List Of Computational Theory and Mathematics Journals

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Key Aspects of Performance Analysis in Computational Theory and Mathematics

Algorithm Efficiency

Time Complexity: Measure the time complexity of algorithms, which describes how the computational time increases with the size of the input. Commonly used notations include Big O, Big Theta, and Big Omega, which provide bounds on the running time.
Space Complexity: Analyze the space complexity of algorithms, which describes how much memory is required relative to the input size.
Asymptotic Analysis: Perform asymptotic analysis to understand the behavior of algorithms as the input size approaches infinity, which is crucial for evaluating their scalability.

Numerical Stability

Error Propagation: Assess how errors propagate through an algorithm, particularly in numerical methods where round-off errors can accumulate.
Condition Number: Evaluate the condition number of a problem, which indicates how sensitive the solution is to changes in the input. A high condition number suggests that the problem is ill-conditioned, leading to numerical instability.
Floating-Point Arithmetic: Analyze the impact of floating-point arithmetic on the accuracy and stability of numerical algorithms, especially in operations involving large or very small numbers.

Convergence Analysis

Convergence Rate: Determine the convergence rate of iterative algorithms, such as Newton’s method, gradient descent, or the Conjugate Gradient method. Faster convergence rates are preferred as they reduce computational time.
Fixed-Point Iterations: Analyze the convergence properties of fixed-point iterations used in solving equations, ensuring that the method converges to the correct solution.
Discretization Error: Evaluate the error introduced by discretizing continuous problems, such as in finite difference or finite element methods, and ensure that the error decreases as the mesh is refined.

Computational Complexity

Computational Complexity Classes: Classify problems and algorithms into complexity classes (P, NP, NP-complete, etc.) to understand the theoretical limits of computational efficiency.
Algorithmic Trade-offs: Analyze trade-offs between different algorithms, such as between time and space complexity, or between exact and approximate solutions.
Reduction Techniques: Use reduction techniques to show that one problem can be transformed into another, which can be useful for proving that a problem is NP-complete or for finding efficient solutions.

Optimization and Heuristics

Optimization Algorithms: Evaluate the performance of optimization algorithms, such as linear programming, integer programming, or evolutionary algorithms, in finding optimal or near-optimal solutions.
Heuristics and Metaheuristics: Analyze the effectiveness of heuristics and metaheuristics (e.g., genetic algorithms, simulated annealing) in solving complex optimization problems where exact solutions are computationally infeasible.
Approximation Algorithms: Evaluate the performance of approximation algorithms in providing solutions that are close to optimal, particularly for NP-hard problems.

Parallel and Distributed Computing

Parallel Algorithms: Assess the performance of parallel algorithms, focusing on speedup (how much faster the algorithm runs on multiple processors) and efficiency (how well the parallel algorithm utilizes the available processors).
Scalability: Evaluate the scalability of algorithms on parallel and distributed systems, particularly in terms of how well they handle increasing problem sizes and the addition of more computational resources.
Load Balancing: Analyze the effectiveness of load balancing techniques in distributed computing environments to ensure that computational tasks are evenly distributed across processors.

Probabilistic and Randomized Algorithms

Expected Performance: Analyze the expected performance of probabilistic and randomized algorithms, focusing on their average-case efficiency rather than worst-case scenarios.
Randomness and Bias: Evaluate the impact of randomness on the performance and accuracy of algorithms, ensuring that the randomness does not introduce bias or significant errors.
Monte Carlo Simulations: Perform Monte Carlo simulations to estimate the performance of algorithms in stochastic environments, where inputs or conditions are subject to random variations.

Algorithm Verification and Validation

Formal Verification: Use formal methods to prove the correctness of algorithms, ensuring that they behave as expected for all possible inputs.
Benchmarking: Benchmark algorithms against known problems or datasets to validate their performance in practical scenarios.
Stress Testing: Perform stress testing on algorithms by running them on extreme or pathological cases to identify potential weaknesses or limitations.

Advanced Mathematical Techniques

Spectral Methods: Evaluate the performance of spectral methods, such as Fourier or wavelet transforms, in solving differential equations or other mathematical problems.
Numerical Linear Algebra: Analyze the efficiency and stability of algorithms for solving systems of linear equations, eigenvalue problems, and matrix decompositions.
Symbolic Computation: Assess the performance of symbolic computation techniques in algebraic manipulation, equation solving, and integration, focusing on the trade-offs between symbolic and numerical methods.

