Problem 56513. Cricket - Peak Batting Average

Created by Matt Tearle

Solve Later

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The strings will be in the form of a number (\"42\") or a number with an asterisk (\"42*\") to represent \"not-out\".</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Batting average is defined as total runs divided by number of dismissals (ie number of innings - number of not-outs).</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>For example, if </w:t></w:r><w:r><w:rPr><w:rFonts w:cs=\"monospace\"/></w:rPr><w:t>s = [\"81\",\"99*\",\"57\",\"118*\",\"36*\",\"0\",\"18\",\"10\",\"61*\",\"0\",\"83*\",\"24\",\"10*\"]</w:t></w:r><w:r><w:t>:</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>After their first innings, the batter has an average of 81</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>After their second, their average is 180 (81 + 99 runs, with still only one dismissal)</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>After their third, 118.5 (237 runs, two dismissals)</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Fourth, 177.5 (355 runs, still two dismissals)</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Fifth, 195.5 (391/2)</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Sixth, 130.3 (391/3)</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"ListParagraph\"/><w:numPr><w:numId w:val=\"1\"/></w:numPr><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>etc</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Hence, their career maximum was after their fifth innings: 195.5.</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:customXml w:element=\"image\"><w:customXmlPr><w:attr w:name=\"height\" w:val=\"285\"/><w:attr w:name=\"width\" w:val=\"376\"/><w:attr w:name=\"verticalAlign\" w:val=\"baseline\"/><w:attr w:name=\"altText\" w:val=\"MATLAB line plot of the cumulative total runs and total dismissals for the given example\"/><w:attr w:name=\"relationshipId\" w:val=\"rId1\"/></w:customXmlPr></w:customXml><w:r><w:t> </w:t></w:r><w:customXml w:element=\"image\"><w:customXmlPr><w:attr w:name=\"height\" w:val=\"285\"/><w:attr w:name=\"width\" w:val=\"358\"/><w:attr w:name=\"verticalAlign\" w:val=\"baseline\"/><w:attr w:name=\"altText\" w:val=\"MATLAB line plot of the running average for the given example\"/><w:attr w:name=\"relationshipId\" w:val=\"rId2\"/></w:customXmlPr></w:customXml></w:p><w:p><w:pPr><w:pStyle w:val=\"code\"/></w:pPr><w:r><w:t><![CDATA[maxavg = maxbattingavg(s)\nmaxavg =\n  195.5000]]></w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:r><w:t>Similarly,</w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"code\"/></w:pPr><w:r><w:t><![CDATA[  s = [\"17*\",\"12*\",\"14\",\"59\",\"6*\",\"0\",\"18\"];\nmaxavg = maxbattingavg(s)\nmaxavg =\n    54]]></w:t></w:r></w:p><w:p><w:pPr><w:pStyle w:val=\"text\"/><w:jc w:val=\"left\"/></w:pPr><w:customXml w:element=\"image\"><w:customXmlPr><w:attr w:name=\"height\" w:val=\"285\"/><w:attr w:name=\"width\" w:val=\"384\"/><w:attr w:name=\"verticalAlign\" w:val=\"baseline\"/><w:attr w:name=\"altText\" w:val=\"MATLAB line plot of the cumulative total runs and total dismissals for the given second example\"/><w:attr w:name=\"relationshipId\" w:val=\"rId3\"/></w:customXmlPr></w:customXml><w:r><w:t> </w:t></w:r><w:customXml 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","relationship":null},{"partUri":"/media/image2.png","contentType":"image/png","content":"data:image/png;base64,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","relationship":null},{"partUri":"/media/image3.png","contentType":"image/png","content":"data:image/png;base64,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","relationship":null},{"partUri":"/media/image4.png","contentType":"image/png","content":"data:image/png;base64,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","relationship":null}],"relationships":[{"relationshipType":"http://schemas.mathworks.com/matlab/code/2013/relationships/document","target":"/matlab/document.xml","relationshipId":"rId1"}]}

