Abstract
Chaotic meta-Fibonacci sequences which are generated by intriguing examples of nonlinear recurrences still keep their mystery although substantial progress has been made in terms of well-behaved solutions of nested recurrences. In this study, a recent generalization of Hofstadter’s famous Q-sequence is studied beyond the known methods of generational approaches in order to propose a generalized conjecture regarding the existence of infinitely many different solutions for all corresponding recurrences of this generalization.
1 Introduction
Since substantial experimental studies have been done by Hofstadter and Huber on certain meta-Fibonacci sequences which are inspired by original Q-sequence that is defined by Q(n) = Q(n−Q(n−1))+Q(n−Q(n− 2)) with initial conditions Q(1) = Q(2) = 1 [1], there is a wide variety of significant contributions which are mainly focused on nested recurrence relations in theoretical and empirical literature [2, 3, 4, 5, 6, 7, 8, 9, 10]. While empirical works try to find order signs and some patterns in chaotic meta-Fibonacci sequences, theoretical literature mainly focuses on properties of slow and quasi-periodic solutions for various types of nested recursions and some curious concepts such as binary trees and undecidability [11, 12, 13,]. Despite the complexity of many inquiries which these contributions have, an essential and natural question about a meta-fibonacci sequence is whether it is defined for all indices [14, 15,]. It is well-known that properties of solutions to meta-Fibonacci recursions can differ extremely and the answer of this question strongly depends on the selection of initial conditions in general [16]. While modified nested recurrences can exhibit different properties of solutions with the same initial conditions, a selected recurrence can also show dissimilar behaviours under certain initial condition sets [17, 18]. For example, let us define Q(1) = Q(2) = Q(3) = 1, Q(4) = 4, Q(5) = 3, and for n ≥ 5, Q(n) = Q(n − Q(n − 1)) + Q(n − Q(n − 2)) + Q(n − Q(n − 3)), that is A296413 in OEIS [19]. This sequence is highly chaotic and finite since Q(509871) = 519293. On the other hand, the same recurrence can have slow solution with appropriate initial conditions [20] while it can be naturally quasi-periodic for certain set of initial conditions such as A296518 and A296786 in OEIS [21]. Also, intriguing generational structures which are analysed by spot-based generation concept appear with a family of initial conditions for Q(n) = Q(n − Q(n − 1)) + Q(n − Q(n − 2)) + Q(n − Q(n − 3)) [21]. This behavioral diversity observed in three-term Hofstadter Q-recurrence can be interpreted as a sign of difficulty of problems about certain types of nested recurrences, especially for Hofstadter-like recurrences. On the other hand, the coexistence of order and chaos in some unpredictable meta-Fibonacci sequences can be recreated experimentally thanks to inital condition patterns in terms of considerable behavioral similarities. At this point, it would be beneficial to remember the definition of a generalization of Hofstadter’s Q-sequence [21].
Definition 1.1
Let Qd,ℓ(n) be defined by the recurrence
d ≥ 1, with the initial conditions
Recently, the chaotic generational structures of certain members of Qd,2(n) and Qd,3(n) were investigated thanks to known methods in empirical literature [21, 22, 23,] in order to search a conjectural global property for rescaling of amplitudes of successive generations. On the other hand, for ascending values of d and ℓ, behaviours of Qd,ℓ(n) become much more complicated as well as conserving their interesting properties which are reported in the following sections. At the same time, in order to strengthen and support our intuitive approach on nature of initial conditions for Qd,ℓ(n), it can be beneficial to observe behaviours of similar initial condition formulation with a provable example.
This paper is structured as follows. In Section 1.1, we give brief notes about an intriguing example of provable solution family in order to support the naturalness of our intuition. In Section 2, we prove some properties of Qd,ℓ(n) for increasing values of ℓ. Then, in Section 3, we do experiments for larger values of d and ℓ while in Section 4, we propose a conjecture thanks to results that Section 2 and Section 3 provide. Finally, related concluding remarks are offered in Section 5.
1.1 A motivational new generalization to beginning
In this section, we observe the potential of initial condition patterns in order to construct infinitely many different solutions for a selected nested recurrence. Although sequences that we focus on in next sections are not slow, this part suggests that infinitely many different solutions that have strong behavioral similarities can be really constructed with the formulation of initial conditions, at least for certain recurrences. It is well-known that Newman generalization on Hofstadter-Conway $10000 sequence (A004001 in OEIS) provides a variety of interesting results that Fibonacci-type behaviours appear in their generational analysis [23, 24, 25,]. However, we will generalize Hofstadter-Conway $10000 sequence thanks to its asymptotic property which is proved by Conway [24]. In order to eliminate duplicate sequences, we define them as below. Note that a1(n) is Conway’s original sequence.
