Resource Allocation

Optimization · Axiom Academy

REAL WORLD Resource Allocation How do companies decide where to invest their limited resources? Imagine you're the founder of a tech startup. You've just secured 100,000 in funding, and you need to decide how to allocate this budget across three critical areas: Marketing: Drive customer acquisition and brand awareness Development: Build and improve your product Operations: Manage infrastructure and support Use the sliders below to distribute your 100,000 budget. Try different allocations and see what feels right! Different budget allocations lead to different outcomes. Let's see how your allocation affects key growth metrics over the next quarter. Try adjusting the sliders above to see how different allocations affect your growth metrics in real-time! You've experimented with different allocations. Now here's the key question that every business faces: What makes one allocation "better" or more "optimal" than another? Resource allocation is a classic optimization problem. Let's formalize what we've been doing: Let's define what we're deciding: These represent the dollar amounts allocated to each department. What are we trying to maximize or minimize? The objective could be revenue, customer satisfaction, growth rate, or any measurable goal. What limitations must we respect? The budget constraint ensures we don't spend more than available, and non-negativity ensures realistic allocations.

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