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Problem (benchmarks and templates) for jgea.

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/*-
 * ========================LICENSE_START=================================
 * jgea-problem
 * %%
 * Copyright (C) 2018 - 2024 Eric Medvet
 * %%
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 * =========================LICENSE_END==================================
 */
package io.github.ericmedvet.jgea.problem.synthetic.numerical;

import io.github.ericmedvet.jgea.core.problem.ComparableQualityBasedProblem;
import io.github.ericmedvet.jgea.core.problem.ProblemWithExampleSolution;
import java.util.Collections;
import java.util.List;
import java.util.function.Function;
import java.util.function.ToDoubleFunction;

public abstract class AbstractNumericalProblem
    implements ComparableQualityBasedProblem, Double>, ProblemWithExampleSolution> {
  private final int p;
  private final ToDoubleFunction> f;

  public AbstractNumericalProblem(int p, ToDoubleFunction> f) {
    this.p = p;
    this.f = f;
  }

  @Override
  public List example() {
    return Collections.nCopies(p, 0d);
  }

  @Override
  public Function, Double> qualityFunction() {
    return vs -> {
      if (vs.size() != p) {
        throw new IllegalArgumentException("Wrong input size: %d expected, %d found".formatted(p, vs.size()));
      }
      return f.applyAsDouble(vs);
    };
  }
}