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Algorithm Performance Specifications

**Document ID:** ALGO-PERF-001 **Version:** 1.0.0-DRAFT **Created:** 2026-01-04 **Purpose:** Define performance requirements and benchmarks for all core algorithms **Parent Document:** [04-Algorithms/README.md](./README.md) **Related Documents:** - [Visit-Sequencing.md](./Visit-Sequencing.md) - [Route-Optimization.md](./Route-Optimization.md) - [Delivery-Optimization.md](./Delivery-Optimization.md) - [Decision-Logic.md](./Decision-Logic.md)

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**Document ID:** ALGO-PERF-001 **Version:** 1.0.0-DRAFT **Created:** 2026-01-04 **Purpose:** Define performance requirements and benchmarks for all core algorithms **Parent Document:** [04-Algorithms/README.md](./README.md) **Related Documents:** - [Visit-Sequencing.md](./Visit-Sequencing.md) - [Route-Optimization.md](./Route-Optimization.md) - [Delivery-Optimization.md](./Delivery-Optimization.md) - [Decision-Logic.md](./Decision-Logic.md) 1. [Overview](#1-overview) 2. [Global Performance Requirements](#2-global-performance-requirements) 3. [Visit Sequencing Performance](#3-visit-sequencing-performance) 4. [Route Optimization Performance](#4-route-optimization-performance) 5. [Delivery Optimization Performance](#5-delivery-optimization-performance) 6. [Decision Logic Performance](#6-decision-logic-performance) 7. [Network Performance](#7-network-performance) 8. [UI Rendering Performance](#8-ui-rendering-performance) 9. [Memory Performance](#9-memory-performance) 10. [Battery Performance](#10-battery-performance) 11. [Offline Performance](#11-offline-performance) 12. [Swift App Parity Benchmarks](#12-swift-app-parity-benchmarks) 13. [Performance Testing Strategy](#13-performance-testing-strategy) 14. [Performance Degradation Triggers](#14-performance-degradation-triggers) 15. [Optimization Priorities](#15-optimization-priorities) This document defines measurable, falsifiable performance requirements for all algorithms in the Milk Men Expo migration. Performance is a critical success criterion (EM-P-001 through EM-P-004) and must meet or exceed the Swift app baseline. **User-Centric Performance:** - Perceived performance > raw speed - Instant feedback (optimistic UI) > blocking operations - Progressive loading > all-or-nothing - Graceful degradation > hard failures **Asymmetric Performance Targets:** - Interactive operations (tap, scroll): <16ms (60 FPS) - User-initiated operations (button press): <100ms perceived response - Background operations (sync): No user-facing latency - Network-dependent operations: Optimistic UI + background fetch

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