<div style = "text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; "><div style="block-size: 1163.07px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 581.533px; transform-origin: 407px 581.533px; vertical-align: baseline; "><div style="block-size: 84.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42.25px; text-align: left; transform-origin: 384px 42.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48px 8px; transform-origin: 48px 8px; unicode-bidi: normal; "><span style="">Given a vector </span></span><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; "><span style="font-family: Menlo, Monaco, Consolas, &quot;Courier New&quot;, monospace; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">s</span></span><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 321px 8px; transform-origin: 321px 8px; unicode-bidi: normal; "><span style=""> of strings representing a batter's individual innings scores (in chronological order), return the highest batting average they achieved in their career, ignoring any undefined or infinite averages. (You can assume that every batter will be dismissed at least once in their career, but not necessarily in their first innings.) The strings will be in the form of a number ("42") or a number with an asterisk ("42*") to represent "not-out".</span></span></div><div style="block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 365px 8px; transform-origin: 365px 8px; unicode-bidi: normal; "><span style="">Batting average is defined as total runs divided by number of dismissals (ie number of innings - number of not-outs).</span></span></div><div style="block-size: 21.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.75px; text-align: left; transform-origin: 384px 10.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48.5px 8px; transform-origin: 48.5px 8px; unicode-bidi: normal; "><span style="">For example, if </span></span><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; "><span style="font-family: Menlo, Monaco, Consolas, &quot;Courier New&quot;, monospace; perspective-origin: 300px 8.5px; transform-origin: 300px 8.5px; ">s = ["81","99*","57","118*","36*","0","18","10","61*","0","83*","24","10*"]</span></span><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; "><span style="">:</span></span></div><ul style="block-size: 143.033px; counter-reset: list-item 0; font-family: Helvetica, Arial, sans-serif; list-style-type: square; margin-block-end: 20px; margin-block-start: 10px; margin-bottom: 20px; margin-top: 10px; perspective-origin: 391px 71.5167px; transform-origin: 391px 71.5167px; margin-top: 10px; margin-bottom: 20px; "><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 173px 8px; transform-origin: 173px 8px; unicode-bidi: normal; "><span style="">After their first innings, the batter has an average of 81</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 257.5px 8px; transform-origin: 257.5px 8px; unicode-bidi: normal; "><span style="">After their second, their average is 180 (81 + 99 runs, with still only one dismissal)</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 152px 8px; transform-origin: 152px 8px; unicode-bidi: normal; "><span style="">After their third, 118.5 (237 runs, two dismissals)</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 138.5px 8px; transform-origin: 138.5px 8px; unicode-bidi: normal; "><span style="">Fourth, 177.5 (355 runs, still two dismissals)</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 61px 8px; transform-origin: 61px 8px; unicode-bidi: normal; "><span style="">Fifth, 195.5 (391/2)</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 62px 8px; transform-origin: 62px 8px; unicode-bidi: normal; "><span style="">Sixth, 130.3 (391/3)</span></span></li><li style="block-size: 20.4333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.2167px; text-align: left; transform-origin: 363px 10.2167px; white-space: pre-wrap; margin-left: 56px; "><span style="block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 9.5px 8px; transform-origin: 9.5px 8px; unicode-bidi: normal; "><span style="">etc</span></span></li></ul><div style="block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 200px 8px; transform-origin: 200px 8px; unicode-bidi: normal; "><span style="">Hence, their career maximum was after their fifth innings: 195.5.</span></span></div><div style="block-size: 290.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 145.25px; text-align: left; transform-origin: 384px 145.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><img class="imageNode" style="vertical-align: baseline;width: 376px;height: 285px" 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" alt="MATLAB line plot of the cumulative total runs and total dismissals for the given example" data-image-state="image-loaded" width="376" height="285"><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; "><span style=""> </span></span><img class="imageNode" style="vertical-align: baseline;width: 358px;height: 285px" 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" alt="MATLAB line plot of the running average for the given example" data-image-state="image-loaded" width="358" height="285"></div><div style="background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; "><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 100px 8.5px; tab-size: 4; transform-origin: 100px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">maxavg = maxbattingavg(s)</span></span></div><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 32px 8.5px; tab-size: 4; transform-origin: 32px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">maxavg =</span></span></div><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 40px 8.5px; tab-size: 4; transform-origin: 40px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">  195.5000</span></span></div></div><div style="block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 27.5px 8px; transform-origin: 27.5px 8px; unicode-bidi: normal; "><span style="">Similarly,</span></span></div><div style="background-color: rgb(247, 247, 247); block-size: 81.7333px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 40.8667px; transform-origin: 404px 40.8667px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; "><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 176px 8.5px; tab-size: 4; transform-origin: 176px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 28px 8.5px; transform-origin: 28px 8.5px; ">  s = [</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 20px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 20px 8.5px; ">"17*"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 20px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 20px 8.5px; ">"12*"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 16px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 16px 8.5px; ">"14"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 16px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 16px 8.5px; ">"59"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 16px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 16px 8.5px; ">"6*"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 12px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 12px 8.5px; ">"0"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 4px 8.5px; transform-origin: 4px 8.5px; ">,</span><span style="border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); perspective-origin: 16px 8.5px; text-decoration-color: rgb(170, 4, 249); text-emphasis-color: rgb(170, 4, 249); transform-origin: 16px 8.5px; ">"18"</span><span style="margin-inline-end: 0px; margin-right: 0px; perspective-origin: 8px 8.5px; transform-origin: 8px 8.5px; ">];</span></span></div><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 100px 8.5px; tab-size: 4; transform-origin: 100px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">maxavg = maxbattingavg(s)</span></span></div><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 32px 8.5px; tab-size: 4; transform-origin: 32px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">maxavg =</span></span></div><div style="background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; "><span style="block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 24px 8.5px; tab-size: 4; transform-origin: 24px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; "><span style="margin-inline-end: 0px; margin-right: 0px; ">    54</span></span></div></div><div style="block-size: 290.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 145.25px; text-align: left; transform-origin: 384px 145.25px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; "><img class="imageNode" style="vertical-align: baseline;width: 384px;height: 285px" 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" alt="MATLAB line plot of the cumulative total runs and total dismissals for the given second example" data-image-state="image-loaded" width="384" height="285"><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; "><span style=""> </span></span><img class="imageNode" style="vertical-align: baseline;width: 351px;height: 285px" 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" alt="MATLAB line plot of the running average for the given second example" data-image-state="image-loaded" width="351" height="285"></div><div style="block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; "><span style="block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; "><span style=""></span></span></div></div></div>

Given a vector s of strings representing a batter's individual innings scores (in chronological order), return the highest batting average they achieved in their career, ignoring any undefined or infinite averages. (You can assume that every batter will be dismissed at least once in their career, but not necessarily in their first innings.) The strings will be in the form of a number ("42") or a number with an asterisk ("42*") to represent "not-out".
Batting average is defined as total runs divided by number of dismissals (ie number of innings - number of not-outs).
For example, if s = ["81","99*","57","118*","36*","0","18","10","61*","0","83*","24","10*"]:
After their first innings, the batter has an average of 81
After their second, their average is 180 (81 + 99 runs, with still only one dismissal)
After their third, 118.5 (237 runs, two dismissals)
Fourth, 177.5 (355 runs, still two dismissals)
Fifth, 195.5 (391/2)
Sixth, 130.3 (391/3)
etc
Hence, their career maximum was after their fifth innings: 195.5.
 
maxavg = maxbattingavg(s)
maxavg =
  195.5000
Similarly,
  s = ["17*","12*","14","59","6*","0","18"];
maxavg = maxbattingavg(s)
maxavg =
    54

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Problem 56513. Cricket - Peak Batting Average

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