Definition 1.2
Let ai(n) = ai(ai(n −1))+ai(n −ai(n −1)) for n > 4. i, with the initial conditions
Proposition 1.3
Proposition 1.4
Both propositions are easy to prove by induction since initial conditions of the form

2 On termination of Qd,ℓ(n) forℓ≥ 3
In this section, an existence of breaking point for termination of Q d,ℓ(n) is investigated. It is a relatively easy fact that Q2,3(n) is a finite sequence due to Q2,3(66) = 73 [21]. On the other hand, our following analysis confirms that the termination of Q2,3(n) is an exceptional behaviour for Qd,ℓ(n), at least, in the range of experiments that the next section focuses on.
Proposition 2.1
Qd,ℓ(n) dies for
Proof. It is clear that if Qd,ℓ(d · ℓ + 1) > d · ℓ + 1, then Qd,ℓ(n) dies immediately thereafter. Since
for 1 ≤ i ≤ d · ℓ.
So Qd,ℓ(d · ℓ + 1) can be expressed as follows:
So, the inequality Qd,ℓ(d · ℓ + 1) > d · ℓ + 1 is equivalent to the inequality
If
Proposition 2.2
Proof. We follow similar steps with previous proof thanks to its result. So Qd,ℓ(d · ℓ + 2) can be expressed as follows:
Since
Thanks to Equation 2, Qd,ℓ(d · ℓ + 2) can be expressed as follows for l ≥ 5,
Proposition 2.3
Proof. We follow similar steps with the previous proof thanks to result of it. So Qd,ℓ(d·ℓ+3) can be expressed as follows:
Since
Thanks to Equation 3, Qd,ℓ(d · ℓ + 3) can be expressed as follows for l ≥ 7,
In here if ℓ is odd, then
And if ℓ is even, then
These two cases can be combined into one equation that is
Since each computed term Qd,ℓ(d · ℓ + k) is also determinative for Qd,ℓ(d · ℓ + k + 1) for all k ≥ 1 by definition of our nested recurrences, the properties of further terms can also be shown with similar propositions. Table 1 contains some related patterns which guarantee the successive computations of recursions without termination in these short intervals as below. See also decreasing order of corresponding bursts in Figure 2 for an example Q209,21(n).

Graph of Q209,21
Behaviour of Qd,ℓ(d · ℓ + k) for ℓ ≥ 2 · k + 1 and k ≤ 10 where
| k | Qd,ℓ(d · ℓ + k) − Qd,ℓ(d · ℓ) | Qd,ℓ(d · ℓ + k) |
|---|---|---|
| 1 | (ℓ· (ℓ− 1) + 1 + (−1)ℓ)/2 | (ℓ3 −ℓ2 −ℓ+ℓ· (−1)ℓ+ 2)/2 |
| 2 | ⌊(ℓ+ 3)/2⌋ | (2 ·ℓ3 − 4 ·ℓ2 + 2 ·ℓ+ (2 ·ℓ− 3) · (−1)ℓ+ 7)/4 |
| 3 | (7 + (−1)ℓ+1)/2 | (ℓ3 − 2 ·ℓ2 + (ℓ− 2) · (−1)ℓ+ 8)/2 |
| 4 | (9 + (−1)ℓ+1)/2 | (ℓ3 − 2 ·ℓ2 + (ℓ− 2) · (−1)ℓ+ 10)/2 |
| 5 | 5 | (ℓ3 − 2 ·ℓ2 + (ℓ− 1) · (−1)ℓ+ 11)/2 |
| 6 | (11 + (−1)ℓ)/2 | (ℓ3 − 2 ·ℓ2 +ℓ· (−1)ℓ+ 12)/2 |
| 7 | 7 | (ℓ3 − 2 ·ℓ2 + (ℓ− 1) · (−1)ℓ+ 15)/2 |
| 8 | 8 | (ℓ3 − 2 ·ℓ2 + (ℓ− 1) · (−1)ℓ+ 17)/2 |
| 9 | 9 | (ℓ3 − 2 ·ℓ2 + (ℓ− 1) · (−1)ℓ+ 19)/2 |
| 10 | 10 | (ℓ3 − 2 ·ℓ2 + (ℓ− 1) · (−1)ℓ+ 21)/2 |
3 Experiments for Strange Members of Qd,ℓ(n)
Although previous section is really helpful in order to understand the certain facts about possible termination cases of Qd,ℓ(n) sequences for increasing values of ℓ and its relation with d, it is practically impossible to continue to prove these similar successive propositions forever. At this point, power of computer experiments may be meaningful in order to see the big picture about behaviours of these chaotic sequences in relatively long run and indeed this is the case. Our first purpose is the investigation of chaotic behaviours of these sequences for increasing values of

Graph of σ3(d) for 20 ≤ d ≤ 250.
sequence family Qd,3(n). While σ3(d) has a very characteristic distributional behaviour based on d mod 3, meaningful observations also can be made in Figure 5 and Figure 6 that suggest behaviour of these sequences has considerable similarities in terms of fluctuations of σℓ(d).

