性的決策。也因此，他們需要一套比過(guò)去更強(qiáng)大更具時(shí)效性的企業(yè)分析工具，能夠提供他們可信任的運(yùn)算輸出結(jié)果，幫助他們做出自信的決策。
• 擁有類神經(jīng)網(wǎng)絡(luò)(Neural Network)技術(shù)的進(jìn)階預(yù)測(cè)功能
• JMSL 程序庫(kù)包含了類神經(jīng)網(wǎng)絡(luò)的技術(shù)，在現(xiàn)行的數(shù)據(jù)探勘、預(yù)測(cè)技術(shù)中增加了一個(gè)選擇。這些類神經(jīng)網(wǎng)絡(luò)的預(yù)測(cè)類別，提供業(yè)界在使用歷史數(shù)據(jù)建構(gòu)預(yù)測(cè)模塊以及對(duì)模塊作優(yōu)化時(shí)極大的功能。
• 類神經(jīng)網(wǎng)絡(luò)預(yù)測(cè)類別最大的特征在于可以仿真人類解決問(wèn)題的過(guò)程，把從歷史數(shù)據(jù)中獲得的知識(shí)應(yīng)用到新的問(wèn)題中，并且調(diào)整預(yù)測(cè)的正確性。透過(guò)這個(gè)功能，企業(yè)可以從歷史資料中，例如將過(guò)去的成本數(shù)據(jù)應(yīng)用到類神經(jīng)網(wǎng)絡(luò)中來(lái)預(yù)測(cè)未來(lái)的成本。
• 類神經(jīng)網(wǎng)絡(luò)的訓(xùn)練應(yīng)用整合了數(shù)據(jù)探勘的四個(gè)步驟：數(shù)據(jù)前處理(data preprocessing)、網(wǎng)絡(luò)訓(xùn)練(network training)、網(wǎng)絡(luò)預(yù)測(cè)(network forecasting)以及數(shù)據(jù)后處理(data post processing)。
• 應(yīng)用強(qiáng)大的統(tǒng)計(jì)功能在先進(jìn)的應(yīng)用技術(shù)中
• JMSL數(shù)值程序庫(kù)包含了新的統(tǒng)計(jì)算法，協(xié)助統(tǒng)計(jì)學(xué)家以及分析人員來(lái)分析非常大量且復(fù)雜的數(shù)據(jù)，例如在生物科技以及生命科學(xué)中的應(yīng)用。
• 其它 JMSL 程序庫(kù)中加入的重要部份包含了 heat map 圖形，用在一些包含生命科學(xué)的應(yīng)用，利用顏色來(lái)呈現(xiàn)二維的數(shù)組。Heat map 圖形加上原來(lái) JMSL 強(qiáng)大廣泛的圖形類別，幫助分析人員利用 Java 來(lái)開發(fā)進(jìn)階的數(shù)值分析應(yīng)用。