Case Studies and Application Areas

Cryptography: Perform performance analysis on algorithms used in cryptography, such as RSA, ECC, or hash functions, focusing on their computational efficiency and security.
Computational Geometry: Analyze the performance of algorithms in computational geometry, such as convex hull, Voronoi diagrams, and Delaunay triangulation.
Machine Learning Algorithms: Evaluate the computational performance of machine learning algorithms, particularly in terms of training time, scalability, and convergence rates.
Computational Fluid Dynamics: Assess the performance of algorithms used in computational fluid dynamics (CFD), including the trade-offs between accuracy and computational cost.

List Of High Impact Factor Computational Theory and Mathematics Journals

S.no	Title	Scopus Sub-Subject Area	Print ISSN
1.	International Journal of Fuzzy Systems	Computational Theory and Mathematics	15622479
2.	Journal of Computer and System Sciences	Computational Theory and Mathematics	220000
3.	Journal of Information Science and Engineering	Computational Theory and Mathematics	10162364
4.	Bulletin of Mathematical Biology	Computational Theory and Mathematics	928240
5.	IEEE Transactions on Knowledge and Data Engineering	Computational Theory and Mathematics	10414347
6.	Bioinformatics	Computational Theory and Mathematics	13674803
7.	In Silico Biology	Computational Theory and Mathematics	13866338
8.	Computer-Aided Civil and Infrastructure Engineering	Computational Theory and Mathematics	10939687
9.	Engineering Computations	Computational Theory and Mathematics	2644401
10.	Integrated Computer-Aided Engineering	Computational Theory and Mathematics	10692509
11.	Queueing Systems	Computational Theory and Mathematics	2570130
12.	Journal of Organizational Computing and Electronic Commerce	Computational Theory and Mathematics	10919392
13.	Theory of Computing Systems	Computational Theory and Mathematics	14324350
14.	Computing and Visualization in Science	Computational Theory and Mathematics	14329360
15.	Journal of Scientific Computing	Computational Theory and Mathematics	8857474
16.	Statistics and Computing	Computational Theory and Mathematics	9603174
17.	Journal of Combinatorial Theory. Series B	Computational Theory and Mathematics	958956
18.	Computing and Informatics	Computational Theory and Mathematics	13359150
19.	Constraints	Computational Theory and Mathematics	13837133
20.	Expert Systems	Computational Theory and Mathematics	2664720
21.	IEEE Transactions on Fuzzy Systems	Computational Theory and Mathematics	10636706
22.	IEEE Transactions on Pattern Analysis and Machine Intelligence	Computational Theory and Mathematics	1628828
23.	Digital Signal Processing: A Review Journal	Computational Theory and Mathematics	10512004
24.	Journal of Automated Reasoning	Computational Theory and Mathematics	1687433
25.	Computing (Vienna/New York)	Computational Theory and Mathematics	0010485X
26.	Computational Geosciences	Computational Theory and Mathematics	14200597
27.	Journal of Theoretical and Computational Chemistry	Computational Theory and Mathematics	2196336
28.	Match	Computational Theory and Mathematics	3406253
29.	Distributed Computing	Computational Theory and Mathematics	1782770
30.	IEEE Pervasive Computing	Computational Theory and Mathematics	15361268
31.	IEEE Transactions on Computers	Computational Theory and Mathematics	189340
32.	IEEE Transactions on Evolutionary Computation	Computational Theory and Mathematics	1089778X
33.	Intelligent Automation and Soft Computing	Computational Theory and Mathematics	10798587
34.	Information and Computation	Computational Theory and Mathematics	8905401
35.	Order	Computational Theory and Mathematics	1678094
36.	Differential Geometry and its Applications	Computational Theory and Mathematics	9262245
37.	Discrete and Computational Geometry	Computational Theory and Mathematics	1795376
38.	IEEE Transactions on Parallel and Distributed Systems	Computational Theory and Mathematics	10459219
39.	Journal of Computer Science and Technology	Computational Theory and Mathematics	10009000
40.	Electronic Journal of Combinatorics	Computational Theory and Mathematics	10778926
41.	Concurrency Computation Practice and Experience	Computational Theory and Mathematics	15320626