Logarithmic plots of σℓ(d) for

Logarithmic plots of σℓ(d) for
This is a strong evidence that there are different branches in scatterplots which are dominated by values of d in a particular residue class for such chaotic sequences. Indeed, other graphs have also some similar patterns which are more irregular and weaker than patterns of σ3(d) in terms of their ℓ values. While perfect explanation of such distributions is very hard to formulate due to chaotic nature of them, the main common property of them is that they do not tend to increase in terms of general trends. More precisely, trend line slopes for selected intervals are negative for all of them in the range of our experiments. Additionally, there are some sharp transitions between some levels of σℓ(d). In order to observe the meaning of a characteristic decrease example in σ4(d) plot, see Figure 4 that displays line graphs of S59,4(n) and S60,4(n) which small increase of d notably diminishes the amplitude of generational oscillations. Such a graphical observation is named as Yosemite Graph similarly in another curious work related to integer sequences [26]. Although this behaviour is not always the case for all consecutive values of d, empirical evidences suggest that more stability is a general tendency of Qd,ℓ(n) for ascending d.

Line graphs of S59,4(n) and S60,4(n) for n ≤ 104.
Our second purpose is understanding the behaviour of Qd,ℓ(n) where
4 Discussion and Result
More detailed analysis on these strange recursions can be done thanks to investigation of generational structures of Qd,ℓ(n) but this could be extremely diffucult for all chaotic sequences in the range of our experiments since the confirmation of generational boundaries necessitates very careful examination of block structures of each generation for any known generational method [21, 22, 23,]. On the other hand, Section 2 and Section 3 both fairly conclude that increasing values of
Conjecture 4.1
Qd,2(n) is an infinite sequence for all d > 2.
Conjecture 4.2
There is a m value such that Qd,3(n) is an infinite sequence for all d > m.
Conjecture 4.3
For any given ℓ, there are infinitely many
5 Conclusion
This paper suggests that a generalization Qd,ℓ(n) tends to provide coexistence of chaos and order that are recreated by increasing values of d for an arbitrary ℓ. The target of our conjecture is finding a reasonable answer for the most fundamental question about these nested recurrences which this study focuses on. Understanding the behaviors of generalizations of meta-Fibonacci sequences may be really significant and helpful in order to discover curious properties of these kinds of nonlinear recurrences and there can pave the way in this direction due to wealth inheritance of these enigmatic sequences. For example, a new generalization can also be proposed for slow Hofstadter-Conway $10000 sequence which has curious fractal-like structure [27] as mentioned in A296816. So nature of generalizations of meta-Fibonaci sequences and probable unexpected interactions [22] between curious members of these generalizations contain new enigmatic inquiries for possible future works.
Conflict of interest The author declares that there is no conflict of interest regarding the publication of this paper.
Acknowledgement
I would like to thank Prof. Steve Tanny for his helpful communication, Dr. Nathan Fox for his constructive feedback about some of the proofs, and Prof. Robert Israel for his valuable help on Maple-related requirements of this study. Also many thanks to the anonymous referees for making helpful suggestions.
