A novel direct measure of exploration and exploitation based on attraction basins

2021 ◽  
Vol 167 ◽  
pp. 114353
Author(s):  
Jernej Jerebic ◽  
Marjan Mernik ◽  
Shih-Hsi Liu ◽  
Miha Ravber ◽  
Mihael Baketarić ◽  
...  
Keyword(s):  
Direct Measure ◽  
Exploration And Exploitation ◽  
Attraction Basins

scholarly journals Buyer Inspired Meta-Heuristic Optimization Algorithm

2020 ◽  
Vol 10 (1) ◽  
pp. 194-219 ◽  
Author(s):  
Sanjoy Debnath ◽  
Wasim Arif ◽  
Srimanta Baishya
Keyword(s):  
Optimization Algorithm ◽  
Optimization Technique ◽  
Statistical Test ◽  
Heuristic Optimization ◽  
Product Choice ◽  
Exploration And Exploitation ◽  
The Social ◽  
Engineering Problems ◽  
The Mean

AbstractNature inspired swarm based meta-heuristic optimization technique is getting considerable attention and established to be very competitive with evolution based and physical based algorithms. This paper proposes a novel Buyer Inspired Meta-heuristic optimization Algorithm (BIMA) inspired form the social behaviour of human being in searching and bargaining for products. In BIMA, exploration and exploitation are achieved through shop to shop hoping and bargaining for products to be purchased based on cost, quality of the product, choice and distance to the shop. Comprehensive simulations are performed on 23 standard mathematical and CEC2017 benchmark functions and 3 engineering problems. An exhaustive comparative analysis with other algorithms is done by performing 30 independent runs and comparing the mean, standard deviation as well as by performing statistical test. The results showed significant improvement in terms of optimum value, convergence speed, and is also statistically more significant in comparison to most of the reported popular algorithms.

A Direct Measure of Adaptive Behavior

1980 ◽  
Vol 9 (2) ◽  
pp. 168-173
Author(s):  
Richard H. Kicklighter ◽  
Brenda S. Bailey ◽  
Bert O. Richmond
Keyword(s):  
Adaptive Behavior ◽  
Direct Measure

Overcoming counter-knowledge through telemedicine communication technologies

2017 ◽  
Vol 31 (7/8) ◽  
pp. 730-745 ◽  
Author(s):  
Jorge Cegarra-Sanchez ◽  
Juan-Gabriel Cegarra-Navarro ◽  
Anthony Wensley ◽  
Jose Diaz Manzano
Keyword(s):  
Learning Process ◽  
Design Methodology ◽  
Communication Technologies ◽  
Regional Hospital ◽  
Potential Contribution ◽  
Exploration And Exploitation ◽  
Negative Effects ◽  
Content Type

Purpose Knowledge acquired from sources of unverified information such as gossip, partial truths or lies, in this paper it is termed as “counter-knowledge.” The purpose of this paper is to explore this topic through an exploration of the links between a Hospital-in-the-Home Units (HHUs) learning process (LP), counter-knowledge, and the utilization of communication technologies. The following two questions are addressed: Does the reduction of counter-knowledge result in the utilization of communication technologies? Does the development of counter-knowledge hinder the LP? Design/methodology/approach This paper examines the relevance of communication technologies to the exploration and exploitation of knowledge for 252 patients of a (HHU) within a Spanish regional hospital. The data collected was analyzed using the PLS-Graph. Findings To HHU managers, this study offers a set of guidelines to assist in their gaining an understanding of the role of counter-knowledge in organizational LPs and the potential contribution of communication technologies. Our findings support the proposition that the negative effects of counter-knowledge can be mitigated by using communication technologies. Originality/value It is argued in this paper that counter-knowledge may play a variety of different roles in the implementation of LPs. Specifically, the assignment of communication technologies to homecare units has given them the means to filter counter-knowledge and prevent users from any possible problems caused by such counter-knowledge.

scholarly journals Ambidexterity as Practice: Individual Ambidexterity Through Paradoxical Practices

2020 ◽  
Vol 56 (2) ◽  
pp. 143-165 ◽  
Author(s):  
Angeliki Papachroni ◽  
Loizos Heracleous
Keyword(s):  
Organization Theory ◽  
Practice Theory ◽  
Greek Philosophy ◽  
Exploration And Exploitation ◽  
Individual Level ◽  
Competing Demands ◽  
The Individual ◽  
Previous Learning

Following the turn to practice in organization theory and the emerging interest in the microfoundations of ambidexterity, understanding the role of individuals in realizing ambidexterity approaches becomes crucial. Drawing insights from Greek philosophy on paradoxes, and practice theory on paradoxes and ambidexterity, we propose a view of individual ambidexterity grounded in paradoxical practices. Existing conceptualizations of ambidexterity are largely based on separation strategies. Contrary to this perspective, we argue that individual ambidexterity can be accomplished via paradoxical practices that renegotiate or transcend boundaries of exploration and exploitation. We identify three such paradoxical practices at the individual level that can advance understanding of ambidexterity: engaging in “hybrid tasks,” capitalizing cumulatively on previous learning, and adopting a mindset of seeking synergies between the competing demands of exploration and exploitation.

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