- Matrix taxonomy of Task Decision Optimization Analytics (TDOA) applications by disciplines, including: - Value Chain/Supply Chain/Demand Chain Management - Operations Research and Mathematical/Constraint Optimization - Discrete Event Simulation and Stochastic Processes - Data Science, Data Mining and Machine Learning - Soft Computing (neural networks, evolutionary computing, fuzzy computing) - Dynamic Programming and Optimal Control - System Dynamics and soft-OR - Agent-Based Modelling and Computational/Experimental Economics - Decision Analysis and Game Theory - Managerial Economics and Managerial Accounting - other disciplines

1. DECISIONDECISION
OPTIMIZATIONOPTIMIZATION
ANALTYICS –ANALTYICS –
disciplinesdisciplines
Context-oriented
(support for (close-to) real-time)
Autonomous
Horizontal COMPETITIVE POSITION
Disciplines, methods, technologies
● Business/Enterprise Architecture
● Management Accounting
● Supply/Value Chain Analysis
● Classical Optimization
● Linear/Integer/Network Progammming
● Discrete Event Simulation (DES)
● Queueing theory & stochastic processes
EFFECTIVENESS (OF DECISIONS)
Disciplines, methods, technologies
● Decision Analysis/Decision Theory
● Managerial Micro-economics
● Statistical Modelling & Analysis
● Calculus & Non-linear Programming
● Evolutionary Computation/Global
Optimization
● Actuarial Science
● Fuzzy Logic
Vertical RETURN/YIELD IMPROVEMENT
Disciplines, methods, technologies
● Operations Research/Management
Science (OR/MS); Behavioral Economics
● Data Science and Data Mining/KDD
● Forecasting/Predictive Modelling; Machine
Learning
● Combinatorial/Discrete Optimization
● Constraint Programming
● Matrix & Linear Algebra
● ANNs; adaptive control, robust control
SUSTAINABLE CAPITALIZATION
Disciplines, methods, technologies
● Dynamic Programming & Markov DP (MDP)
● Optimal Control & Pontryagin Min. Principle
● System Dynamics and Dynamic Decision-
Making; soft OR
● Agent-Based Modelling &
Experimental/Computational Economics
● Multi-Criteria Decision Analysis (MCDA)
● Project Management (e.g. CPM, PERT)
● Multi-Agent Systems (MAS) & Game Theory
● Complexity Science and CAS
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