Evolution of Decision-Making Systems: A Dynamic Approach

Mar 02, 2025

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Explore how decisions evolve over time in complex systems, emphasizing dynamic, optimal control with continuous and discrete time models. Learn strategies for tackling large-scale problems using Approximate Dynamic Programming methods.

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dynamic decisions
optimal control
continuous time
discrete time
largescale problems
approximate dynamic programming

mark-randall

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Evolution of Decision-Making Systems: A Dynamic Approach

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The Big Picture Decisions taken over time as the system evolves Dynamic decisions (sequential decision) Optimal control Continuous time ODE Appr-oach Discrete time Large-scale problems Approximate Dynamic programming

The Big Picture

The Big Picture. How are Public Schools Funded? ~Tim Hill will discuss later this afternoon. Districts/Charters Portion over $987 Million. Districts/Charters Portion over 47% of All Idaho State Revenues. 2008 Public School Appropriation. 2008 Public School Appropiation.

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The Big Picture

The Big Picture. Why are we doing what we’re doing the way we are doing it?. DECD Strategic Plan 2012-2016. Strategic directions Every child achieves their potential Excellence in education and care Connect with communities A successful and sustainable organisation.

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The Big Picture

The Big Picture. Challenge. Increase awareness of Forward Edge & their leading edge technology solutions to high potential school targets to support immediate sales goals. Develop a business strategy and plan that will: Act as a clear roadmap for long-term growth to $25M in five years;

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“The Big Picture”

“The Big Picture”. Industry Analysis. INDUSTRY ANALYSIS. Defining your industry Growth rate and Maturity Customer segments Major competitors Predict the future. DEFINING YOUR INDUSTRY. Products or Services Value Chain Balance of Power. PRODUCTS/SERVICES. What do you do?

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The Big Picture

The Big Picture. Outline. Socio-technical systems Software as part of the system People and organisations Systems engineering Legacy systems Critical systems Dimensions of system dependability Engineering dependable systems. What is a system?.

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The Big Picture

The Big Picture. GEA 101 Critical Thinking. The Importance of Context. When someone provides you with evidence for a truth-claim, you have to ask: Does this evidence really support the claim? Is there other relevant evidence I should look for before assessing the claim?. Words out of Context.

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The Big Picture

The Big Picture. To assess the Global Carbon Budget we need information that is ‘Everywhere, All of the Time’ Many Complementary Methods exist, Each with specific, scale-dependent Pros and Cons, so the Overall Premise is Impossible for any stand alone method

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The Big picture

The Big picture. Part I. Mercantilism (1607 – 1763). The “ism” Colonies exist for the mother country National wealth & power is a function of the amount of gold and silver in the treasury How they did it Navigation Acts Trade Acts. Imperialism (Sovereignty). The “ism”

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The Big Picture

The Big Picture. Contact: 1492-1606. The Columbian Exchange Spain’s Empire in the Americas. Colonial Period:1607-1776. 1607-Jamestown (John Smith, Tobacco, Bacon’s Rebellion) 1620-Puritan New England (Witch Trials, Work Ethic) The Middle Colonies (New York, New Jersey)

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The Big Picture

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The Big Picture:

The Big Picture:. Counting events in a sample space allows us to calculate probabilities The key to calculating the probabilities of events is to count the occurrences of events Our goal is to calculate probabilities of ALL possible events

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THE BIG PICTURE

THE BIG PICTURE. Enhanced Data. The Concept – The Culture. Monitoring and Control. Best Practices. TOP TEN: BEST PRACTICES . NUMBER 10: USE THE INFREQUENT BAD APPLES AS EXAMPLES Make consequences known of improper use

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The Big Picture

The Big Picture. PLSC 379r Lecture 6. Setting the Stage. Two actors, A and D Can’t agree on how to split some issue States don’t want to fight. Why? However, each actor is thinking strategically, and that can get them into trouble. Onset of Violent Conflict.

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The Big Picture

RE-THINKING HOW SCHOOLS IMPROVE: A Team Dialogue Model for Data-Based Instructional Decision Making. The Big Picture. In todayâ€™s session, we are going to:

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The Big Picture

The Big Picture. Electronics. System-level Design. Circuit-level Design. A. + Software. Device-level design. Systems and Computer Engineering. Our Focus. The analysis and design of engineering systems which process and transmit information and which have computers as components.

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The Big Picture

Dupree Elementary School Comprehensive School Reform Design (CRSD) Indicators and Evidence Connecting the Pieces.

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THE BIG PICTURE

THE BIG PICTURE. The Department’s mission is to enforce the law and defend the interests of the United States according to the law. The majority of civil litigation of the U.S. Government is handled by the Department. With 9500+ attorneys, we are the largest legal employer in the world.

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The BIG Picture

The BIG Picture. for New and Prospective Christians Session 4. A Creator would design man with the desire and capacity to know Him Man’s Creator would reveal Himself to man relationally and personally

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The Big Picture

f1. f2. f5. f3. f4. i. p. s. q. j. fp. f3. The Big Picture. SPEC. Requirements. Problem Focus. Algorithms. f2() { f3(s2, &j, &i); *s2->p = 10; i = *s2->q + i; }. Prog. Lang./OS. i1: ld r1, b <p1> i2: ld r2, c <p1> i3: ld r5, z <p3>

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THE BIG PICTURE

THE BIG PICTURE. PART II. IMPROVE LEARNING FOR ALL STUDENTS. TEACHER QUALITY. PROFESSIONAL DEVELOPMENT. PROFESSIONAL DEVELOPMENT BIG IDEAS. Reflect on steps of the model examined last week. Generate a list of 3 WORDS that capture the BIG IDEAS. (1 minute)

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The Big Picture

The Big Picture. Keynesian Cross. IS curve. IS-LM model. Explanation of short-run fluctuations. Theory of Liquidity Preference. LM curve. Agg. demand curve. Model of Agg. Demand and Agg. Supply. Agg. supply curve. Context.

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The “ BIG ” Picture

The “ BIG ” Picture. A presentation by Customer Relationship Management. A Glimpse into Central Accounting. Modules in the Central Accounting and Reporting System (CARS) Establishment of a Treasury Account Symbol (TAS) Account Statement Appropriation Process (Warrant)

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