42.	Combinatorics Probability and Computing	Computational Theory and Mathematics	9635483
43.	International Journal of Modern Physics C	Computational Theory and Mathematics	1291831
44.	Journal of Graph Algorithms and Applications	Computational Theory and Mathematics	15261719
45.	Theory and Practice of Logic Programming	Computational Theory and Mathematics	14710684
46.	COMPEL – The International Journal for Computation and Mathematics in Electrical and Electronic Engineering	Computational Theory and Mathematics	3321649
47.	Computational Complexity	Computational Theory and Mathematics	10163328
48.	Computational Geometry: Theory and Applications	Computational Theory and Mathematics	9257721
49.	Computational Mechanics	Computational Theory and Mathematics	1787675
50.	Computational Statistics and Data Analysis	Computational Theory and Mathematics	1679473
51.	Computers and Mathematics with Applications	Computational Theory and Mathematics	8981221
52.	Discrete Optimization	Computational Theory and Mathematics	15725286
53.	Foundations of Computational Mathematics	Computational Theory and Mathematics	16153375
54.	Fundamenta Informaticae	Computational Theory and Mathematics	1692968
55.	International Journal of Computational Geometry and Applications	Computational Theory and Mathematics	2181959
56.	International Journal of Computer Mathematics	Computational Theory and Mathematics	207160
57.	Journal of Combinatorial Optimization	Computational Theory and Mathematics	13826905
58.	Journal of Computational Biology	Computational Theory and Mathematics	10665277
59.	Quantum Information and Computation	Computational Theory and Mathematics	15337146
60.	Journal of Combinatorial Theory – Series A	Computational Theory and Mathematics	973165
61.	Journal of Molecular Modeling	Computational Theory and Mathematics	16102940
62.	Digital Creativity	Computational Theory and Mathematics	14626268
63.	4OR	Computational Theory and Mathematics	16194500
64.	Ecological Informatics	Computational Theory and Mathematics	15749541
65.	PLoS Computational Biology	Computational Theory and Mathematics	1553734X
66.	Lecture Notes in Applied and Computational Mechanics	Computational Theory and Mathematics	16137736
67.	Complex Analysis and Operator Theory	Computational Theory and Mathematics	16618254
68.	Algorithms for Molecular Biology	Computational Theory and Mathematics	17487188
69.	International Journal of Computational Science and Engineering	Computational Theory and Mathematics	17427185
70.	Mathematics in Computer Science	Computational Theory and Mathematics	16618270
71.	International Journal of Computers, Communications and Control	Computational Theory and Mathematics	18419836
72.	International Journal of Innovative Computing, Information and Control	Computational Theory and Mathematics	13494198
73.	Operational Research	Computational Theory and Mathematics	11092858
74.	BioData Mining	Computational Theory and Mathematics	17560381
75.	International Journal of Computing Science and Mathematics	Computational Theory and Mathematics	17525055
76.	International Journal of Artificial Intelligence in Education	Computational Theory and Mathematics	15604292
77.	Cryptography and Communications	Computational Theory and Mathematics	19362447
78.	ACM Transactions on Computation Theory	Computational Theory and Mathematics	19423454
79.	International Journal for Numerical Methods in Biomedical Engineering	Computational Theory and Mathematics	20407939
80.	Dynamic Games and Applications	Computational Theory and Mathematics	21530785
81.	Applied Mathematics and Information Sciences	Computational Theory and Mathematics	19350090
82.	ACM Communications in Computer Algebra	Computational Theory and Mathematics	19322232
83.	International Journal of Applied Cryptography	Computational Theory and Mathematics	17530563
84.	Journal of Applied Analysis	Computational Theory and Mathematics	14256908
85.	Groups, Complexity, Cryptology	Computational Theory and Mathematics	18671144
86.	Algorithms	Computational Theory and Mathematics	19994893
87.	Computational Methods and Function Theory	Computational Theory and Mathematics	16179447
88.	New Mathematics and Natural Computation	Computational Theory and Mathematics	17930057
89.	Communications in Applied Mathematics and Computational Science	Computational Theory and Mathematics	15593940
