Shigenobu Kobayashi

3.4k total citations
115 papers, 2.1k citations indexed

About

Shigenobu Kobayashi is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Control and Systems Engineering. According to data from OpenAlex, Shigenobu Kobayashi has authored 115 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 78 papers in Artificial Intelligence, 43 papers in Computational Theory and Mathematics and 11 papers in Control and Systems Engineering. Recurrent topics in Shigenobu Kobayashi's work include Metaheuristic Optimization Algorithms Research (46 papers), Advanced Multi-Objective Optimization Algorithms (40 papers) and Evolutionary Algorithms and Applications (37 papers). Shigenobu Kobayashi is often cited by papers focused on Metaheuristic Optimization Algorithms Research (46 papers), Advanced Multi-Objective Optimization Algorithms (40 papers) and Evolutionary Algorithms and Applications (37 papers). Shigenobu Kobayashi collaborates with scholars based in Japan, United States and South Korea. Shigenobu Kobayashi's co-authors include Isao Ono, Jun Sakuma, Yuichi Nagata, Hajime Kimura, Kazuteru Miyazaki, Hiroshi Satoh, Ken Harada, M. Yamamura, Hajime Kita and Youhei Akimoto and has published in prestigious journals such as Automatica, Chemical Engineering Science and Artificial Intelligence.

In The Last Decade

Shigenobu Kobayashi

105 papers receiving 1.9k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Shigenobu Kobayashi Japan 22 1.1k 680 279 249 204 115 2.1k
Kuk-Hyun Han South Korea 13 1.3k 1.2× 322 0.5× 175 0.6× 297 1.2× 187 0.9× 19 2.1k
Hideyuki Takagi Japan 23 1.5k 1.4× 403 0.6× 92 0.3× 396 1.6× 1.1k 5.2× 131 3.1k
Carlos Cotta Spain 17 978 0.9× 440 0.6× 384 1.4× 114 0.5× 170 0.8× 112 1.8k
Ying Lin China 21 1.8k 1.7× 1.1k 1.6× 273 1.0× 239 1.0× 286 1.4× 106 3.1k
Takeshi Furuhashi Japan 21 1.3k 1.2× 222 0.3× 93 0.3× 1.1k 4.4× 224 1.1× 235 2.7k
Gerhard Lakemeyer Germany 22 1.5k 1.4× 237 0.3× 95 0.3× 445 1.8× 762 3.7× 151 2.6k
Mehmet Karamanoglu United Kingdom 15 579 0.5× 240 0.4× 363 1.3× 232 0.9× 118 0.6× 47 1.8k
Louise A. Dennis United Kingdom 16 581 0.5× 478 0.7× 68 0.2× 100 0.4× 67 0.3× 72 1.4k
Una-May O’Reilly United States 26 1.6k 1.5× 436 0.6× 69 0.2× 196 0.8× 226 1.1× 147 3.0k

Countries citing papers authored by Shigenobu Kobayashi

Since Specialization
Citations

This map shows the geographic impact of Shigenobu Kobayashi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shigenobu Kobayashi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shigenobu Kobayashi more than expected).

Fields of papers citing papers by Shigenobu Kobayashi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shigenobu Kobayashi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shigenobu Kobayashi. The network helps show where Shigenobu Kobayashi may publish in the future.

