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@@ -11,6 +11,3 @@ coverage: | |
| patch: | ||
| default: | ||
| threshold: 1% | ||
| codecov: | ||
| notify: | ||
| after_n_builds: 8 | ||
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| version: 2 | ||
| updates: | ||
| - package-ecosystem: "github-actions" | ||
| directory: "/" | ||
| groups: | ||
| github-actions: | ||
| patterns: | ||
| - "*" | ||
| schedule: | ||
| interval: "weekly" | ||
| day: "wednesday" | ||
| time: "06:00" | ||
| timezone: "Europe/Vienna" | ||
|
|
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| - package-ecosystem: "pip" | ||
| directory: "/" | ||
| groups: | ||
| python-dependencies: | ||
| patterns: | ||
| - "*" | ||
| schedule: | ||
| interval: "weekly" | ||
| day: "friday" | ||
| time: "06:00" | ||
| timezone: "Europe/Vienna" |
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| version: 2 | ||
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| submodules: | ||
| include: all | ||
| recursive: true | ||
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| build: | ||
| os: ubuntu-22.04 | ||
| tools: | ||
| python: "3.11" | ||
| jobs: | ||
| post_checkout: | ||
| # Skip docs build if the commit message contains "skip ci" | ||
| - (git --no-pager log --pretty="tformat:%s -- %b" -1 | grep -viq "skip ci") || exit 183 | ||
| # Skip docs build if there are no changes related to docs | ||
| - | | ||
| if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- docs/ .readthedocs.yaml src/mqt/ .github/contributing* .github/support*; | ||
| then | ||
| exit 183; | ||
| fi | ||
| sphinx: | ||
| configuration: docs/conf.py | ||
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| python: | ||
| install: | ||
| - method: pip | ||
| path: . | ||
| extra_requirements: | ||
| - docs |
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| @MISC{volpe2024towards, | ||
| @INPROCEEDINGS{volpe2024towards, | ||
| AUTHOR = {D.Volpe and N. Quetschlich and M. Graziano and G. Turvani and R. Wille}, | ||
| TITLE = {{Towards an Automatic Framework for Solving Optimization Problems with Quantum Computers}}, | ||
| YEAR = {2024}, | ||
| EPRINT = {}, | ||
| EPRINTTYPE = {}, | ||
| BOOKTITLE = {IEEE International Conference on Quantum Software (QSW)}, | ||
| } |
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| Constraints Class | ||
| ================= | ||
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| It manages the constraints of the problem. It is used to store the constraints and to check if a solution satisfies them. | ||
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| Constraints types supported | ||
| --------------------------- | ||
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| Types of constraints supported: | ||
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| - *Equality*, writing the equality as a quadratic penalty function, i.e. sum = b imposed with g = (sum-b)^2 | ||
| - *Inequality*, moving to equality with the continuous auxiliary variables a to be expanded with the encoding technique of the Variables class | ||
| - *Not constraint* among binary variables, i.e. Not(a) = b imposed with g = 2ab - a - b + 1 | ||
| - *And constraint* among binary variables, i.e. a and b = c imposed with ab -2(a+b)c + 3c | ||
| - *Or constraint* among binary variables, i.e. a or b = c imposed with ab + (a+b)(1-2c) + c | ||
| - *Xor constraint* among binary variables, i.e. a xor b = c imposed with 2ab - 2(a+b)c - 4(a+b)\_aux+4_aux c +a+b+c+4+\_aux | ||
|
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| Constraints declarations | ||
| ------------------------ | ||
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| The class provides methods to declare variables: | ||
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| - *add_constraint(expression: str, hard: bool = True, variable_precision: bool = True)*: adds a constraint to the list of constraints. | ||
| - *expression* is a string that represents the constraint | ||
| - *hard* parameter is a boolean that indicates if the constraint is hard or soft. | ||
| - *variable_precision* parameter is a boolean that indicates if the constraint is to be considered in the precision of the variables. | ||
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| Example: | ||
| -------- | ||
|
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| .. code-block:: python | ||
| from mqt.qao.constraints import Constraints | ||
| from mqt.qao.variables import Variables | ||
| constraint = Constraints() | ||
| variables = Variables() | ||
| variables.add_binary_variable("a") | ||
| variables.add_binary_variable("b") | ||
| variables.add_binary_variable("c") | ||
| variables.add_discrete_variable("d", [-1, 1, 3]) | ||
| variables.add_continuous_variable("e", -2, 2, 0.25, "", "") | ||
| constraint.add_constraint("~a = b", True, True, False) | ||
| constraint.add_constraint("a | b = c", True, True, False) | ||
| constraint.add_constraint("d + e <= 1", True, True, False) |
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| .. include:: ../.github/contributing.rst |
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