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A Java's Collaborative Filtering library to carry out experiments in research of Collaborative Filtering based Recommender Systems. The library has been designed from researchers to researchers.

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/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You 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.
 */

package org.apache.commons.math3.ode;

import org.apache.commons.math3.RealFieldElement;

/** This interface represents a first order differential equations set.
 *
 * This interface should be implemented by all real first order
 * differential equation problems before they can be handled by the
 * integrators {@link FirstOrderIntegrator#integrate} method.
 *
 * A first order differential equations problem, as seen by an
 * integrator is the time derivative dY/dt of a state
 * vector Y, both being one dimensional arrays. From the
 * integrator point of view, this derivative depends only on the
 * current time t and on the state vector
 * Y.
 *
 * For real problems, the derivative depends also on parameters
 * that do not belong to the state vector (dynamical model constants
 * for example). These constants are completely outside of the scope
 * of this interface, the classes that implement it are allowed to
 * handle them as they want.
 *
 * @see FirstOrderFieldIntegrator
 *
 * @param  the type of the field elements
 * @since 3.6
 */

public interface FirstOrderFieldDifferentialEquations> {

    /** Get the dimension of the problem.
     * @return dimension of the problem
     */
    int getDimension();

    /** Initialize equations at the start of an ODE integration.
     * 
     * This method is called once at the start of the integration. It
     * may be used by the equations to initialize some internal data
     * if needed.
     * 
     * @param t0 value of the independent time variable at integration start
     * @param y0 array containing the value of the state vector at integration start
     * @param finalTime target time for the integration
     */
    void init(T t0, T[] y0, T finalTime);

    /** Get the current time derivative of the state vector.
     * @param t current value of the independent time variable
     * @param y array containing the current value of the state vector
     * @return time derivative of the state vector
     */
    T[] computeDerivatives(T t, T[] y);

}