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© 2018 Alkan, published by De Gruyter
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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- On f - prime radical in ordered semigroups
- Positive solutions of semipositone singular fractional differential systems with a parameter and integral boundary conditions
- Disjoint hypercyclicity equals disjoint supercyclicity for families of Taylor-type operators
- A stochastic differential game of low carbon technology sharing in collaborative innovation system of superior enterprises and inferior enterprises under uncertain environment
- Dynamic behavior analysis of a prey-predator model with ratio-dependent Monod-Haldane functional response
- The points and diameters of quantales
- Directed colimits of some flatness properties and purity of epimorphisms in S-posets
- Super (a, d)-H-antimagic labeling of subdivided graphs
- On the power sum problem of Lucas polynomials and its divisible property
- Existence of solutions for a shear thickening fluid-particle system with non-Newtonian potential
- On generalized P-reducible Finsler manifolds
- On Banach and Kuratowski Theorem, K-Lusin sets and strong sequences
- On the boundedness of square function generated by the Bessel differential operator in weighted Lebesque Lp,α spaces
- On the different kinds of separability of the space of Borel functions
- Curves in the Lorentz-Minkowski plane: elasticae, catenaries and grim-reapers
- Functional analysis method for the M/G/1 queueing model with single working vacation
- Existence of asymptotically periodic solutions for semilinear evolution equations with nonlocal initial conditions
- The existence of solutions to certain type of nonlinear difference-differential equations
- Domination in 4-regular Knödel graphs
- Stepanov-like pseudo almost periodic functions on time scales and applications to dynamic equations with delay
- Algebras of right ample semigroups
- Random attractors for stochastic retarded reaction-diffusion equations with multiplicative white noise on unbounded domains
- Nontrivial periodic solutions to delay difference equations via Morse theory
- A note on the three-way generalization of the Jordan canonical form
- On some varieties of ai-semirings satisfying xp+1 ≈ x
- Abstract-valued Orlicz spaces of range-varying type
- On the recursive properties of one kind hybrid power mean involving two-term exponential sums and Gauss sums
- Arithmetic of generalized Dedekind sums and their modularity
- Multipreconditioned GMRES for simulating stochastic automata networks
- Regularization and error estimates for an inverse heat problem under the conformable derivative
- Transitivity of the εm-relation on (m-idempotent) hyperrings
- Learning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operator
- Simultaneous prediction in the generalized linear model
- Two asymptotic expansions for gamma function developed by Windschitl’s formula
- State maps on semihoops
- 𝓜𝓝-convergence and lim-inf𝓜-convergence in partially ordered sets
- Stability and convergence of a local discontinuous Galerkin finite element method for the general Lax equation
- New topology in residuated lattices
- Optimality and duality in set-valued optimization utilizing limit sets
- An improved Schwarz Lemma at the boundary
- Initial layer problem of the Boussinesq system for Rayleigh-Bénard convection with infinite Prandtl number limit
- Toeplitz matrices whose elements are coefficients of Bazilevič functions
- Epi-mild normality
- Nonlinear elastic beam problems with the parameter near resonance
- Orlicz difference bodies
- The Picard group of Brauer-Severi varieties
- Galoisian and qualitative approaches to linear Polyanin-Zaitsev vector fields
- Weak group inverse
- Infinite growth of solutions of second order complex differential equation
- Semi-Hurewicz-Type properties in ditopological texture spaces
- Chaos and bifurcation in the controlled chaotic system
- Translatability and translatable semigroups
- Sharp bounds for partition dimension of generalized Möbius ladders
- Uniqueness theorems for L-functions in the extended Selberg class
- An effective algorithm for globally solving quadratic programs using parametric linearization technique
- Bounds of Strong EMT Strength for certain Subdivision of Star and Bistar
- On categorical aspects of S -quantales
- On the algebraicity of coefficients of half-integral weight mock modular forms
- Dunkl analogue of Szász-mirakjan operators of blending type
- Majorization, “useful” Csiszár divergence and “useful” Zipf-Mandelbrot law
- Global stability of a distributed delayed viral model with general incidence rate
- Analyzing a generalized pest-natural enemy model with nonlinear impulsive control
- Boundary value problems of a discrete generalized beam equation via variational methods
- Common fixed point theorem of six self-mappings in Menger spaces using (CLRST) property
- Periodic and subharmonic solutions for a 2nth-order p-Laplacian difference equation containing both advances and retardations
- Spectrum of free-form Sudoku graphs
- Regularity of fuzzy convergence spaces
- The well-posedness of solution to a compressible non-Newtonian fluid with self-gravitational potential
- On further refinements for Young inequalities
- Pretty good state transfer on 1-sum of star graphs
- On a conjecture about generalized Q-recurrence
- Univariate approximating schemes and their non-tensor product generalization
- Multi-term fractional differential equations with nonlocal boundary conditions
- Homoclinic and heteroclinic solutions to a hepatitis C evolution model
- Regularity of one-sided multilinear fractional maximal functions
- Galois connections between sets of paths and closure operators in simple graphs
- KGSA: A Gravitational Search Algorithm for Multimodal Optimization based on K-Means Niching Technique and a Novel Elitism Strategy
- θ-type Calderón-Zygmund Operators and Commutators in Variable Exponents Herz space
- An integral that counts the zeros of a function
- On rough sets induced by fuzzy relations approach in semigroups
- Computational uncertainty quantification for random non-autonomous second order linear differential equations via adapted gPC: a comparative case study with random Fröbenius method and Monte Carlo simulation
- The fourth order strongly noncanonical operators
- Topical Issue on Cyber-security Mathematics
- Review of Cryptographic Schemes applied to Remote Electronic Voting systems: remaining challenges and the upcoming post-quantum paradigm
- Linearity in decimation-based generators: an improved cryptanalysis on the shrinking generator
- On dynamic network security: A random decentering algorithm on graphs