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maxNodes/maxConns doesn't seem to always work

See original GitHub issue

This is an old Neataptic bug that is still happening. “maxNodes” and “maxConns” don’t seem to always work. After a while, they will increase over the maximum.

My settings:

    Methods.mutation.MOD_ACTIVATION.mutateOutput = false;
    Methods.mutation.MOD_ACTIVATION.allowed = [
        Methods.activation.LOGISTIC,
        Methods.activation.TANH,
        Methods.activation.STEP,
        Methods.activation.SOFTSIGN,
        Methods.activation.SINUSOID,
        Methods.activation.GAUSSIAN,
        Methods.activation.BIPOLAR,
        Methods.activation.BIPOLAR_SIGMOID,
        Methods.activation.HARD_TANH,
        Methods.activation.INVERSE,
        Methods.activation.SELU,
        Methods.activation.RELU,
        Methods.activation.BENT_IDENTITY,
        Methods.activation.IDENTITY,
    ];

    neat = new Neat(4, 1, null,
        {
            mutation: Methods.mutation.ALL,
            popsize: 100,
            mutationRate: 0.2,
            elitism: 10,
            equal: true,
            network: new Architect.Random(4, 5, 1),
            provenance: 2,
            maxNodes: 7, 
            maxConns: 10,
            maxGates: 5,
        }
    );