90.	Bulletin of the South Ural State University, Series: Mathematical Modelling, Programming and Computer Software	Computational Theory and Mathematics	20710216
91.	Journal of Logical and Algebraic Methods in Programming	Computational Theory and Mathematics	23522208
92.	Journal of Computer Virology and Hacking Techniques	Computational Theory and Mathematics
93.	Computability	Computational Theory and Mathematics	22113568
94.	Informatika i ee Primeneniya	Computational Theory and Mathematics	19922264
95.	Prikladnaya Diskretnaya Matematika	Computational Theory and Mathematics	20710410
96.	Information Security and Cryptography	Computational Theory and Mathematics	16197100
97.	Theory of Computing	Computational Theory and Mathematics
98.	Electronic Communications of the EASST	Computational Theory and Mathematics
99.	Computer Science	Computational Theory and Mathematics	15082806
100.	Internet of Things	Computational Theory and Mathematics	21991073
101.	npj Quantum Information	Computational Theory and Mathematics
102.	International Journal of Fuzzy Logic and Intelligent Systems	Computational Theory and Mathematics	15982645
103.	International Journal of Applied Mathematics	Computational Theory and Mathematics	13111728
104.	Supercomputing Frontiers and Innovations	Computational Theory and Mathematics	24096008
105.	Computer Research and Modeling	Computational Theory and Mathematics	20767633
106.	International Journal of Applied Metaheuristic Computing	Computational Theory and Mathematics	19478283
107.	International Journal of Swarm Intelligence Research	Computational Theory and Mathematics	19479263
108.	ACM Transactions on Parallel Computing	Computational Theory and Mathematics	23294949
109.	International Journal of Computer Mathematics: Computer Systems Theory	Computational Theory and Mathematics	23799927
110.	Mathematical Modeling and Computing	Computational Theory and Mathematics	23129794
111.	Virtual Creativity	Computational Theory and Mathematics
112.	Journal of Automata, Languages and Combinatorics	Computational Theory and Mathematics	1430189X
113.	Transactions on Combinatorics	Computational Theory and Mathematics	22518657
114.	Sao Paulo Journal of Mathematical Sciences	Computational Theory and Mathematics	19826907
115.	Turkish Journal of Computer and Mathematics Education	Computational Theory and Mathematics
116.	Software-Intensive Cyber-Physical Systems	Computational Theory and Mathematics	25248510
117.	Journal of Computational Geometry	Computational Theory and Mathematics	1920180X
118.	Journal of Verification, Validation and Uncertainty Quantification	Computational Theory and Mathematics	23772158
119.	Statistical Theory and Related Fields	Computational Theory and Mathematics	24754269
120.	Information and Inference	Computational Theory and Mathematics
121.	Computer Science Journal of Moldova	Computational Theory and Mathematics	15614042
122.	Journal of Mathematical and Computational Science	Computational Theory and Mathematics
123.	Izvestiya Instituta Matematiki i Informatiki Udmurtskogo Gosudarstvennogo Universiteta	Computational Theory and Mathematics	22263594
124.	Journal of Computational Technologies	Computational Theory and Mathematics	15607534
125.	IEEE Transactions on Sustainable Computing	Computational Theory and Mathematics
126.	International Journal of Data Science and Analytics	Computational Theory and Mathematics	2364415X
127.	Zhurnal Belorusskogo Gosudarstvennogo Universiteta. Matematika. Informatika	Computational Theory and Mathematics	25206508
128.	International Journal of Information Technology (Singapore)	Computational Theory and Mathematics	25112104
129.	International Journal of Advanced Technology and Engineering Exploration	Computational Theory and Mathematics	23945443
130.	Art of Discrete and Applied Mathematics	Computational Theory and Mathematics
131.	Journal of Network Intelligence	Computational Theory and Mathematics
132.	Journal of Applied Mathematics and Informatics	Computational Theory and Mathematics	27341194
133.	Cryptography	Computational Theory and Mathematics

Best journals for Computational Theory and Mathematics

List Of High Impact Factor Computational Theory and Mathematics Journals

Important Research Topics