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Operational Research for Decision Optimization · LearnSpace
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Operational Research for Decision Optimization

Курс от EDUCBA
Уровень не указан≈ 13.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master Operational Research techniques to solve complex business problems, optimize resources, and make smarter data-driven decisions. Learn assignment models, transportation methods, CPM, PERT, decision trees, and queuing theory through practical examples. This course gives you a structured pathway into Operational Research and its real-world applications in management, logistics, project planning, and service operations. You’ll learn how quantitative models help organizations allocate resources, reduce inefficiencies, evaluate alternatives, and improve operational performance. We’ll explore practical optimization techniques such as the Hungarian Method for assignment problems, Vogel’s Approximation Method and MODI for transportation problems, and network planning tools like Critical Path Method (CPM) and Program Evaluation and Review Technique (PERT). These methods help learners solve scheduling, distribution, and resource planning challenges with confidence. You’ll also study decision analysis tools including payoff tables and decision trees to evaluate choices under risk and uncertainty. The course further introduces queuing theory models to analyze waiting lines, service rates, system utilization, and customer flow in service environments. By the end of the course, you’ll be able to apply Operational Research techniques to real business scenarios, optimize decisions, improve efficiency, and support analytical problem-solving across operations, logistics, projects, and management contexts.

Навыки, которые вы освоите

Operations ResearchSchedulingTransportation OperationsOperational EfficiencyTransportation, Supply Chain, and LogisticsResource AllocationResource PlanningResource UtilizationAnalytical SkillsLogisticsFinanceBusiness OperationsResearchLogistics ManagementTimelinesOperations ManagementOperationsProject SchedulesProcess OptimizationOperational Performance Management

Программа курса

6 модулей · 78 учебных материалов

01Foundations of Operational Research15 материалов

Course Overview and OR Fundamentals

Course Structure of Operational ResearchВидеоIntroduction to Operational ResearchВидеоIntroduction to Assignment ProblemВидеоCourse Overview and OR FundamentalsЗадание

Methods for Solving Assignment Problems

Учитесь у экспертов

EDUCBA

Преподаватель курса

Operational Research for Decision Optimization
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 13.6 ч

6 модулей

Язык: Английский

Часть программы вашего университета
Application and Method of Solving Assignment ProblemВидео
Practical Problem of Minimization & Balanced sum Example SetupВидео
Practical Problem of Minimization & Balanced sum Solution ProcessВидео
Methods for Solving Assignment ProblemsЗадание

Balanced and Unbalanced Assignment Solutions

Practical Problem of Maximization Sum Example SetupВидеоPractical Problem of Maximization Sum Solution ProcessВидеоFinal Solution of Maximization SumВидеоBalanced and Unbalanced Assignment SolutionsЗаданиеAnalyzing Assignment Problems for Optimal Resource AllocationDIALOGUEGraded - Foundations of Operational ResearchЗаданиеOptimizing Task Allocation Using Assignment Problem AnalysisDIALOGUE
02Advanced Assignment Problem Techniques13 материалов

Maximization Assignment Problems

Final Solution of Minimization & Balanced Sum & CopyВидеоPractical Problem of Minimization & Unbalanced Sum Example SetupВидеоPractical Problem of Minimization & Unbalanced Sum Solution ProcessВидеоMaximization Assignment ProblemsЗадание

Introduction to Transportation Models

Introduction to Transportation ProblemВидеоSteps and Methods of Transportation ProblemВидеоUnderstanding the Initial Basic Solution MethodsВидеоPractical Problem of Least Cost MethodВидеоIntroduction to Transportation ModelsЗадание

Initial Transportation Solution Methods

Practical Problem of North West Corner MethodВидеоPractical Problem of Vogel’s Approximation Method Example SetupВидеоInitial Transportation Solution MethodsЗаданиеGraded - Advanced Assignment Problem TechniquesЗадание
03Transportation Optimization Methods13 материалов

Vogel’s Approximation Method in Practice

Practical Problem of Vogel’s Approximation Method Solution ProcessВидеоAnother sum of Vogel&s Approximation MethodВидеоUnderstanding the application of MODI MethodВидеоVogel’s Approximation Method in PracticeЗадание

Optimality Testing Techniques

Practical Sum of Optimality Test Example SetupВидеоPractical Sum of Optimality Test Solution ProcessВидеоFinal Solution of Optimality TestВидеоOptimality Testing TechniquesЗадание

Introduction to Project Network Analysis

Introduction to Project Network AnalysisВидеоComponents of Project Network Activity RelationshipsВидеоComponents of Project Network Network ConstructionВидеоIntroduction to Project Network AnalysisЗаданиеGraded - Transportation Optimization MethodsЗадание
04Project Scheduling and Network Planning13 материалов

Critical Path Method Fundamentals

Learning of Critical Path AnalysisВидеоPractical Sum of CPM Example SetupВидеоPractical Sum of CPM Solution ProcessВидеоCritical Path Method FundamentalsЗадание

Solving CPM Problems

Final Solution of CPMВидеоLearning of Program Evaluation and Review TechniqueВидеоPractical Sum of PERT Example SetupВидеоSolving CPM ProblemsЗадание

Solving PERT Problems

Practical Sum of PERT Solution ProcessВидеоFinal Solution of PERTВидеоIntroduction to Decision TheoryВидеоIntroduction to PERTЗаданиеGraded - Project Scheduling and Network PlanningЗадание
05Decision Analysis Techniques13 материалов

Decision Theory Fundamentals

Understanding the practical problem of decision theoryВидеоPractical Sum of Decision TheoryВидеоUnderstanding of Decision Tree Concept ExplanationВидеоDecision Theory FundamentalsЗадание

Decision Tree Analysis

Understanding of Decision Tree Example AnalysisВидеоPractical Sum of Decision Tree Example SetupВидеоPractical Sum of Decision Tree Solution ProcessВидеоDecision Tree AnalysisЗадание

Introduction to Queuing Systems

Learning about Queuing TheoryВидеоCharacteristics of Queuing Theory Basic ConceptsВидеоCharacteristics of Queuing Theory Queue ComponentsВидеоIntroduction to Queuing SystemsЗаданиеGraded - Decision Analysis TechniquesЗадание
06Queuing Theory Models11 материалов

Single Server Queue Models

Practical Sum of Single Server ModelВидеоFinal Solution of Single Server Model Calculation StepsВидеоFinal Solution of Single Server Model Final ResultsВидеоSingle Server Queue ModelsЗадание

Multiple Server Queue Models

Practical Sum of Multiple Server Model Example SetupВидеоPractical Sum of Multiple Server Model Solution ProcessВидеоFinal Solution of Multiple Server Model Calculation StepsВидеоFinal Solution of Multiple Server Model Final ResultsВидеоMultiple Server Queue ModelsЗаданиеGraded - Queuing Theory ModelsЗаданиеOptimizing Operations: Applying Assignment, Transportation, and Queue AnalysisDIALOGUE