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Original file line number Diff line number Diff line change
Expand Up @@ -75,38 +75,10 @@ Constraint roomOccupancy(ConstraintFactory factory) { // Faster than a simpler f
return factory.forEach(Lecture.class)
.groupBy(Lecture::getRoom, Lecture::getPeriod, count())
.filter((room, period, count) -> count > 1)
.penalize(ONE_HARD, (room, period, count) -> {
var n = 2; // We're looking for unique pairs.
var nominator = factorial(count);
var denominator = factorial(n) * factorial(count - n);
return nominator / denominator;
})
.penalize(ONE_HARD, (room, period, count) -> (count * (count - 1)) / 2)
.asConstraint("roomOccupancy");
}

private static final int MAX_ANTICIPATED_CONFLICTING_LESSONS = 20; // Arbitrary limit for caching.
private static final int[] FACTORIAL_CACHE = new int[MAX_ANTICIPATED_CONFLICTING_LESSONS];

private static int factorial(int number) {
if (number < MAX_ANTICIPATED_CONFLICTING_LESSONS) {
var cache = FACTORIAL_CACHE[number];
if (cache == 0) {
cache = factorialUncached(number);
FACTORIAL_CACHE[number] = cache;
}
return cache;
}
return factorialUncached(number);
}

private static int factorialUncached(int number) {
return switch (number) {
case 0, 1 -> 1;
case 2 -> 2;
default -> number * factorial(number - 1);
};
}

Constraint unavailablePeriodPenalty(ConstraintFactory factory) {
return factory.forEach(UnavailablePeriodPenalty.class)
.join(Lecture.class,
Expand Down
Original file line number Diff line number Diff line change
@@ -1,11 +1,9 @@
package ai.timefold.solver.benchmarks.examples.machinereassignment.score;

import static ai.timefold.solver.core.api.score.stream.ConstraintCollectors.sumLong;
import static ai.timefold.solver.core.api.score.stream.ConstraintCollectors.sum;
import static ai.timefold.solver.core.api.score.stream.Joiners.equal;
import static ai.timefold.solver.core.api.score.stream.Joiners.filtering;

import java.util.function.BiFunction;

import ai.timefold.solver.benchmarks.examples.machinereassignment.domain.MrBalancePenalty;
import ai.timefold.solver.benchmarks.examples.machinereassignment.domain.MrGlobalPenaltyInfo;
import ai.timefold.solver.benchmarks.examples.machinereassignment.domain.MrMachine;
Expand Down Expand Up @@ -53,7 +51,7 @@ protected Constraint maximumCapacity(ConstraintFactory factory) {
equal(MrMachineCapacity::getMachine, MrProcessAssignment::getMachine))
.groupBy((machineCapacity, processAssignment) -> machineCapacity.getMachine(),
(machineCapacity, processAssignment) -> machineCapacity,
sumLong((machineCapacity, processAssignment) -> processAssignment
sum((machineCapacity, processAssignment) -> processAssignment
.getUsage(machineCapacity.getResource())))
.filter(((machine, machineCapacity, usage) -> machineCapacity.getMaximumCapacity() < usage))
.penalize(HardSoftScore.ONE_HARD,
Expand Down Expand Up @@ -110,7 +108,7 @@ protected Constraint transientUsage(ConstraintFactory factory) {
.filter(MrProcessAssignment::isMoved),
equal(MrMachineCapacity::getMachine, MrProcessAssignment::getOriginalMachine))
.groupBy((machineCapacity, processAssignment) -> machineCapacity,
sumLong((machineCapacity, processAssignment) -> processAssignment
sum((machineCapacity, processAssignment) -> processAssignment
.getUsage(machineCapacity.getResource())))
.filter(((machineCapacity, usage) -> machineCapacity.getMaximumCapacity() < usage))
.penalize(HardSoftScore.ONE_HARD,
Expand All @@ -130,7 +128,7 @@ protected Constraint loadCost(ConstraintFactory factory) {
.join(MrProcessAssignment.class,
equal(MrMachineCapacity::getMachine, MrProcessAssignment::getMachine))
.groupBy((machineCapacity, processAssignment) -> machineCapacity,
sumLong((machineCapacity, processAssignment) -> processAssignment
sum((machineCapacity, processAssignment) -> processAssignment
.getUsage(machineCapacity.getResource())))
.filter(((machineCapacity, usage) -> machineCapacity.getSafetyCapacity() < usage))
.penalize(HardSoftScore.ONE_SOFT,
Expand All @@ -148,8 +146,8 @@ protected Constraint balanceCost(ConstraintFactory factory) {
.join(MrProcessAssignment.class)
.groupBy((penalty, processAssignment) -> penalty,
(penalty, processAssignment) -> processAssignment.getMachine(),
sumLong((penalty, processAssignment) -> processAssignment.getUsage(penalty.getOriginResource())),
sumLong((penalty, processAssignment) -> processAssignment.getUsage(penalty.getTargetResource())))
sum((penalty, processAssignment) -> processAssignment.getUsage(penalty.getOriginResource())),
sum((penalty, processAssignment) -> processAssignment.getUsage(penalty.getTargetResource())))
.penalize(HardSoftScore.ONE_SOFT, this::balanceCost)
.asConstraint(MrConstraints.BALANCE_COST);
}
Expand Down Expand Up @@ -186,7 +184,7 @@ protected Constraint serviceMoveCost(ConstraintFactory factory) {
return factory.forEach(MrProcessAssignment.class)
.filter(MrProcessAssignment::isMoved)
.groupBy(MrProcessAssignment::getService, ConstraintCollectors.count())
.groupBy(ConstraintCollectors.max((BiFunction<MrService, Integer, Integer>) (service, count) -> count))
.groupBy(ConstraintCollectors.max((MrService service, Long count) -> count))
.join(MrGlobalPenaltyInfo.class)
.penalize(HardSoftScore.ONE_SOFT,
(count, penalty) -> count * penalty.getServiceMoveCostWeight())
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -100,7 +100,7 @@ Constraint minimumAndMaximumNumberOfAssignments(ConstraintFactory constraintFact
ConstraintCollectors.countTri()))
.map((employee, contract, shiftCount) -> employee,
(employee, contract, shiftCount) -> contract,
(employee, contract, shiftCount) -> contract.getViolationAmount(shiftCount))
(employee, contract, shiftCount) -> contract.getViolationAmount(shiftCount.intValue()))
.filter((employee, contract, violationAmount) -> violationAmount != 0)
.penalize(HardSoftBigDecimalScore.ONE_SOFT, (employee, contract, violationAmount) -> violationAmount)
.asConstraint("Minimum and maximum number of assignments");
Expand Down Expand Up @@ -419,7 +419,7 @@ Constraint unwantedPatternShiftType3DaysPattern(ConstraintFactory constraintFact
Constraint loadBalanceShiftAssignments(ConstraintFactory constraintFactory) {
return constraintFactory.forEach(ShiftAssignment.class)
.groupBy(ShiftAssignment::getEmployee, ConstraintCollectors.count())
.complement(Employee.class, e -> 0)
.complement(Employee.class, e -> 0L)
.groupBy(ConstraintCollectors.loadBalance((e, count) -> e, (e, count) -> count))
.penalizeBigDecimal(HardSoftBigDecimalScore.ONE_SOFT, LoadBalance::unfairness)
.asConstraint("loadBalanceShiftAssignments");
Expand Down
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