Implement constraint satisfaction solver:
Constraint Types:
- Range constraints (min, max, boundaries)
- Exclusive constraints (cannot use together)
- Mutual dependency constraints
- Format/pattern constraints
- Cross-parameter constraints
- Conditional constraints
Solver Algorithm:
def solve_constraints(parameters, constraints):
# Returns valid parameter assignments
Features:
- Detect unsatisfiable constraints
- Find all valid solutions
- Optimize for minimum cost
- Backtracking on conflicts