Most constraints solvers require math equations based input. If you're more a fan of an Object Orientated Programming and Function Programming coding style, take a look at our solvers:

- OptaPlanner (Java, Kotlin, open source, Apache license) https://www.optaplanner.org/

- OptaPy (Python, open source, Apache license) https://www.optapy.org