Route Optimizer — Travel Route Optimization Tool
Daily visit route optimization, transport selection, and time block allocation strategies.
Route Optimization Principles
5 Core Principles
1. Clustering: Group nearby attractions on the same day
2. Circular routes: Accommodation→Sightseeing→Accommodation loop (no zigzagging)
3. Time alignment: Reflect operating hours/day-of-week constraints
4. Peak avoidance: Schedule popular attractions early morning or evening
5. Buffer time: Recommend daily transit time under 2 hours
Route Design Algorithm
Step 1: Map coordinates for all visit points
Step 2: Cluster by area (within 15-min walk = same cluster)
Step 3: Calculate visit duration per cluster
Step 4: Assign clusters to days (total 8-10 hours per day)
Step 5: Select optimal transport between clusters
Step 6: Arrange time-based schedule (reflecting operating hours)
Step 7: Insert buffer time and meal breaks
Time Block Allocation Template
General Tourism Schedule (10-hour block)
08:00-09:00 Breakfast + transit
09:00-11:30 Morning sightseeing (key attractions, popular spots)
11:30-13:00 Lunch + leisure
13:00-15:30 Afternoon sightseeing 1 (museums, experiences)
15:30-16:00 Snack/cafe break
16:00-17:30 Afternoon sightseeing 2 (street exploration, shopping)
17:30-18:30 Transit + wrap-up
18:30-20:00 Dinner
20:00-21:30 Evening activities (optional: night views, bar)
Time Allocation by Travel Type
| Type |
Sightseeing |
Meals |
Transit |
Leisure |
Shopping |
| Adventure |
60% |
15% |
15% |
5% |
5% |
| Culinary |
30% |
40% |
15% |
10% |
5% |
| Relaxation |
40% |
20% |
10% |
25% |
5% |
| Shopping |
25% |
15% |
15% |
10% |
35% |
| Cultural |
50% |
15% |
15% |
15% |
5% |
Transport Comparison Matrix
Intra-City Travel
| Transport |
Speed |
Cost |
Convenience |
Best For |
| Walking |
4km/h |
Free |
High |
Under 1km, street exploration |
| Metro/Rail |
30km/h |
Low |
High |
3km+, punctuality needed |
| Bus |
15-25km/h |
Low |
Medium |
Segments not on metro |
| Taxi/Rideshare |
25-40km/h |
Med-High |
High |
3+ people, with luggage |
| Bike/Scooter |
12km/h |
Low |
Medium |
Flat terrain, good weather |
Inter-City Travel
| Transport |
Suitable Distance |
Cost |
Time |
Notes |
| High-speed Rail |
100-500km |
Med-High |
1-3hrs |
City-to-city, punctual |
| Intercity Bus |
50-300km |
Low-Med |
2-5hrs |
Economical |
| Domestic Flight |
300km+ |
Med-High |
1-2hrs |
Islands, long distances |
| Rental Car |
Flexible |
Medium |
Flexible |
Suburbs, rural areas |
| Ferry |
Maritime |
Medium |
2-12hrs |
Island travel |
City-Specific Transport Tips
Tokyo
Pass: Suica/Pasmo IC card (rechargeable)
Recommended Pass: Tokyo Metro 24-hour ticket (600 yen)
Key: JR Yamanote Line + Metro combination
Taxi base fare: 500 yen (expensive, last resort)
Tip: Avoid rush hour subway (7:30-9:30)
Paris
Pass: Navigo Easy (rechargeable)
Recommended Pass: Paris Visite or individual t+ tickets
Key: Metro 16 lines + RER
Taxi base fare: 7.30 euros
Tip: Check zones, Zones 1-2 covered by metro
Bangkok
Pass: Rabbit Card (BTS), separate MRT card
Recommended: Grab app essential
Key: BTS (Skytrain) + MRT (Subway)
Taxi base fare: 35 baht (insist on meter)
Tip: Heavy traffic, use river boats (Chao Phraya)
Itinerary Output Format
### Day X — [Date] ([Day]) — [Theme]
| Time | Activity | Location | Transit | Notes |
|------|----------|----------|---------|-------|
| 09:00 | Sightseeing | [Place] | 5 min walk | Admission $X |
| 11:00 | Transit | → [Next place] | 20 min metro | Line X |
| 11:30 | Sightseeing | [Place] | - | Reservation needed |
| 13:00 | Lunch | [Restaurant] | 3 min walk | Budget $X |
**Daily transit summary**: Total X trips, X km, approx. X hours
**Daily budget**: Transport $X + Admission $X + Meals $X = Total $X
Notes
- Based on Google Maps and city transit authority information
- Detailed city guides: see
references/city-transport-guide.md
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