Co-authorship network of co-authors of Shigenobu Kobayashi

This figure shows the co-authorship network connecting the top 25 collaborators of Shigenobu Kobayashi. A scholar is included among the top collaborators of Shigenobu Kobayashi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shigenobu Kobayashi. Shigenobu Kobayashi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ikeda, Kokolo, et al.. (2006). SLIP: A Sophisticated Learner for Instance-based Policy using Hybrid GA. Transactions of the Society of Instrument and Control Engineers. 42(12). 1344–1352. 1 indexed citations
2.
Miyazaki, Kazuteru & Shigenobu Kobayashi. (2006). Profit Sharing Based Reinforcement Learning Systems in Continuous State Spaces. 2006. 1105–1110. 1 indexed citations
3.
Kimura, Shuhei, Osamu Takahashi, Shigenobu Kobayashi, & Akihiko Konagaya. (2004). Non-linear Function Optimization Using a Genetic Local Search Suitable for Parallelization. Transactions of the Society of Instrument and Control Engineers. 40(4). 448–457. 1 indexed citations
4.
Sakuma, Jun & Shigenobu Kobayashi. (2002). k-tablet Structures and Crossover on Latent Variables for Real-Coded GA.. BMJ Open Ophthalmology. 7(1). 404–411. 3 indexed citations
5.
Kimura, Hajime & Shigenobu Kobayashi. (2001). An Actor-Critic Algorithm Using a Binary Tree Action Selector. Transactions of the Society of Instrument and Control Engineers. 37(12). 1147–1155. 1 indexed citations
6.
Kita, Hajime, Isao Ono, & Shigenobu Kobayashi. (2000). Multi-Parental Extension of the Unimodal Normal Distribution Crossover for Real-Coded Genetic Algorithms. Transactions of the Society of Instrument and Control Engineers. 36(10). 875–883. 33 indexed citations
7.
Kimura, Shuhei, Isao Ono, Hajime Kita, & Shigenobu Kobayashi. (2000). An Extension of UNDX Based on Guidelines for Designing Crossover Operators. Transactions of the Society of Instrument and Control Engineers. 36(12). 1162–1171. 20 indexed citations
8.
Takahashi, Osamu, Hajime Kita, & Shigenobu Kobayashi. (2000). A real-coded Genetic Algorithm using distance dependent alternation model for complex function optimization. Genetic and Evolutionary Computation Conference. 3 Suppl 1. 219–226. 10 indexed citations
9.
Kimura, Hajime & Shigenobu Kobayashi. (2000). An Analysis of Actor-Critic Algorithms Using Eligibility Traces : Reinforcement Learning with Imperfect Value Functions. 15(2). 267–275. 25 indexed citations
10.
Ono, Isao, Hajime Kita, & Shigenobu Kobayashi. (1999). A robust real-coded genetic algorithm using Unimodal Normal Distribution Crossover augmented by Uniform Crossover: effects of self-adaptation of crossover probabilities. Genetic and Evolutionary Computation Conference. 496–503. 48 indexed citations
11.
Kita, Hajime, Isao Ono, & Shigenobu Kobayashi. (1999). Theoretical Analysis of the Unimodal Normal Distribution Crossover for Real-coded Genetic Algorithms. Transactions of the Society of Instrument and Control Engineers. 35(11). 1333–1339. 18 indexed citations
12.
Kimura, Hajime, Kazuteru Miyazaki, & Shigenobu Kobayashi. (1997). Reinforcement Learning in POMDPs with Function Approximation. International Conference on Machine Learning. 152–160. 45 indexed citations
13.
Miyazaki, Kazuteru, M. Yamamura, & Shigenobu Kobayashi. (1997). k-Certainty Exploration Method: an action selector to identify the environment in reinforcement learning. Artificial Intelligence. 91(1). 155–171. 22 indexed citations
14.
Takahashi, Keiko, Masayuki Yamamura, & Shigenobu Kobayashi. (1996). A GA Approach to Solving Reachability Problems for Petri Nets. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences. 1774–1780. 4 indexed citations
15.
Kobayashi, Shigenobu, Isao Ono, & M. Yamamura. (1995). An Efficient Genetic Algorithm for Job Shop Scheduling Problems. international conference on Genetic algorithms. 506–511. 89 indexed citations
16.
Tanaka, Ken, M. Yamamura, & Shigenobu Kobayashi. (1992). On the Capability of the Higher-Order Back-Propagation Network. Transactions of the Society of Instrument and Control Engineers. 28(1). 125–134. 2 indexed citations
17.
Yamamura, M. & Shigenobu Kobayashi. (1991). An augmented EBL and its application to the utility problem. International Joint Conference on Artificial Intelligence. 623–629. 3 indexed citations
18.
Kobayashi, Shigenobu. (1989). Image Identity as seen in two-and three-color combinations : Verification Using Image Simulation. 13(2). 140–141. 1 indexed citations
19.
Wuwongse, Vilas, Shigenobu Kobayashi, & Atsunobu Ichikawa. (1981). Interactive Solutions to Discrete Multiple Criteria Problems by Pairwise Comparison. Transactions of the Society of Instrument and Control Engineers. 17(7). 728–734. 1 indexed citations
20.
Ichikawa, Atsunobu, Shigenobu Kobayashi, & Takashi Yagi. (1981). Higher-Order Correlation Matrix Associative Memory. Transactions of the Society of Instrument and Control Engineers. 17(8). 813–818. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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