LIMITED ACCESS: 18-Element Optimal Solver Active

Talixo

Branch-and-bound optimal solver. Three parallel heuristics. Real-time Monte Carlo simulation. Every calculation stays on your device. Built for manufacturing engineers who demand mathematical certainty.

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Version 3.0 iOS
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Offline-First
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No Cloud Upload
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INSTANT ACCESS
15-Element Demo Assembly
DRILLDEMO
  • Cordless drill assembly line pre-configured
  • Precedence network with 10 constraint links
  • Dual product variants: Standard & Heavy-Duty
Access Demo Line
ADVANCED
Full Simulation Suite
MONTEC
  • Monte Carlo shift simulation with breaks
  • Buffer capacity and machine reliability models
  • Bottleneck analysis: downtime, starvation, blocking
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All features included with Talixo v3.0 download. No subscriptions. All data remains on-device. Codes activate pre-configured scenarios for immediate testing.

Computational Methods Behind the Interface

Talixo implements three classical assembly line balancing heuristics in parallel: Ranked Positional Weight prioritizes work elements by downstream content, Largest Candidate assigns longest tasks first to minimize station slack, and Kilbridge-Wester leverages precedence layer structure for constrained sequencing. When you select Auto mode, all three algorithms execute simultaneously on your device, and Talixo keeps the solution with the lowest station count or best workload distribution.

For production lines with 18 or fewer work elements, Talixo activates a branch-and-bound optimal solver that guarantees the mathematically minimum number of stations respecting takt time and precedence constraints. This exhaustive search prunes infeasible branches early, completing in seconds on modern iOS hardware. The solver calculates the theoretical minimum stations from total work content divided by takt time, then proves whether that target is achievable given sequence dependencies.

Every calculation runs locally. Talixo never uploads line definitions, element durations, or balance results to external servers. Your competitive assembly designs, capacity forecasts, and bid calculations stay encrypted on your device. No account creation required. Data persists across app launches using iOS secure storage, and you control export timing if sharing with colleagues becomes necessary.

Version
3.0
Platform
iOS
Category
Productivity
Data Storage
On-Device Only
Account Required
No
Balancing Heuristics
3 Parallel + Optimal
Optimal Solver Ceiling
18 Elements
Simulation Engine
Monte Carlo

Engineering Capabilities at Your Fingertips

Multi-Algorithm Balancing

Run Ranked Positional Weight, Largest Candidate, and Kilbridge-Wester in a single tap. Auto mode selects the best result across all three. Drag-and-drop elements between stations on interactive Yamazumi charts to refine manually.

Optimal Solver Proof

Branch-and-bound algorithm proves mathematical optimality for lines up to 18 elements. Calculates theoretical minimum from work content, then exhaustively searches feasible assignments. Results display certified optimal station count.

Precedence Visualization

Node-link diagram renders your constraint network with automatic layout. Critical path highlighted in orange with 302-second duration display. Tap any node to see predecessors and successors. Validates constraint logic before balancing.

Product Variant Mixing

Define multiple variants with weighted percentages: 70% Standard, 30% Heavy-Duty. Override element durations per variant. Talixo calculates mix-weighted average times for station assignment, then forecasts overrun risk per variant at each station.

Monte Carlo Simulation

Model full production shifts with scheduled breaks, buffer capacities, and machine reliability parameters. Simulation runs thousands of iterations to forecast real throughput including downtime, starvation, and blocking. Identifies bottleneck stations quantitatively.

Cumulative Output Curves

Time-series graphs plot units produced over eight-hour shifts. Orange ascending curves show actual output accounting for process variability. Turning points annotate first unit off line, shift start events, and final throughput count.

Workflow Architecture for Production Designers

Line Definition Process

  • Create new production line with descriptive name
  • Define 15 to 80 work elements with precise durations
  • Build precedence network by linking dependent tasks
  • Assign elements to colored zones for visualization
  • Configure product variants with override durations
  • Calculate takt time from customer demand rate
  • Review preflight stats: total content, longest element, theoretical minimum

Balancing Execution

  • Select balancing rule or enable Auto mode
  • Toggle optimal solver proof when under 18 elements
  • Review Yamazumi chart showing station workloads color-coded by zone
  • Identify stations exceeding takt time threshold
  • Drag elements between stations to manually rebalance
  • Compare balance history to track improvement iterations

Simulation and Validation

  • Configure shift length and scheduled break times
  • Set buffer capacities between adjacent stations
  • Model machine reliability with uptime percentages
  • Add process variability as coefficient of variation
  • Run Monte Carlo simulation with 10,000 iterations
  • Analyze bottleneck report: downtime, starvation, blocking percentages
  • Compare multiple simulation runs side-by-side to test what-if scenarios
  • Export cumulative output curves for presentation

Developer Focus

Talixo is purpose-built for industrial engineers who balance high-volume assembly lines, bid new contracts, or teach lean manufacturing principles. The offline-first architecture ensures your competitive line designs never leave your control. No marketing analytics, no usage tracking, no cloud dependency—just computational tools for optimization work.

Deploy Talixo v3.0 on Your Engineering Device

iOS Productivity App • Offline Operation • Updated October 2026

Download Talixo

Requires iOS compatible device. No subscription or recurring fees. All balancing and simulation features included. Data remains on-device with no account creation required. Age rating: suitable for professional engineering use.