Best Sci Journals for Computational Theory and Mathematics

Best Sci Journals for Computational Theory and Mathematics are shared by us, we aid you in all your research areas by providing a promising and well written paper. We give you end-to-end Support through the entire journal submission process .

Key Aspects of Performance Analysis in Computational Theory and Mathematics

  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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.
  1. 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

List Of High Impact Factor Computational Theory And Mathematics Journals are shared below, we know in which journal and in which section to publish your paper. Our writer will satisfy the Editor in chief & reviewer expectations by writing your paper.

S.no

Title

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